Most Influential NAACL Papers (2023-04)

April 10, 2023April 11, 2023 admin

The North American Chapter of the Association for Computational Linguistics (NAACL) is one of the top natural language processing conferences in the world. Paper Digest Team analyzes all papers published on NAACL in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To browse the most productive NAACL authors by year ranked by #papers accepted, here is a list of most productive NAACL authors. To find the most influential papers from other conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2023-04)

Based in New York, Paper Digest is dedicated to producing high-quality text analysis results that people can acturally use on a daily basis. Since 2018, we have been serving users across the world with a number of exclusive services on ranking, search, tracking and automatic literature review.

If you do not want to miss interesting academic papers, you are welcome to sign up our daily paper digest service to get updates on new papers published in your area every day. You are also welcome to follow us on Twitter and Linkedin to get updated with new conference digests.

Paper Digest Team
New York City, New York, 10017
team@paperdigest.org

TABLE 1: Most Influential NAACL Papers (2023-04)

Year	Rank	Paper	Author(s)
2022	1	FNet: Mixing Tokens with Fourier Transforms IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We show that Transformer encoder architectures can be sped up, with limited accuracy costs, by replacing the self-attention sublayers with simple linear transformations that mix input tokens.	James Lee-Thorp; Joshua Ainslie; Ilya Eckstein; Santiago Ontanon;
2022	2	Learning To Retrieve Prompts for In-Context Learning IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we propose an efficient method for retrieving prompts for in-context learning using annotated data and an LM.	Ohad Rubin; Jonathan Herzig; Jonathan Berant;
2022	3	MetaICL: Learning to Learn In Context IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We introduce MetaICL (Meta-training for In-Context Learning), a new meta-training framework for few-shot learning where a pretrained language model is tuned to do in-context learning on a large set of training tasks.	Sewon Min; Mike Lewis; Luke Zettlemoyer; Hannaneh Hajishirzi;
2022	4	ColBERTv2: Effective and Efficient Retrieval Via Lightweight Late Interaction IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we introduce Maize, a retriever that couples an aggressive residual compression mechanism with a denoised supervision strategy to simultaneously improve the quality and space footprint of late interaction.	Keshav Santhanam; Omar Khattab; Jon Saad-Falcon; Christopher Potts; Matei Zaharia;
2022	5	Do Prompt-Based Models Really Understand The Meaning of Their Prompts? IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this study, we experiment with over 30 prompts manually written for natural language inference (NLI).	Albert Webson; Ellie Pavlick;
2022	6	Symbolic Knowledge Distillation: from General Language Models to Commonsense Models IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we investigate an alternative, from-machine-to-corpus-to-machine: general language models author these commonsense knowledge graphs to train commonsense models.	PETER WEST et. al.
2022	7	Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We seek to understand the who, why, and what* behind biases in toxicity annotations.*	MAARTEN SAP et. al.
2022	8	GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we propose the novel unsupervised domain adaptation method Generative Pseudo Labeling (GPL), which combines a query generator with pseudo labeling from a cross-encoder.	Kexin Wang; Nandan Thakur; Nils Reimers; Iryna Gurevych;
2022	9	Template-free Prompt Tuning for Few-shot NER IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we propose a more elegant method to reformulate NER tasks as LM problems without any templates.	RUOTIAN MA et. al.
2022	10	DEMix Layers: Disentangling Domains for Modular Language Modeling IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We introduce a new domain expert mixture (DEMix) layer that enables conditioning a language model (LM) on the domain of the input text.	Suchin Gururangan; Mike Lewis; Ari Holtzman; Noah Smith; Luke Zettlemoyer;
2022	11	DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We propose DiffCSE, an unsupervised contrastive learning framework for learning sentence embeddings.	YUNG-SUNG CHUANG et. al.
2022	12	Reframing Human-AI Collaboration for Generating Free-Text Explanations IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We consider the task of generating free-text explanations using human-written examples in a few-shot manner.	Sarah Wiegreffe; Jack Hessel; Swabha Swayamdipta; Mark Riedl; Yejin Choi;
2022	13	Textless Speech-to-Speech Translation on Real Data IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We present a textless speech-to-speech translation (S2ST) system that can translate speech from one language into another language and can be built without the need of any text data.	ANN LEE et. al.
2022	14	KAT: A Knowledge Augmented Transformer for Vision-and-Language IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we ask a complementary question: Can multimodal transformers leverage explicit knowledge in their reasoning?	LIANGKE GUI et. al.
2022	15	*NeuroLogic Aesque Decoding: Constrained Text Generation with Lookahead Heuristics IF:3** Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: Drawing inspiration from the A search algorithm, we propose NeuroLogic Aesque, a decoding algorithm that incorporates heuristic estimates of future cost.	XIMING LU et. al.
2021	1	MT5: A Massively Multilingual Pre-trained Text-to-Text Transformer IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we introduce mT5, a multilingual variant of T5 that was pre-trained on a new Common Crawl-based dataset covering 101 languages.	LINTING XUE et. al.
2021	2	RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To address these challenges, we propose an optimized training approach, called RocketQA, to improving dense passage retrieval.	YINGQI QU et. al.
