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Category: NLP

Paper Digest: NAACL 2025 Papers & Highlights
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The North American Chapter of the Association for Computational Linguistics (NAACL) is one of the top natural language processing conferences in the world. 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 to quickly get the main idea of each paper.

Note: NAACL-2025 accepts more than 700 papers, this page only includes 500 of them selected by our daily paper digest algorithm. Interested users can choose to read All ~800 NAACL-2025 papers in a separate page, which takes quite some time to load.

To search for papers presented at NAACL-2025 on a specific topic, please make use of the search by venue (NAACL-2025) service. To summarize the latest research published at NAACL-2025 on a specific topic, you can utilize the review by venue (NAACL-2025) service. If you are interested in browsing papers by author, we have a comprehensive list of ~ 3,800 authors (NAACL-2025). Additionally, you may want to explore our "Best Paper" Digest (NAACL), which lists the most influential NAACL papers since 2000.

We've developed a service - NAACL-2025 Research that synthesizes the latest findings from NAACL 2025 into comprehensive reports. For instance, we've generated a report on Advances in Question Answering: Insights from NAACL 2025 Papers. We encourage interested users to utilize our service to create tailored reports on other emerging topics.

Most Influential ArXiv (Computation and Language) Papers (2025-03 Version)
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The field of Computation and Language in arXiv covers natural language processing. Roughly it includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 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 version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-03).

Most Influential EMNLP Papers (2025-03 Version)
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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 analyzes 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 latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-03)

To search or review papers within EMNLP related to a specific topic, please use the search by venue (EMNLP) and review by venue (EMNLP) services. To browse the most productive EMNLP authors by year ranked by #papers accepted, here are the most productive EMNLP authors grouped by year.

Most Influential NAACL Papers (2025-03 Version)
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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 find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-03)

To search or review papers within NAACL related to a specific topic, please use the search by venue (NAACL) and review by venue (NAACL) services. To browse the most productive NAACL authors by year ranked by #papers accepted, here are the most productive NAACL authors grouped by year.

Most Influential ACL Papers (2025-03 Version)
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Annual Meeting of the Association for Computational Linguistics (ACL) is one of the top natural language processing conferences in the world. Paper Digest Team analyzes 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 latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-03)

To search or review papers within ACL related to a specific topic, please use the search by venue (ACL) and review by venue (ACL) services. To browse the most productive ACL authors by year ranked by #papers accepted, here are the most productive ACL authors grouped by year.

Paper Digest: Most Cited Papers on ChatGPT
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Paper Digest Team extracted all recent ChatGPT related papers on our radar, and generated related features for each of them. The results are sorted by impact. ChatGPT (Generative Pre-trained Transformer) is a chatbot launched by OpenAI in November 2022. It is built on top of OpenAI's GPT-3 family of large language models, and is fine-tuned with both supervised and reinforcement learning techniques.