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Articles by "Paper Digest"

Paper Digest: AAAI 2021 Highlights
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Readers can also choose to read this highlight article on our console, which allows users to filter out papers using keywords. The AAAI Conference on Artificial Intelligence (AAAI) is one of the top artificial intelligence conferences in the world. In 2021, it is to be held online.

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: ICLR 2021 Highlights
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Download ICLR-2021-Paper-Digests.pdf- highlights of all ICLR-2021 papers. Readers can also choose to read this highlight article on our console, which allows users to filter out papers using keywords.

The International Conference on Learning Representations (ICLR) is one of the top machine learning conferences in the world. In 2021, it is to be held online. In the following highlight list, paper 1-53 correspond to oral presentations; paper 54-167 correspond to spotlight presentations; paper 168-860 correspond to poster presentations. Different from all other conferences, some ICLR papers come with author-created one-sentence summaries. We keep such summaries as highlights if they are available and provide machine generated highlights otherwise.

NeurIPS 2020 Papers with Code/Data
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We identified >150 NeurIPS 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.

Readers are also encouraged to read our NeurIPS 2020 highlights, which associates each NeurIPS-2020 paper with a one sentence highlight.

Paper Digest: NeurIPS 2020 Highlights
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Download NIPS-2020-Paper-Digests.pdf- Highlights of all 1,899 NeurIPS-2020 papers. Readers can choose to read all these highlights on our console as well, which allows users to filter out papers using keywords and find related papers, patents, etc. In addition, we identified a large number of papers that have published their code and data. Here is the (code/data download page).

The Conference on Neural Information Processing Systems (NIPS) is one of the top machine learning conferences in the world. In 2020, it is to be held online due to coivd-19 pandemic.

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.

EMNLP 2020 Papers with Code/Data
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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
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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
admin
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.