📰 EACL 2024 — accepted papers

EACL 2024 is the 2024 edition of the Conference of the European Chapter of the Association for Computational Linguistics (EACL), held in St. Julian's, Malta, 17–22 March 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 281 papers of it in 5 tracks; our library holds 17 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers181Short Papers42Student Research Workshop29System Demonstrations24Tutorial Abstracts5

Awards

As the ACL Anthology records them.

1. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango et al. · Long Papers · 🏆 Best Non-publicized Paper Award53 citations · our summary
2. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionYuxia Wang, Jonibek Mansurov, Petar Ivanov et al. · Long Papers · 🏆 Resource Paper Award37 citations
3. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning TasksLei Zhang, Yuge Zhang, Kan Ren et al. · Long Papers · 🏆 Outstanding Paper Award26 citations
4. Multi-party Multimodal Conversations Between Patients, Their Companions, and a Social Robot in a Hospital Memory ClinicAngus Addlesee, Neeraj Cherakara, Nivan Nelson et al. · System Demonstrations · 🏆 Best Demo Award15 citations
5. Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic PromptingTilman Beck, Hendrik Schuff, Anne Lauscher et al. · Long Papers · 🏆 Social Impact Award14 citations · our summary
6. Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text GenerationKun Zhou, Yifan Li, Xin Zhao et al. · Long Papers · 🏆 Evaluation and Model Insight Award13 citations
7. Kardeş-NLU: Transfer to Low-Resource Languages with the Help of a High-Resource Cousin – A Benchmark and Evaluation for Turkic LanguagesLütfi Kerem Senel, Benedikt Ebing, Konul Baghirova et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
8. LOCOST: State-Space Models for Long Document Abstractive SummarizationFlorian Le Bronnec, Song Duong, Mathieu Ravaut et al. · Long Papers · 🏆 Best Paper Award3 citations
9. Centering the Speech CommunitySteven Bird, Dean Yibarbuk · Long Papers · 🏆 Outstanding Paper Award2 citations
10. Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel CorporaSurangika Ranathunga, Nisansa de Silva, Menan Velayuthan et al. · Long Papers · 🏆 Low-Resource Paper Award2 citations
11. Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI ModelsErik Arakelyan, Zhaoqi Liu, Isabelle Augenstein · Long Papers · 🏆 Outstanding Paper Award1 citation

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. RAGAs: Automated Evaluation of Retrieval Augmented GenerationShahul Es, Jithin James, Luis Espinosa Anke et al. · System Demonstrations537 citations
2. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou et al. · Student Research Workshop88 citations · our summary
3. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango et al. · Long Papers · 🏆 Best Non-publicized Paper Award53 citations · our summary
4. Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language ModelsNatalie Shapira, Mosh Levy, Seyed Hossein Alavi et al. · Long Papers38 citations
5. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionYuxia Wang, Jonibek Mansurov, Petar Ivanov et al. · Long Papers · 🏆 Resource Paper Award37 citations
6. Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang, Nan Yang, Furu Wei · Long Papers27 citations · our summary
7. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning TasksLei Zhang, Yuge Zhang, Kan Ren et al. · Long Papers · 🏆 Outstanding Paper Award26 citations
8. Generating Benchmarks for Factuality Evaluation of Language ModelsDor Muhlgay, Ori Ram, Inbal Magar et al. · Long Papers22 citations · our summary
9. LAraBench: Benchmarking Arabic AI with Large Language ModelsAhmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury et al. · Long Papers21 citations · our summary
10. LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language ModelsAdian Liusie, Potsawee Manakul, Mark Gales · Long Papers20 citations · our summary

All accepted papers (281)

The most cited first; 17 with our summary link to their page here, the others to the original.