2021	3	Unified Pre-training for Program Understanding and Generation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: This paper introduces PLBART, a sequence-to-sequence model capable of performing a broad spectrum of program and language understanding and generation tasks.	Wasi Ahmad; Saikat Chakraborty; Baishakhi Ray; Kai-Wei Chang;
2021	4	KILT: A Benchmark for Knowledge Intensive Language Tasks IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To catalyze research on models that condition on specific information in large textual resources, we present a benchmark for knowledge-intensive language tasks (KILT).	FABIO PETRONI et. al.
2021	5	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we present an information-theoretic framework that formulates cross-lingual language model pre-training as maximizing mutual information between multilingual-multi-granularity texts.	ZEWEN CHI et. al.
2021	6	Learning How to Ask: Querying LMs with Mixtures of Soft Prompts IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We explore the idea of learning prompts by gradient descent-either fine-tuning prompts taken from previous work, or starting from random initialization.	Guanghui Qin; Jason Eisner;
2021	7	QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: Here we propose a new model, QA-GNN, which addresses the above challenges through two key innovations: (i) relevance scoring, where we use LMs to estimate the importance of KG nodes relative to the given QA context, and (ii) joint reasoning, where we connect the QA context and KG to form a joint graph, and mutually update their representations through graph-based message passing.	Michihiro Yasunaga; Hongyu Ren; Antoine Bosselut; Percy Liang; Jure Leskovec;
2021	8	How Many Data Points Is A Prompt Worth? IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We aim to quantify this benefit through rigorous testing of prompts in a fair setting: comparing prompted and head-based fine-tuning in equal conditions across many tasks and data sizes.	Teven Le Scao; Alexander Rush;
2021	9	A Frustratingly Easy Approach for Entity and Relation Extraction IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we present a simple pipelined approach for entity and relation extraction, and establish the new state-of-the-art on standard benchmarks (ACE04, ACE05 and SciERC), obtaining a 1.7%-2.8% absolute improvement in relation F1 over previous joint models with the same pre-trained encoders.	Zexuan Zhong; Danqi Chen;
2021	10	Dynabench: Rethinking Benchmarking in NLP IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we argue that Dynabench addresses a critical need in our community: contemporary models quickly achieve outstanding performance on benchmark tasks but nonetheless fail on simple challenge examples and falter in real-world scenarios.	DOUWE KIELA et. al.
2021	11	Factual Probing Is [MASK]: Learning Vs. Learning to Recall IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we make two complementary contributions to better understand these factual probing techniques.	Zexuan Zhong; Dan Friedman; Danqi Chen;
2021	12	GSum: A General Framework for Guided Neural Abstractive Summarization IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we propose a general and extensible guided summarization framework (GSum) that can effectively take different kinds of external guidance as input, and we perform experiments across several different varieties.	Zi-Yi Dou; Pengfei Liu; Hiroaki Hayashi; Zhengbao Jiang; Graham Neubig;
2021	13	Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To address these limitations, we devise a typology of factual errors and use it to collect human annotations of generated summaries from state-of-the-art summarization systems for the CNN/DM and XSum datasets.	Artidoro Pagnoni; Vidhisha Balachandran; Yulia Tsvetkov;
2021	14	Self-Alignment Pretraining for Biomedical Entity Representations IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To address this challenge, we propose SapBERT, a pretraining scheme that self-aligns the representation space of biomedical entities.	Fangyu Liu; Ehsan Shareghi; Zaiqiao Meng; Marco Basaldella; Nigel Collier;
2021	15	Self-training Improves Pre-training for Natural Language Understanding IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we study self-training as another way to leverage unlabeled data through semi-supervised learning.	JINGFEI DU et. al.
2019	1	BERT: Pre-training Of Deep Bidirectional Transformers For Language Understanding IF:10 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We introduce a new language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers.	Jacob Devlin; Ming-Wei Chang; Kenton Lee; Kristina Toutanova,;
2019	2	Attention Is Not Explanation IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work we perform extensive experiments across a variety of NLP tasks that aim to assess the degree to which attention weights provide meaningful explanations for predictions.	Sarthak Jain; Byron C. Wallace,;
2019	3	A Structural Probe For Finding Syntax In Word Representations IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work, we propose a structural probe, which evaluates whether syntax trees are embedded in a linear transformation of a neural network’s word representation space.	John Hewitt; Christopher D. Manning,;
2019	4	CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To investigate question answering with prior knowledge, we present CommonsenseQA: a challenging new dataset for commonsense question answering.	Alon Talmor; Jonathan Herzig; Nicholas Lourie; Jonathan Berant,;
2019	5	Linguistic Knowledge And Transferability Of Contextual Representations IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: To shed light on the linguistic knowledge they capture, we study the representations produced by several recent pretrained contextualizers (variants of ELMo, the OpenAI transformer language model, and BERT) with a suite of sixteen diverse probing tasks.	Nelson F. Liu; Matt Gardner; Yonatan Belinkov; Matthew E. Peters; Noah A. Smith,;
2019	6	Predicting The Type And Target Of Offensive Posts In Social Media IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In contrast, here we target several different kinds of offensive content.	MARCOS ZAMPIERI et. al.
2019	7	DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We introduce a new reading comprehension benchmark, DROP, which requires Discrete Reasoning Over the content of Paragraphs.	DHEERU DUA et. al.
