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Category: NLP

Most Influential ACL Papers

Annual Meeting of the Association for Computational Linguistics (ACL) is one of the top natural language processing conferences in the world. Paper Digest Team analyze all papers published on ACL 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 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: 2021-03)

Most Influential EMNLP Papers

The Conference on Empirical Methods in Natural Language Processing (EMNLP) is one of the top natural language processing conferences in the world. Paper Digest Team analyze all papers published on EMNLP 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 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: 2021-03)

Most Influential NAACL Papers

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 analyze 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 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: 2021-03)

Most Influential EMNLP Papers (2021-02)

The Conference on Empirical Methods in Natural Language Processing (EMNLP) is one of the top natural language processing conferences in the world. Paper Digest Team analyze all papers published on EMNLP in the past years, and presents the 10 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 find the latest updates of the most influential papers from different 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: 2021-02)

Most Influential ACL Papers (2021-02)

Annual Meeting of the Association for Computational Linguistics (ACL) is one of the top natural language processing conferences in the world. Paper Digest Team analyze all papers published on ACL in the past years, and presents the 10 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 find the latest updates of the most influential papers from different 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: 2021-02)

Most Influential NAACL Papers (2021-02)

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 analyze all papers published on NAACL in the past years, and presents the 10 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 find the latest updates of the most influential papers from different 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: 2021-02)

EMNLP 2020 Papers with Code/Data

We identified ~70 EMNLP main track 2020 papers that have code or data published. We list all of them in the following table. Since the extraction step is done by machines, we may miss some papers. Let us know if more papers can be added to this table.

Paper Digest: EMNLP 2020 (Main Track) Highlights

Download EMNLP-2020-Paper-Digests.pdf- Highlights of all ~750 EMNLP-2020 main track papers. Readers are also encouraged to read our EMNLP 2020 Papers with Code/Data Page, which lists those papers that have published their code or data.

The Conference on Empirical Methods in Natural Language Processing (EMNLP) is one of the top natural language processing conferences in the world. In 2020, it is to be held online due to covid-19 pandemic.

An innovation for EMNLP 2020 is a new acceptance category, which will allow for more high quality papers (short and long) to be accepted than usual. EMNLP 2020 is creating a new sister publication, Findings of ACL: EMNLP 2020 (hereafter Findings), which will serve as an online companion publication for papers that are not accepted for publication in the main conference, but nonetheless have been assessed by the programme committee as solid work with sufficient substance, quality and novelty to warrant publication. All these Finding track papers are put in a seperate page: Findings Track Paper Highlights.

Readers can choose to read all EMNLP-2020 papers including both main track and findings track on our console, which allows users to filter out papers using keywords and find related papers and patents.

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: EMNLP 2020 (Findings Track) Highlights

The Conference on Empirical Methods in Natural Language Processing (EMNLP) is one of the top natural language processing conferences in the world. In 2020, it is to be held virtually due to covid-19 pandemic.

An innovation for EMNLP 2020 is a new acceptance category, which will allow for more high quality papers (short and long) to be accepted than usual. EMNLP 2020 is creating a new sister publication, Findings of ACL: EMNLP 2020 (hereafter Findings), which will serve as an online companion publication for papers that are not accepted for publication in the main conference, but nonetheless have been assessed by the programme committee as solid work with sufficient substance, quality and novelty to warrant publication.

Papers published on the main track are put in a different page: Main Track Paper Highlights.

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.