1. RAGAs: Automated Evaluation of Retrieval Augmented GenerationShahul Es, Jithin James, Luis Espinosa Anke et al. · System Demonstrations537 citations
2. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou et al. · Student Research Workshop88 citations · our summary
3. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango et al. · Long Papers · 🏆 Best Non-publicized Paper Award53 citations · our summary
4. Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language ModelsNatalie Shapira, Mosh Levy, Seyed Hossein Alavi et al. · Long Papers38 citations
5. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionYuxia Wang, Jonibek Mansurov, Petar Ivanov et al. · Long Papers · 🏆 Resource Paper Award37 citations
6. Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang, Nan Yang, Furu Wei · Long Papers27 citations · our summary
7. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning TasksLei Zhang, Yuge Zhang, Kan Ren et al. · Long Papers · 🏆 Outstanding Paper Award26 citations
8. Generating Benchmarks for Factuality Evaluation of Language ModelsDor Muhlgay, Ori Ram, Inbal Magar et al. · Long Papers22 citations · our summary
9. LAraBench: Benchmarking Arabic AI with Large Language ModelsAhmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury et al. · Long Papers21 citations · our summary
10. LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language ModelsAdian Liusie, Potsawee Manakul, Mark Gales · Long Papers20 citations · our summary
11. MEGAnno+: A Human-LLM Collaborative Annotation SystemHannah Kim, Kushan Mitra, Rafael Li Chen et al. · System Demonstrations19 citations
12. The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification TasksAnders Giovanni Møller, Arianna Pera, Jacob Dalsgaard et al. · Short Papers19 citations
13. Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment LexiconFajri Koto, Tilman Beck, Zeerak Talat et al. · Long Papers19 citations
14. Aligning Large and Small Language Models via Chain-of-Thought ReasoningLeonardo Ranaldi, Andre Freitas · Long Papers18 citations · our summary
15. LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale InstructionsMinghao Wu, Abdul Waheed, Chiyu Zhang et al. · Long Papers16 citations
16. Multi-party Multimodal Conversations Between Patients, Their Companions, and a Social Robot in a Hospital Memory ClinicAngus Addlesee, Neeraj Cherakara, Nivan Nelson et al. · System Demonstrations · 🏆 Best Demo Award15 citations
17. NevIR: Negation in Neural Information RetrievalOrion Weller, Dawn Lawrie, Benjamin Van Durme · Long Papers14 citations
18. Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic PromptingTilman Beck, Hendrik Schuff, Anne Lauscher et al. · Long Papers · 🏆 Social Impact Award14 citations · our summary
19. Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text GenerationKun Zhou, Yifan Li, Xin Zhao et al. · Long Papers · 🏆 Evaluation and Model Insight Award13 citations
20. AnthroScore: A Computational Linguistic Measure of AnthropomorphismMyra Cheng, Kristina Gligorić, Tiziano Piccardi et al. · Long Papers12 citations
21. Argument Mining as a Text-to-Text Generation TaskMasayuki Kawarada, Tsutomu Hirao, Wataru Uchida et al. · Long Papers12 citations
22. Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel ImagesKathleen Fraser, Svetlana Kiritchenko · Long Papers12 citations
23. Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLMRuohong Zhang, Yau-Shian Wang, Yiming Yang · Long Papers12 citations
24. REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard et al. · Long Papers12 citations
25. SPUQ: Perturbation-Based Uncertainty Quantification for Large Language ModelsXiang Gao, Jiaxin Zhang, Lalla Mouatadid et al. · Long Papers12 citations

See all 281 papers in EACL 2024 — accepted papers →

📄 Papers with our summary in our library (17)

The most cited first (OpenAlex citations plus our library's).

1. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou, et al.2024 · 279 citations
2. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango, et al.2024 · 170 citations
3. Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang, Nan Yang, Furu Wei2024 · 103 citations
4. LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language ModelsAdian Liusie, Potsawee Manakul, Mark Gales2024 · 86 citations
5. Generating Benchmarks for Factuality Evaluation of Language ModelsDor Muhlgay, Ori Ram, Inbal Magar, et al.2024 · 79 citations
6. LAraBench: Benchmarking Arabic AI with Large Language ModelsAhmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury, et al.2024 · 77 citations
7. Aligning Large and Small Language Models via Chain-of-Thought ReasoningLeonardo Ranaldi, Andre Freitas2024 · 70 citations
8. Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic PromptingTilman Beck, Hendrik Schuff, Anne Lauscher, et al.2024 · 68 citations
9. Language Models as Inductive ReasonersZonglin Yang, Li Dong, Xinya Du, et al.2024 · 67 citations
10. Can we obtain significant success in RST discourse parsing by using Large Language Models?Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, et al.2024 · 19 citations
11. Lost in Translationese? Reducing Translation Effect Using Abstract Meaning RepresentationShira Wein, Nathan Schneider2024 · 16 citations
12. Multilingual Gradient Word-Order Typology from Universal DependenciesEmi Baylor, Esther Ploeger, Johannes Bjerva2024 · 12 citations
13. GUMsley: Evaluating Entity Salience in Summarization for 12 English GenresJessica Lin, Amir Zeldes2024 · 8 citations
14. A Truly Joint Neural Architecture for Segmentation and ParsingDanit Yshaayahu Levi, Reut Tsarfaty2024 · 7 citations
15. Automated Cognate Detection as a Supervised Link Prediction Task with Cognate TransformerV.S.D.S.Mahesh Akavarapu, Arnab Bhattacharya2024 · 5 citations
16. A Dataset for Metaphor Detection in Early Medieval Hebrew PoetryMichael Toker, Oren Mishali, Ophir Münz-Manor, et al.2024 · 3 citations
17. Human Temporal Inferences Go Beyond Aspectual ClassKatarzyna Pruś, Mark Steedman, Adam Lopez2024

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠 Language models & pretraining (8)📏 Evaluation & benchmarks (2)🧮 Reasoning (2)🕎 Hebrew & Aramaic (2) Semitic languages (2) English (2)🧵 Discourse analysis (1)🌐 Universal Dependencies (1)🔁 Machine translation (1)📝 Summarization (1)✍️ Text generation (1)🌍 Multilingual & cross-lingual NLP (1)🔍 Information retrieval & search (1)🧾 Semantic parsing & meaning representation (1)🧷 Idioms & multiword expressions (1)

📚 Fields

🎭 Arts and Humanities (17)🖥️ Computer Science (17)🤝 Social Sciences (3)💭 Psychology (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Georgetown UniversityWashington · United States2 works here🎓Tokyo Institute of TechnologyTokyo · Japan1 work here🏢MicrosoftRedmond · United States1 work here🎓Pennsylvania State UniversityState College · United States1 work here🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓Universität HamburgHamburg · Germany1 work here🎓The University of Texas at DallasRichardson · United States1 work here🎓Open University of IsraelRaanana · Israel1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here🎓Technion – Israel Institute of TechnologyHaifa · Israel1 work here🎓Charles UniversityPrague · Czechia1 work here🏢NTTTokyo · Japan1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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