2019	8	BERT Post-Training For Review Reading Comprehension And Aspect-based Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We call this problem Review Reading Comprehension (RRC). In this work, we first build an RRC dataset called ReviewRC based on a popular benchmark for aspect-based sentiment analysis.	Hu Xu; Bing Liu; Lei Shu; Philip Yu,;
2019	9	Lipstick On A Pig: Debiasing Methods Cover Up Systematic Gender Biases In Word Embeddings But Do Not Remove Them IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.	Hila Gonen; Yoav Goldberg,;
2019	10	Utilizing BERT For Aspect-Based Sentiment Analysis Via Constructing Auxiliary Sentence IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we construct an auxiliary sentence from the aspect and convert ABSA to a sentence-pair classification task, such as question answering (QA) and natural language inference (NLI).	Chi Sun; Luyao Huang; Xipeng Qiu,;
2019	11	Analysis Methods In Neural Language Processing: A Survey IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this survey paper, we review analysis methods in neural language processing, categorize them according to prominent research trends, highlight existing limitations, and point to potential directions for future work.	Yonatan Belinkov; James Glass,;
2019	12	Massively Multilingual Neural Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We perform extensive experiments in training massively multilingual NMT models, involving up to 103 distinct languages and 204 translation directions simultaneously.	Roee Aharoni; Melvin Johnson; Orhan Firat,;
2019	13	BoolQ: Exploring The Surprising Difficulty Of Natural Yes/No Questions IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper we study yes/no questions that are naturally occurring – meaning that they are generated in unprompted and unconstrained settings. We build a reading comprehension dataset, BoolQ, of such questions, and show that they are unexpectedly challenging.	CHRISTOPHER CLARK et. al.
2019	14	On Measuring Social Biases In Sentence Encoders IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: Accordingly, we extend the Word Embedding Association Test to measure bias in sentence encoders.	Chandler May; Alex Wang; Shikha Bordia; Samuel R. Bowman; Rachel Rudinger,;
2019	15	PAWS: Paraphrase Adversaries From Word Scrambling IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: This paper introduces PAWS (Paraphrase Adversaries from Word Scrambling), a new dataset with 108,463 well-formed paraphrase and non-paraphrase pairs with high lexical overlap.	Yuan Zhang; Jason Baldridge; Luheng He,;
2018	1	Deep Contextualized Word Representations IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We introduce a new type of deep contextualized word representation that models both (1) complex characteristics of word use (e.g., syntax and semantics), and (2) how these uses vary across linguistic contexts (i.e., to model polysemy).	MATTHEW PETERS et. al.
2018	2	A Broad-Coverage Challenge Corpus For Sentence Understanding Through Inference IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: This paper introduces the Multi-Genre Natural Language Inference (MultiNLI) corpus, a dataset designed for use in the development and evaluation of machine learning models for sentence understanding.	Adina Williams; Nikita Nangia; Samuel Bowman;
2018	3	Self-Attention With Relative Position Representations IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this work we present an alternative approach, extending the self-attention mechanism to efficiently consider representations of the relative positions, or distances between sequence elements.	Peter Shaw; Jakob Uszkoreit; Ashish Vaswani;
2018	4	Annotation Artifacts In Natural Language Inference Data IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We show that, in a significant portion of such data, this protocol leaves clues that make it possible to identify the label by looking only at the hypothesis, without observing the premise.	SUCHIN GURURANGAN et. al.
2018	5	FEVER: A Large-scale Dataset For Fact Extraction And VERification IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper we introduce a new publicly available dataset for verification against textual sources, FEVER: Fact Extraction and VERification.	James Thorne; Andreas Vlachos; Christos Christodoulopoulos; Arpit Mittal;
2018	6	Unsupervised Learning Of Sentence Embeddings Using Compositional N-Gram Features IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We present a simple but efficient unsupervised objective to train distributed representations of sentences.	Matteo Pagliardini; Prakhar Gupta; Martin Jaggi;
2018	7	Adversarial Example Generation With Syntactically Controlled Paraphrase Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We propose syntactically controlled paraphrase networks (SCPNs) and use them to generate adversarial examples.	Mohit Iyyer; John Wieting; Kevin Gimpel; Luke Zettlemoyer;
2018	8	Gender Bias In Coreference Resolution: Evaluation And Debiasing Methods IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we introduce a new benchmark for co-reference resolution focused on gender bias, WinoBias.	Jieyu Zhao; Tianlu Wang; Mark Yatskar; Vicente Ordonez; Kai-Wei Chang;
2018	9	Ranking Sentences For Extractive Summarization With Reinforcement Learning IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper we conceptualize extractive summarization as a sentence ranking task and propose a novel training algorithm which globally optimizes the ROUGE evaluation metric through a reinforcement learning objective.	Shashi Narayan; Shay B. Cohen; Mirella Lapata;
2018	10	A Novel Embedding Model For Knowledge Base Completion Based On Convolutional Neural Network IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we propose a novel embedding model, named ConvKB, for knowledge base completion.	Dai Quoc Nguyen; Tu Dinh Nguyen; Dat Quoc Nguyen; Dinh Phung;
2018	11	Delete, Retrieve, Generate: A Simple Approach To Sentiment And Style Transfer IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: In this paper, we propose simpler methods motivated by the observation that text attributes are often marked by distinctive phrases (e.g., too small).	Juncen Li; Robin Jia; He He; Percy Liang;
2018	12	A Discourse-Aware Attention Model For Abstractive Summarization Of Long Documents IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We propose the first model for abstractive summarization of single, longer-form documents (e.g., research papers).	ARMAN COHAN et. al.
