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Paper Digest

Knowledge graph & natural language processing platform tailored for technology domain

MISSION: Based in New York, Paper Digest is dedicated to helping people generate meaningful contents & reason over unstructured data. Users from more than 1,000 universities and research institutions use our services daily to search, review, chat, get answers, and more.

TECHNOLOGY: Different from black-box models, our platform builds on “semantics”, which means our results are explainable. With exclusive deep learning & natural language processing (NLP) techniques,  we offer general solutions to search, summarization, conversation, question answering and content generation.

DATA & KNOWLEDGE GRAPH: We maintain our own data with real-time update. In addition to tech data (papers, patents, grants), we also store data on products, company filings, company financials & business activities (investments, m&a, etc.), people profiles, organization profiles, etc. All data is fully connected in a knowledge graph and used to infer the “missing links” between scientific & technological progresses and business & financial activities.

NLP for TECH DOMAIN

Literature Review

Automatically generate reviews for any given topic.

Literature Review

Search Engine

Search & connect “dots” in technology domain.

Search Console

Question Answering

Answer science / technology questions with evidence.

Question Answering

Text Summarization

Create summaries for any English text and any domain.

Text Summarizer

PAPER DIGEST

Daily Paper Digest

Track papers by area, author, keyword and receive daily updates.

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Conference Digest

Read digests of papers & code appearing in recent conferences.

Read Digests

'Best Paper' Digest

Track the most influential papers from top conferences & journals.

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Topic Tracking

Track all new papers under a set of trending topics in real-time.

Explore Topics

PEOPLE & BUSINESS SEARCH

Expert Search

Search for 100M experts using skill, work, name, etc.

Expert Search

Expert Tracking

Receive updates on all new papers, patents and grants.

Expert Tracking

Reviewer Search

Find reviewer candidates to review papers / grants.

Reviewer Search

Organization Search

Find organizations based on business & tech.

Organization Search

DAILY PAPER DIGEST & HIGHLIGHTS

Track papers by area, author & keyword, and receive a one sentence summary for each paper on a daily basis

Daily Highlights (Example)

(Mavi et. al., 2022) aim to provide a general and formal definition of MHQA task, and organize and summarize existing MHQA frameworks. (Xia et. al., 2022) present a medical conversational question answering (CQA) system based on the multi-modal knowledge graph, namely “LingYi”, which is designed as a pipeline framework to maintain high flexibility. Neural passage retrieval is a new and promising approach in open retrieval question answering. (Reddy et. al., 2022) find that it lags behind standard BM25 in this important real-world setting. (Lipping et. al., 2022) introduce Clotho-AQA, a dataset for Audio question answering consisting of 1991 audio files each between 15 to 30 seconds in duration selected from the Clotho dataset [1].

TOP RESEARCH INSTITUTIONS BY AREA

Check out the top research institutions in the US by research area

LATEST POSTS

Paper Digest: NeurIPS 2022 Highlights

Download NeurIPS-2022-Paper-Digests.pdf- highlights of all NeurIPS-2022 papers. Readers can search these papers by keywords using NeurIPS-2022 Search Console. In addition, we identified ~1,000 papers that have published their code or data. Clicking on 'related code' link under paper title will take you directly to the codebase. To browse papers by author & read each author's notable work review writen by our machine, here is a list of top NeurIPS-2022 authors. You may also like to explore our "Best Paper" Digest (NIPS), which lists the most influential NIPS papers in the last 30 years. The Conference on Neural Information Processing Systems (NIPS) is one of the top machine learning conferences in the world. In 2022, it is to be held in New Orleans.

To help the community quickly catch up on the work presented in this conference, Paper Digest Team processed all accepted papers, and generated one highlight sentence (typically the main topic) for each paper. Readers are encouraged to read these machine generated highlights / summaries to quickly get the main idea of each paper.

Paper Digest: CIKM 2022 Highlights

Readers can search these papers by keywords using search console. To browse papers by author & read each author's tech background review writen by our machine, here is a list of top CIKM-2022 authors. You may also like to explore our "Best Paper" Digest (CIKM), which lists the most influential CIKM papers since 1993. The ACM Conference on Information and Knowledge Management (CIKM) is an annual computer science research conference dedicated to information management and knowledge management. In 2022, it is to be held in Atlanta.

To help the community quickly catch up on the work presented in this conference, Paper Digest Team processed all accepted papers, and generated one highlight sentence (typically the main topic) for each paper. Readers are encouraged to read these machine generated highlights / summaries to quickly get the main idea of each paper.

Interested in receiving a one sentence summary of every new paper in your area? Join us as tens of thousands of other people!