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Findings of the Association for Computational Linguistics 2024 — accepted papers

Findings of the Association for Computational Linguistics 2024 is the 2024 edition of the Findings of the Association for Computational Linguistics, held in Bangkok, Thailand, August 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 2,432 papers of it; our library holds 63 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

2,432papers in the proceedings 63works in our library 7,586citations of these works Bangkok, Thailandwhere it was held August 2024when

Most cited papers

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

M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlyu Chen, Shitao Xiao, Peitian Zhang et al.700 citations · our summary
Sentiment Analysis in the Era of Large Language Models: A Reality CheckWenxuan Zhang, Yue Deng, Bing Liu et al.359 citations · our summary
Benchmarking Retrieval-Augmented Generation for MedicineGuangzhi Xiong, Qiao Jin, Zhiyong Lu et al.299 citations · our summary
Chain-of-Verification Reduces Hallucination in Large Language ModelsShehzaad Dhuliawala, Mojtaba Komeili, Jing Xu et al.253 citations
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin et al.250 citations · our summary
MM-LLMs: Recent Advances in MultiModal Large Language ModelsDuzhen Zhang, Yahan Yu, Jiahua Dong et al.250 citations · our summary
AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsWanjun Zhong, Ruixiang Cui, Yiduo Guo et al.199 citations · our summary
The Effect of Sampling Temperature on Problem Solving in Large Language ModelsMatthew Renze198 citations · our summary
Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong et al.181 citations · our summary
Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui et al.154 citations · our summary

All accepted papers (2,432)

The most cited first; 63 with our summary link to their page here, the others to the original.

M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlyu Chen, Shitao Xiao, Peitian Zhang et al.700 citations · our summary
Sentiment Analysis in the Era of Large Language Models: A Reality CheckWenxuan Zhang, Yue Deng, Bing Liu et al.359 citations · our summary
Benchmarking Retrieval-Augmented Generation for MedicineGuangzhi Xiong, Qiao Jin, Zhiyong Lu et al.299 citations · our summary
Chain-of-Verification Reduces Hallucination in Large Language ModelsShehzaad Dhuliawala, Mojtaba Komeili, Jing Xu et al.253 citations
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin et al.250 citations · our summary
MM-LLMs: Recent Advances in MultiModal Large Language ModelsDuzhen Zhang, Yahan Yu, Jiahua Dong et al.250 citations · our summary
AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsWanjun Zhong, Ruixiang Cui, Yiduo Guo et al.199 citations · our summary
The Effect of Sampling Temperature on Problem Solving in Large Language ModelsMatthew Renze198 citations · our summary
Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong et al.181 citations · our summary
Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui et al.154 citations · our summary
emotion2vec: Self-Supervised Pre-Training for Speech Emotion RepresentationZiyang Ma, Zhisheng Zheng, Jiaxin Ye et al.150 citations
MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningXiangru Tang, Anni Zou, Zhuosheng Zhang et al.149 citations · our summary
LLM-Rec: Personalized Recommendation via Prompting Large Language ModelsHanjia Lyu, Song Jiang, Hanqing Zeng et al.142 citations
Aligning Large Multimodal Models with Factually Augmented RLHFZhiqing Sun, Sheng Shen, Shengcao Cao et al.134 citations
LLM-QAT: Data-Free Quantization Aware Training for Large Language ModelsZechun Liu, Barlas Oguz, Changsheng Zhao et al.127 citations · our summary
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model AgentsQiusi Zhan, Zhixiang Liang, Zifan Ying et al.124 citations · our summary
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A SurveyLin Long, Rui Wang, Ruixuan Xiao et al.123 citations · our summary
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality TraitsHang Jiang, Xiajie Zhang, Xubo Cao et al.118 citations
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language ModelsNoah Wang, Z.Y. Peng, Haoran Que et al.111 citations
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)Shenglai Zeng, Jiankun Zhang, Pengfei He et al.102 citations
CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto et al.100 citations · our summary
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and ChallengesBosheng Ding, Chengwei Qin, Ruochen Zhao et al.98 citations
Prompt Engineering a Prompt EngineerQinyuan Ye, Mohamed Ahmed, Reid Pryzant et al.97 citations
The Revolution of Multimodal Large Language Models: A SurveyDavide Caffagni, Federico Cocchi, Luca Barsellotti et al.89 citations
Two Tales of Persona in LLMs: A Survey of Role-Playing and PersonalizationYu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao et al.85 citations · our summary

See all 2,432 papers in Findings of the Association for Computational Linguistics 2024 — accepted papers →

Papers with our summary in our library (63)

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

See all 63 works in Findings of the Association for Computational Linguistics 2024 — accepted papers →

Top topics

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

Language models & pretraining (25)Evaluation & benchmarks (8)Reasoning (7)Multilingual & cross-lingual NLP (6)Semitic languages (6)Bias, fairness & safety (5)Hebrew & Aramaic (4)Vision & language (4)Efficient models & compression (4)Discourse analysis (3)Machine translation (3)English (3)Implicature (2)Information retrieval & search (2)Biblical Hebrew (2)

12 more topics

Aramaic (2)Coreference resolution (1)Sentiment & emotion (1)Summarization (1)Text generation (1)Dialogue systems (1)Morphology (1)Knowledge graphs & ontologies (1)Legal AI (1)Tokenization & segmentation (1)French (1)Modern Hebrew (1)

Fields

Computer Science (63)Arts and Humanities (60)Social Sciences (7)Medicine (3)Engineering (1)Psychology (1)

Top authors

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

🧑‍🔬Zhuosheng Zhang3 works here · 422 citations 🧑‍🔬Haonan Li3 works here · 302 citations 🧑‍🔬Preslav Nakov3 works here · 302 citations 🧑‍🔬Reut Tsarfaty3 works here · 93 citations 🧑‍🔬Qingxiu Dong2 works here · 648 citations 🧑‍🔬Dong Yu2 works here · 451 citations 🧑‍🔬Rui Wang2 works here · 333 citations 🧑‍🔬Yu Meng2 works here · 266 citations 🧑‍🔬Timothy Baldwin2 works here · 186 citations 🧑‍🔬Dahua Lin2 works here · 177 citations 🧑‍🔬Yujia Zhou2 works here · 126 citations 🧑‍🔬Nizar Habash2 works here · 120 citations

Top institutions

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

🎓Shanghai Jiao Tong UniversityShanghai ·

China6 works here 🎓University of Illinois Urbana-ChampaignUrbana ·

United States3 works here 🎓The University of MelbourneMelbourne ·

Australia3 works here 🎓Harbin Institute of TechnologyHarbin ·

China3 works here 🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi ·

United Arab Emirates3 works here 🔬Shanghai Artificial Intelligence LaboratoryShanghai ·

China3 works here 🎓University of PennsylvaniaPhiladelphia ·

United States3 works here 🎓New York University Abu DhabiAbu Dhabi ·

United Arab Emirates2 works here 🎓Beijing Institute of TechnologyBeijing ·

China2 works here 🏢MicrosoftRedmond ·

United States2 works here 🏢GoogleMountain View ·

United States2 works here 🎓Bar-Ilan UniversityRamat Gan ·

Israel2 works 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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