2018	13	Contextual Augmentation: Data Augmentation By Words With Paradigmatic Relations IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We propose a novel data augmentation for labeled sentences called contextual augmentation.	Sosuke Kobayashi;
2018	14	Colorless Green Recurrent Networks Dream Hierarchically IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We investigate to what extent RNNs learn to track abstract hierarchical syntactic structure.	Kristina Gulordava; Piotr Bojanowski; Edouard Grave; Tal Linzen; Marco Baroni;
2018	15	Explainable Prediction Of Medical Codes From Clinical Text IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View Highlight: We present an attentional convolutional network that predicts medical codes from clinical text.	James Mullenbach; Sarah Wiegreffe; Jon Duke; Jimeng Sun; Jacob Eisenstein;
2016	1	Hierarchical Attention Networks For Document Classification IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	ZICHAO YANG et. al.
2016	2	Neural Architectures For Named Entity Recognition IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Guillaume Lample; Miguel Ballesteros; Sandeep Subramanian; Kazuya Kawakami; Chris Dyer;
2016	3	A Diversity-Promoting Objective Function For Neural Conversation Models IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jiwei Li; Michel Galley; Chris Brockett; Jianfeng Gao; Bill Dolan;
2016	4	Abstractive Sentence Summarization With Attentive Recurrent Neural Networks IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sumit Chopra; Michael Auli; Alexander M. Rush;
2016	5	Visualizing And Understanding Neural Models In NLP IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jiwei Li; Xinlei Chen; Eduard Hovy; Dan Jurafsky;
2016	6	Multi-Way, Multilingual Neural Machine Translation With A Shared Attention Mechanism IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Orhan Firat; Kyunghyun Cho; Yoshua Bengio;
2016	7	Learning To Compose Neural Networks For Question Answering IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jacob Andreas; Marcus Rohrbach; Trevor Darrell; Dan Klein;
2016	8	Learning Distributed Representations Of Sentences From Unlabelled Data IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Felix Hill; Kyunghyun Cho; Anna Korhonen;
2016	9	Recurrent Neural Network Grammars IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chris Dyer; Adhiguna Kuncoro; Miguel Ballesteros; Noah A. Smith;
2016	10	A Corpus And Cloze Evaluation For Deeper Understanding Of Commonsense Stories IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	NASRIN MOSTAFAZADEH et. al.
2016	11	Joint Event Extraction Via Recurrent Neural Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Thien Huu Nguyen; Kyunghyun Cho; Ralph Grishman;
2016	12	Sequential Short-Text Classification With Recurrent And Convolutional Neural Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ji Young Lee; Franck Dernoncourt;
2016	13	Learning Natural Language Inference With LSTM IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Shuohang Wang; Jing Jiang;
2016	14	Counter-fitting Word Vectors To Linguistic Constraints IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	NIKOLA MRKŠIĆ et. al.
2016	15	Emergent: A Novel Data-set For Stance Classification IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	William Ferreira; Andreas Vlachos;
2015	1	A Neural Network Approach To Context-Sensitive Generation Of Conversational Responses IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	ALESSANDRO SORDONI et. al.
2015	2	Effective Use Of Word Order For Text Categorization With Convolutional Neural Networks IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Rie Johnson; Tong Zhang;
2015	3	Representation Learning Using Multi-Task Deep Neural Networks For Semantic Classification And Information Retrieval IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	XIAODONG LIU et. al.
2015	4	Two/Too Simple Adaptations Of Word2Vec For Syntax Problems IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Wang Ling; Chris Dyer; Alan W. Black; Isabel Trancoso;
2015	5	Normalized Word Embedding And Orthogonal Transform For Bilingual Word Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chao Xing; Dong Wang; Chao Liu; Yiye Lin;
2015	6	Combining Language And Vision With A Multimodal Skip-gram Model IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Angeliki Lazaridou; Nghia The Pham; Marco Baroni;
2015	7	Toward Abstractive Summarization Using Semantic Representations IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Fei Liu; Jeffrey Flanigan; Sam Thomson; Norman Sadeh; Noah A. Smith;
2015	8	Injecting Logical Background Knowledge Into Embeddings For Relation Extraction IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Tim Rocktäschel; Sameer Singh; Sebastian Riedel;
2015	9	Do Supervised Distributional Methods Really Learn Lexical Inference Relations? IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Omer Levy; Steffen Remus; Chris Biemann; Ido Dagan;
2015	10	Convolutional Neural Network For Paraphrase Identification IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Wenpeng Yin; Hinrich Schütze;
2015	11	Translating Videos To Natural Language Using Deep Recurrent Neural Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	SUBHASHINI VENUGOPALAN et. al.
