EMNLP

Empirical Methods in Natural Language Processing (EMNLP) is a leading conference in the area of natural language processing and artificial intelligence.

The 2023 Conference on Empirical Methods in Natural Language Processing. December 6 –10. Resorts World Convention Centre

Come meet the Cohere and Cohere For AI team at Booth 13!

Check out our papers, posters, speaking engagements, and appearances by Cohere and Cohere For AI.

Maintrack Publications

Friday, December 8

14:00, Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization, Zihao Fu,Yixuan Su*,Zaiqiao Meng,Nigel Collier. Location: Poster session 2

14:00, Specialist or Generalist? Instruction Tuning for Specific NLP Tasks, Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai. Location: Poster session 2

16:00, BLESS: Benchmarking Large Language Models on Sentence Simplification, Tannon Kew, Alison Chi, Laura Vásquez-Rodríguez, Sweta Agrawal, Dennis Aumiller*, Fernando Alva-Manchego, Matthew Shardlow. Location: Poster session 3

16:00, On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research, Luiza Amador Pozzobon*, Beyza Ermis*, Patrick Lewis*, Sara Hooker*. Location: Poster session 3

Saturday, December 9

9:00, NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark, Oscar Sainz,Jon Ander Campos*, Iker García-Ferrero, Julen Etxaniz, Oier Lopez de Lacalle, Eneko Agirre. Location: Findings 4

11:00, Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis, Seraphina Goldfarb-Tarrant*, Björn Ross, Adam Lopez. Location: Poster session 5

11:00, Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models, Luiza Amador Pozzobon*, Beyza Ermis*, Patrick Lewis*, Sara Hooker*. Location: Findings 5

11:00, Locally Differentially Private Document Generation Using Zero Shot Prompting, Saiteja Utpala*, Sara Hooker*, Pin-Yu Chen. Location: Findings 7

Workshop Papers

Wednesday, December 6

11:00-12:30, On the State of German (Abstractive) Text Summarization, Dennis Aumiller*, Jing Fan and Michael Gertz. GEM Workshop Paper (extended Abstract).

11:00-12:30, Elo Uncovered: Robustness and Best Practices in Language Model Evaluation, Meriem Boubdir*, Edward Kim*, Beyza Ermis*, Sara Hooker* and Marzieh Fadaee*. GEM Workshop Paper (Main Track).

16:00-17:30, Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value, Jingyi He*, Meng Cao, Jackie Chi Kit Cheung. NewSumm Workshop.

Research Talks

Wednesday, December 6

11:00-12:00, WiNLP 2023 Panel Discussion, Seraphina Goldfarb-Tarrant*.

13:30-14:30, Delphi, and Whether Machines Can Learn Morality, Seraphina Goldfarb-Tarrant* (moderator), Liwei Jiang, Zeerak Talat. The Big Picture: Crafting a Research Narrative Workshop.

*Cohere and/or Cohere For AI team member.