📰 EACL 2023 — accepted papers

EACL 2023 is the 2023 edition of the Conference of the European Chapter of the Association for Computational Linguistics (EACL), held in Dubrovnik, Croatia, May 2023 (publisher: Association for Computational Linguistics). The ACL Anthology lists 335 papers of it in 4 tracks; our library holds 14 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main280System Demonstrations33Student Research Workshop16Tutorial Abstracts6

Awards

As the ACL Anthology records them.

1. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya et al. · 🏆 EACL Outstanding Paper56 citations · our summary
2. Don't Blame the Annotator: Bias Already Starts in the Annotation InstructionsMihir Parmar, Swaroop Mishra, Mor Geva et al. · 🏆 EACL Outstanding Paper42 citations
3. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationKalpesh Krishna, Erin Bransom, Bailey Kuehl et al. · 🏆 EACL Outstanding Paper29 citations · our summary
4. COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language ModelsKanishka Misra, Julia Rayz, Allyson Ettinger · 🏆 EACL Best Paper15 citations
5. UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine TranslationJonas Belouadi, Steffen Eger · 🏆 EACL Outstanding Paper15 citations
6. Small-Text: Active Learning for Text Classification in PythonChristopher Schröder, Lydia Müller, Andreas Niekler et al. · System Demonstrations · 🏆 EACL Best System Demonstration14 citations
7. LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware SummarizationLaura Nguyen, Thomas Scialom, Benjamin Piwowarski et al. · 🏆 EACL Outstanding Paper8 citations
8. Iterative Document-level Information Extraction via Imitation LearningYunmo Chen, William Gantt, Weiwei Gu et al. · 🏆 EACL Outstanding Paper6 citations
9. WinoDict: Probing language models for in-context word acquisitionJulian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu et al. · 🏆 EACL Best Paper6 citations
10. ZELDA: A Comprehensive Benchmark for Supervised Entity DisambiguationMarcel Milich, Alan Akbik · 🏆 EACL Outstanding Paper5 citations
11. A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation QueriesElena Epure, Romain Hennequin · 🏆 EACL Outstanding Paper4 citations
12. PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data AugmentationHongyuan Lu, Wai Lam · 🏆 EACL Outstanding Paper4 citations
13. Identifying the limits of transformers when performing model-checking with natural languageTharindu Madusanka, Riza Batista-navarro, Ian Pratt-hartmann · 🏆 EACL Outstanding Paper2 citations

Most cited papers

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

1. MTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loic Magne et al.503 citations · our summary
2. Should You Mask 15% in Masked Language Modeling?Alexander Wettig, Tianyu Gao, Zexuan Zhong et al.145 citations
3. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev et al.121 citations · our summary
4. DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation ExtractionYoumi Ma, An Wang, Naoaki Okazaki88 citations
5. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsArchiki Prasad, Peter Hase, Xiang Zhou et al.76 citations · our summary
6. A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training MethodsZhihan Zhang, Wenhao Yu, Mengxia Yu et al.68 citations
7. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins60 citations · our summary
8. An In-depth Analysis of Implicit and Subtle Hate Speech MessagesNicolás Benjamín Ocampo, Ekaterina Sviridova, Elena Cabrio et al.57 citations
9. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya et al. · 🏆 EACL Outstanding Paper56 citations · our summary
10. An Empirical Study of Clinical Note Generation from Doctor-Patient EncountersAsma Ben Abacha, Wen-wai Yim, Yadan Fan et al.54 citations

All accepted papers (335)

The most cited first; 14 with our summary link to their page here, the others to the original.

1. MTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loic Magne et al.503 citations · our summary
2. Should You Mask 15% in Masked Language Modeling?Alexander Wettig, Tianyu Gao, Zexuan Zhong et al.145 citations
3. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev et al.121 citations · our summary
4. DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation ExtractionYoumi Ma, An Wang, Naoaki Okazaki88 citations
5. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsArchiki Prasad, Peter Hase, Xiang Zhou et al.76 citations · our summary
6. A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training MethodsZhihan Zhang, Wenhao Yu, Mengxia Yu et al.68 citations
7. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins60 citations · our summary
8. An In-depth Analysis of Implicit and Subtle Hate Speech MessagesNicolás Benjamín Ocampo, Ekaterina Sviridova, Elena Cabrio et al.57 citations
9. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya et al. · 🏆 EACL Outstanding Paper56 citations · our summary
10. An Empirical Study of Clinical Note Generation from Doctor-Patient EncountersAsma Ben Abacha, Wen-wai Yim, Yadan Fan et al.54 citations
11. A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language ProcessingSophie Henning, William Beluch, Alexander Fraser et al.50 citations
12. Don't Blame the Annotator: Bias Already Starts in the Annotation InstructionsMihir Parmar, Swaroop Mishra, Mor Geva et al. · 🏆 EACL Outstanding Paper42 citations
13. Retrieval-augmented Image CaptioningRita Ramos, Desmond Elliott, Bruno Martins42 citations
14. Nationality Bias in Text GenerationPranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar et al.39 citations
15. Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveySachin Kumar, Vidhisha Balachandran, Lucille Njoo et al.37 citations · our summary
16. Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-trainingWenliang Dai, Zihan Liu, Ziwei Ji et al.32 citations
17. Faithfulness-Aware Decoding Strategies for Abstractive SummarizationDavid Wan, Mengwen Liu, Kathleen McKeown et al.31 citations
18. On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on CodexTerry Yue Zhuo, Zhuang Li, Yujin Huang et al.30 citations
19. When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text SummarizationFaisal Ladhak, Esin Durmus, Mirac Suzgun et al.30 citations
20. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationKalpesh Krishna, Erin Bransom, Bailey Kuehl et al. · 🏆 EACL Outstanding Paper29 citations · our summary
21. ferret: a Framework for Benchmarking Explainers on TransformersGiuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura et al. · System Demonstrations28 citations
22. Why Don't You Do It Right? Analysing Annotators' Disagreement in Subjective TasksMarta Sandri, Elisa Leonardelli, Sara Tonelli et al.27 citations
23. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen Eger25 citations · our summary
24. FrameBERT: Conceptual Metaphor Detection with Frame Embedding LearningYucheng Li, Shun Wang, Chenghua Lin et al.25 citations
25. CTC Alignments Improve Autoregressive TranslationBrian Yan, Siddharth Dalmia, Yosuke Higuchi et al.24 citations

See all 335 papers in EACL 2023 — accepted papers →

📄 Papers with our summary in our library (14)

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

1. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, et al.2023 · 202 citations
2. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsArchiki Prasad, Peter Hase, Xiang Zhou, et al.2023 · 182 citations
3. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins2023 · 147 citations
4. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, et al.2023 · 130 citations
5. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationKalpesh Krishna, Erin Bransom, Bailey Kuehl, et al.2023 · 113 citations
6. Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveySachin Kumar, Vidhisha Balachandran, Lucille Njoo, et al.2023 · 87 citations
7. Understanding Transformer Memorization Recall Through IdiomsAdi Haviv, Ido Cohen, Jacob Gidron, et al.2023 · 62 citations
8. LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg2023 · 54 citations
9. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen Eger2023 · 53 citations
10. Automatic Evaluation and Analysis of Idioms in Neural Machine TranslationChristos Baziotis, Prashant Mathur, Eva Hasler2023 · 40 citations
11. Prompt Tuning with Contradictory Intentions for Sarcasm RecognitionYiyi Liu, Ruqing Zhang, Yixing Fan, et al.2023 · 24 citations
12. Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data DiversityYang Janet Liu, Amir Zeldes2023 · 24 citations
13. What happens before and after: Multi-Event Commonsense in Event Coreference ResolutionSahithya Ravi, Chris Tanner, Raymond Ng, et al.2023 · 21 citations
14. Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, et al.2023 · 5 citations

🧭 Top topics

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

🧵Discourse analysis (2)🔗Coreference resolution (2)🔁Machine translation (2)🧠Language models & pretraining (2)😊Sentiment & emotion (2)✍️Text generation (2)📏Evaluation & benchmarks (2)🧷Idioms & multiword expressions (2)English (2)📝Summarization (1)🌍Multilingual & cross-lingual NLP (1)🧮Reasoning (1)🕎Hebrew & Aramaic (1)Semitic languages (1)Biblical Hebrew (1)

📚 Fields

🎭Arts and Humanities (14)🖥️Computer Science (14)🤝Social Sciences (1)

🧑‍🔬 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.

🎓Bar-Ilan UniversityRamat Gan · Israel3 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States3 works here🏢GoogleMountain View · United States2 works here🎓University of EdinburghEdinburgh · United Kingdom2 works here🎓University of North Carolina at Chapel HillChapel Hill · United States1 work here🎓University of British ColumbiaVancouver · Canada1 work here🎓University of WaterlooWaterloo · Canada1 work here🎓George Mason UniversityFairfax · United States1 work here🎓Tel Aviv UniversityTel Aviv · Israel1 work here🎓The University of MelbourneMelbourne · Australia1 work here🎓Georgetown UniversityWashington · United States1 work here🏛️Chinese Academy of SciencesBeijing · China1 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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