2015	12	A Transition-based Algorithm For AMR Parsing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chuan Wang; Nianwen Xue; Sameer Pradhan;
2015	13	Not All Character N-grams Are Created Equal: A Study In Authorship Attribution IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Upendra Sapkota; Steven Bethard; Manuel Montes; Thamar Solorio;
2015	14	Lexicon-Free Conversational Speech Recognition With Neural Networks IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Andrew Maas; Ziang Xie; Dan Jurafsky; Andrew Ng;
2015	15	Sentiment After Translation: A Case-Study On Arabic Social Media Posts IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Mohammad Salameh; Saif Mohammad; Svetlana Kiritchenko;
2013	1	Linguistic Regularities In Continuous Space Word Representations IF:10 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Tomas Mikolov; Wen-tau Yih; Geoffrey Zweig;
2013	2	A Simple, Fast, And Effective Reparameterization Of IBM Model 2 IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chris Dyer; Victor Chahuneau; Noah A. Smith;
2013	3	Improved Part-of-Speech Tagging For Online Conversational Text With Word Clusters IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	OLUTOBI OWOPUTI et. al.
2013	4	PPDB: The Paraphrase Database IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Juri Ganitkevitch; Benjamin Van Durme; Chris Callison-Burch;
2013	5	Relation Extraction With Matrix Factorization And Universal Schemas IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sebastian Riedel; Limin Yao; Andrew McCallum; Benjamin M. Marlin;
2013	6	Negative Deceptive Opinion Spam IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Myle Ott; Claire Cardie; Jeffrey T. Hancock;
2013	7	What To Do About Bad Language On The Internet IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jacob Eisenstein;
2013	8	Separating Fact From Fear: Tracking Flu Infections On Twitter IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Alex Lamb; Michael J. Paul; Mark Dredze;
2013	9	Learning Whom To Trust With MACE IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Dirk Hovy; Taylor Berg-Kirkpatrick; Ashish Vaswani; Eduard Hovy;
2013	10	Distant Supervision For Relation Extraction With An Incomplete Knowledge Base IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Bonan Min; Ralph Grishman; Li Wan; Chang Wang; David Gondek;
2013	11	Answer Extraction As Sequence Tagging With Tree Edit Distance IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Xuchen Yao; Benjamin Van Durme; Chris Callison-Burch; Peter Clark;
2013	12	To Link Or Not To Link? A Study On End-to-End Tweet Entity Linking IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Stephen Guo; Ming-Wei Chang; Emre Kiciman;
2013	13	Labeling The Languages Of Words In Mixed-Language Documents Using Weakly Supervised Methods IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ben King; Steven Abney;
2013	14	The Life And Death Of Discourse Entities: Identifying Singleton Mentions IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Marta Recasens; Marie-Catherine de Marneffe; Christopher Potts;
2013	15	Supervised Learning Of Complete Morphological Paradigms IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Greg Durrett; John DeNero;
2012	1	Batch Tuning Strategies For Statistical Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Colin Cherry; George Foster;
2012	2	Learning From Bullying Traces In Social Media IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jun-Ming Xu; Kwang-Sung Jun; Xiaojin Zhu; Amy Bellmore;
2012	3	Better Evaluation For Grammatical Error Correction IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Daniel Dahlmeier; Hwee Tou Ng;
2012	4	Cross-lingual Word Clusters For Direct Transfer Of Linguistic Structure IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Oscar Täckström; Ryan McDonald; Jakob Uszkoreit;
2012	5	Re-examining Machine Translation Metrics For Paraphrase Identification IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Nitin Madnani; Joel Tetreault; Martin Chodorow;
2012	6	Stance Classification Using Dialogic Properties Of Persuasion IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Marilyn Walker; Pranav Anand; Rob Abbott; Ricky Grant;
2012	7	Structured Perceptron With Inexact Search IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Liang Huang; Suphan Fayong; Yang Guo;
2012	8	Machine Translation Of Arabic Dialects IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	RABIH ZBIB et. al.
2012	9	Continuous Space Translation Models With Neural Networks IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Hai Son Le; Alexandre Allauzen; François Yvon;
2012	10	Using Paraphrases For Improving First Story Detection In News And Twitter IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Saša Petrović; Miles Osborne; Victor Lavrenko;
2012	11	Context-Enhanced Citation Sentiment Detection IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Awais Athar; Simone Teufel;
2012	12	Stylometric Analysis Of Scientific Articles IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Shane Bergsma; Matt Post; David Yarowsky;
2012	13	Acoustic-Prosodic Entrainment And Social Behavior IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	RIVKA LEVITAN et. al.
2012	14	Predicting Responses To Microblog Posts IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Yoav Artzi; Patrick Pantel; Michael Gamon;
2012	15	Structured Event Retrieval Over Microblog Archives IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Donald Metzler; Congxing Cai; Eduard Hovy;
2010	1	Automatic Evaluation Of Topic Coherence IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	David Newman; Jey Han Lau; Karl Grieser; Timothy Baldwin;
2010	2	Streaming First Story Detection With Application To Twitter IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Saša Petrović; Miles Osborne; Victor Lavrenko;
2010	3	An Unsupervised Aspect-Sentiment Model For Online Reviews IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Samuel Brody; Noemie Elhadad;
2010	4	Unsupervised Modeling Of Twitter Conversations IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Alan Ritter; Colin Cherry; Bill Dolan;
2010	5	Multi-document Summarization Via Budgeted Maximization Of Submodular Functions IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Hui Lin; Jeff Bilmes;
2010	6	Multi-Prototype Vector-Space Models Of Word Meaning IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Joseph Reisinger; Raymond J. Mooney;
2010	7	Good Question! Statistical Ranking For Question Generation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Michael Heilman; Noah A. Smith;
2010	8	Dependency Tree-based Sentiment Classification Using CRFs With Hidden Variables IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Tetsuji Nakagawa; Kentaro Inui; Sadao Kurohashi;
2010	9	Distributed Training Strategies For The Structured Perceptron IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ryan McDonald; Keith Hall; Gideon Mann;
2010	10	Tree Edit Models For Recognizing Textual Entailments, Paraphrases, And Answers To Questions IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Michael Heilman; Noah A. Smith;
2010	11	Painless Unsupervised Learning With Features IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Taylor Berg-Kirkpatrick; Alexandre Bouchard-Côté; John DeNero; Dan Klein;
2010	12	Extracting Parallel Sentences From Comparable Corpora Using Document Level Alignment IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jason R. Smith; Chris Quirk; Kristina Toutanova;
2010	13	The Viability Of Web-derived Polarity Lexicons IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Leonid Velikovich; Sasha Blair-Goldensohn; Kerry Hannan; Ryan McDonald;
2010	14	Movie Reviews And Revenues: An Experiment In Text Regression IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Mahesh Joshi; Dipanjan Das; Kevin Gimpel; Noah A. Smith;
2010	15	Summarizing Microblogs Automatically IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Beaux Sharifi; Mark-Anthony Hutton; Jugal Kalita;
2009	1	A Study On Similarity And Relatedness Using Distributional And WordNet-based Approaches IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	ENEKO AGIRRE et. al.
2009	2	Exploring Content Models For Multi-Document Summarization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Aria Haghighi; Lucy Vanderwende;
2009	3	Joint Parsing And Named Entity Recognition IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jenny Rose Finkel; Christopher D. Manning;
2009	4	Predicting Risk From Financial Reports With Regression IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Shimon Kogan; Dimitry Levin; Bryan R. Routledge; Jacob S. Sagi; Noah A. Smith;
2009	5	Geo-Centric Language Models For Local Business Voice Search IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Amanda Stent; Ilija Zeljković; Diamantino Caseiro; Jay Wilpon;
2009	6	Online EM For Unsupervised Models IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Percy Liang; Dan Klein;
2009	7	11,001 New Features For Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	David Chiang; Kevin Knight; Wei Wang;
2009	8	Unsupervised Approaches For Automatic Keyword Extraction Using Meeting Transcripts IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Feifan Liu; Deana Pennell; Fei Liu; Yang Liu;
2009	9	Hierarchical Bayesian Domain Adaptation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jenny Rose Finkel; Christopher D. Manning;
2009	10	Unsupervised Morphological Segmentation With Log-Linear Models IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Hoifung Poon; Colin Cherry; Kristina Toutanova;
2009	11	More Than Words: Syntactic Packaging And Implicit Sentiment IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Stephan Greene; Philip Resnik;
2009	12	Improving Nonparameteric Bayesian Inference: Experiments On Unsupervised Word Segmentation With Adaptor Grammars IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Mark Johnson; Sharon Goldwater;
2009	13	Improving Unsupervised Dependency Parsing With Richer Contexts And Smoothing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	William P. Headden III; Mark Johnson; David McClosky;
2009	14	Using Citations To Generate Surveys Of Scientific Paradigms IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	SAIF MOHAMMAD et. al.
2009	15	Using A Dependency Parser To Improve SMT For Subject-Object-Verb Languages IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Peng Xu; Jaeho Kang; Michael Ringgaard; Franz Och;
2007	1	Improved Inference For Unlexicalized Parsing IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Slav Petrov; Dan Klein;
2007	2	Multiple Aspect Ranking Using The Good Grief Algorithm IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Benjamin Snyder; Regina Barzilay;
2007	3	Agenda-Based User Simulation For Bootstrapping A POMDP Dialogue System IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jost Schatzmann; Blaise Thomson; Karl Weilhammer; Hui Ye; Steve Young;
2007	4	Using Wikipedia For Automatic Word Sense Disambiguation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Rada Mihalcea;
2007	5	Improving Diversity In Ranking Using Absorbing Random Walks IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Xiaojin Zhu; Andrew Goldberg; Jurgen Van Gael; David Andrzejewski;
2007	6	Combining Lexical And Grammatical Features To Improve Readability Measures For First And Second Language Texts IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Michael Heilman; Kevyn Collins-Thompson; Jamie Callan; Maxine Eskenazi;
2007	7	Bayesian Inference For PCFGs Via Markov Chain Monte Carlo IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Mark Johnson; Thomas Griffiths; Sharon Goldwater;
2007	8	Applying Many-to-Many Alignments And Hidden Markov Models To Letter-to-Phoneme Conversion IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sittichai Jiampojamarn; Grzegorz Kondrak; Tarek Sherif;
2007	9	Statistical Phrase-Based Post-Editing IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Michel Simard; Cyril Goutte; Pierre Isabelle;
2007	10	Combining Outputs From Multiple Machine Translation Systems IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	ANTTI-VEIKKO ROSTI et. al.
2007	11	A Systematic Exploration Of The Feature Space For Relation Extraction IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jing Jiang; ChengXiang Zhai;
2007	12	A Comparison Of Pivot Methods For Phrase-Based Statistical Machine Translation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Masao Utiyama; Hitoshi Isahara;
2007	13	First-Order Probabilistic Models For Coreference Resolution IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Aron Culotta; Michael Wick; Andrew McCallum;
2007	14	Joint Determination Of Anaphoricity And Coreference Resolution Using Integer Programming IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Pascal Denis; Jason Baldridge;
2007	15	Automating Creation Of Hierarchical Faceted Metadata Structures IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Emilia Stoica; Marti Hearst; Megan Richardson;
2006	1	OntoNotes: The 90% Solution IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Eduard Hovy; Mitchell Marcus; Martha Palmer; Lance Ramshaw; Ralph Weischedel;
2006	2	Effective Self-Training For Parsing IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	David McClosky; Eugene Charniak; Mark Johnson;
2006	3	Alignment By Agreement IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Percy Liang; Ben Taskar; Dan Klein;
2006	4	Improved Statistical Machine Translation Using Paraphrases IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chris Callison-Burch; Philipp Koehn; Miles Osborne;
2006	5	Learning For Semantic Parsing With Statistical Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Yuk Wah Wong; Raymond Mooney;
2006	6	Exploiting Semantic Role Labeling, WordNet And Wikipedia For Coreference Resolution IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Simone Paolo Ponzetto; Michael Strube;
2006	7	Preemptive Information Extraction Using Unrestricted Relation Discovery IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Yusuke Shinyama; Satoshi Sekine;
2006	8	Arabic Preprocessing Schemes For Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Nizar Habash; Fatiha Sadat;
2006	9	Identifying And Analyzing Judgment Opinions IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Soo-Min Kim; Eduard Hovy;
2006	10	Paraphrasing For Automatic Evaluation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	David Kauchak; Regina Barzilay;
2006	11	Prototype-Driven Learning For Sequence Models IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Aria Haghighi; Dan Klein;
2006	12	Integrating Probabilistic Extraction Models And Data Mining To Discover Relations And Patterns In Text IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Aron Culotta; Andrew McCallum; Jonathan Betz;
2006	13	Parser Combination By Reparsing IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Kenji Sagae; Alon Lavie;
2006	14	Learning To Recognize Features Of Valid Textual Entailments IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Bill MacCartney; Trond Grenager; Marie-Catherine de Marneffe; Daniel Cer; Christopher D. Manning;
2006	15	Synchronous Binarization For Machine Translation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Hao Zhang; Liang Huang; Daniel Gildea; Kevin Knight;
2004	1	Evaluating Content Selection In Summarization: The Pyramid Method IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ani Nenkova; Rebecca Passonneau;
2004	2	What’s In A Translation Rule? IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Michel Galley; Mark Hopkins; Kevin Knight; Daniel Marcu;
2004	3	Shallow Semantic Parsing Using Support Vector Machines IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sameer S. Pradhan; Wayne H. Ward; Kadri Hacioglu; James H. Martin; Dan Jurafsky;
2004	4	Catching The Drift: Probabilistic Content Models, With Applications To Generation And Summarization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Regina Barzilay; Lillian Lee;
2004	5	Minimum Bayes-Risk Decoding For Statistical Machine Translation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Shankar Kumar; William Byrne;
2004	6	A Smorgasbord Of Features For Statistical Machine Translation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	FRANZ JOSEF OCH et. al.
2004	7	Accurate Information Extraction From Research Papers Using Conditional Random Fields IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Fuchun Peng; Andrew McCallum;
2004	8	Name Tagging With Word Clusters And Discriminative Training IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Scott Miller; Jethran Guinness; Alex Zamanian;
2004	9	Lattice-Based Search For Spoken Utterance Retrieval IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Murat Saraclar; Richard Sproat;
2004	10	A Statistical Model For Multilingual Entity Detection And Tracking IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	R. FLORIAN et. al.
2004	11	A Language Modeling Approach To Predicting Reading Difficulty IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Kevyn Collins-Thompson; James P. Callan;
2004	12	Automatically Labeling Semantic Classes IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Patrick Pantel; Deepak Ravichandran;
2004	13	Training Tree Transducers IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jonathan Graehl; Kevin Knight;
2004	14	Improvements In Phrase-Based Statistical Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Richard Zens; Hermann Ney;
2004	15	Discriminative Reranking For Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Libin Shen; Anoop Sarkar; Franz Josef Och;
2003	1	Statistical Phrase-Based Translation IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Philipp Koehn; Franz J. Och; Daniel Marcu;
2003	2	Feature-Rich Part-of-Speech Tagging With A Cyclic Dependency Network IF:10 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Kristina Toutanova; Dan Klein; Christopher D. Manning; Yoram Singer;
2003	3	Automatic Evaluation Of Summaries Using N-gram Co-occurrence Statistics IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Chin-Yew Lin; Eduard Hovy;
2003	4	Shallow Parsing With Conditional Random Fields IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Fei Sha; Fernando Pereira;
2003	5	Learning To Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Regina Barzilay; Lillian Lee;
2003	6	Sentence Level Discourse Parsing Using Syntactic And Lexical Information IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Radu Soricut; Daniel Marcu;
2003	7	Factored Language Models And Generalized Parallel Backoff IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jeff A. Bilmes; Katrin Kirchhoff;
2003	8	Example Selection For Bootstrapping Statistical Parsers IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	MARK STEEDMAN et. al.
2003	9	Syntax-based Alignment Of Multiple Translations: Extracting Paraphrases And Generating New Sentences IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Bo Pang; Kevin Knight; Daniel Marcu;
2003	10	Precision And Recall Of Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	I. Dan Melamed; Ryan Green; Joseph P. Turian;
2003	11	Frequency Estimates For Statistical Word Similarity Measures IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Egidio L. Terra; Charles L. A. Clarke;
2003	12	*A Parsing: Fast Exact Viterbi Parse Selection IF:5** Related Papers Related Patents Related Grants Related Orgs Related Experts View	Dan Klein; Christopher D. Manning;
2003	13	COGEX: A Logic Prover For Question Answering IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Dan Moldovan; Christine Clark; Sanda Harabagiu; Steve Maiorano;
2003	14	Learning Semantic Constraints For The Automatic Discovery Of Part-Whole Relations IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Roxana Girju; Adriana Badulescu; Dan Moldovan;
2003	15	Japanese Named Entity Extraction With Redundant Morphological Analysis IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Masayuki Asahara; Yuji Matsumoto;
2001	1	A Probabilistic Earley Parser As A Psycholinguistic Model IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts View	John Hale;
2001	2	Chunking With Support Vector Machines IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Taku Kudo; Yuji Matsumoto;
2001	3	Inducing Multilingual POS Taggers And NP Bracketers Via Robust Projection Across Aligned Corpora IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	David Yarowsky; Grace Ngai;
2001	4	Transformation Based Learning In The Fast Lane IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Grace Ngai; Radu Florian;
2001	5	Multipath Translation Lexicon Induction Via Bridge Languages IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Gideon S. Mann; David Yarowsky;
2001	6	Edit Detection And Parsing For Transcribed Speech IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Eugene Charniak; Mark Johnson;
2001	7	Applying Co-Training Methods To Statistical Parsing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Anoop Sarkar;
2001	8	A Decision Tree Of Bigrams Is An Accurate Predictor Of Word Sense IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ted Pedersen;
2001	9	Knowledge-Free Induction Of Inflectional Morphologies IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Patrick Schone; Daniel Jurafsky;
2001	10	Class-Based Probability Estimation Using A Semantic Hierarchy IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Stephen Clark; David Weir;
2001	11	SPoT: A Trainable Sentence Planner IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Marilyn A. Walker; Owen Rambow; Monica Rogati;
2001	12	Why Inverse Document Frequency? IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Kishore Papineni;
2001	13	Text And Knowledge Mining For Coreference Resolution IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sanda M. Harabagiu; Razvan C. Bunescu; Steven J. Maiorano;
2001	14	Identifying Cognates By Phonetic And Semantic Similarity IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Grzegorz Kondrak;
2001	15	Instance-Based Natural Language Generation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Sebastian Varges; Chris Mellish;
2000	1	A Maximum-Entropy-Inspired Parser IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Eugene Charniak;
2000	2	Advances In Domain Independent Linear Text Segmentation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Freddy Y. Y. Choi;
2000	3	Cut And Paste Based Text Summarization IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Hongyan Jing; Kathleen R. McKeown;
2000	4	A Novel Use Of Statistical Parsing To Extract Information From Text IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Scott Miller; Heidi Fox; Lance Ramshaw; Ralph Weischedel;
2000	5	A New Algorithm For The Alignment Of Phonetic Sequences IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Grzegorz Kondrak;
2000	6	A Simple Approach To Building Ensembles Of Naive Bayesian Classifiers For Word Sense Disambiguation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Ted Pedersen;
2000	7	Forest-Based Statistical Sentence Generation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Irene Langkilde;
2000	8	An Unsupervised Method For Detecting Grammatical Errors IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Martin Chodorow; Claudia Leacock;
2000	9	Trainable Methods For Surface Natural Language Generation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Adwait Ratnaparkhi;
2000	10	Assigning Function Tags To Parsed Text IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Don Blaheta; Eugene Charniak;
2000	11	Modelling Grounding And Discourse Obligations Using Update Rules IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Colin Matheson; Massimo Poesio; David Traum;
2000	12	Morphological Tagging: Data Vs. Dictionaries IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Jan Hajic;
2000	13	Learning To Predict Problematic Situations In A Spoken Dialogue System: Experiments With How May I Help You? IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Marilyn Walker; Irene Langkilde; Jerry Wright; Allen Gorin; Diane Litman;
2000	14	The FrameNet Tagset For Frame-semantic And Syntactic Coding Of Predicate-argument Structure IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Christopher Johnson; Charles J. Fillmore;
2000	15	Predicting Automatic Speech Recognition Performance Using Prosodic Cues IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts View	Diane J. Litman; Julia B. Hirschberg; Marc Swerts;