---
title: "ACL 2025 — accepted papers — Elamur Research"
description: "ACL 2025 — accepted papers: 24 papers in the Elamur Research library (Vienna, Austria), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acl/2025/"
---
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# ACL 2025 — accepted papers

ACL 2025 is the 2025 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Vienna, Austria, 27 July – 1 August 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 1,966 papers of it in 6 tracks; our library holds 24 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**1,966** papers in the proceedings](#all) · [**24** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2025/#works) · [**1,153** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2025/#works)**Vienna, Austria** where it was held**27 July – 1 August 2025** when

## Tracks

Long Papers 1,602Industry Track 109Short Papers 97Student Research Workshop 86System Demonstrations 64Tutorial Abstracts 8

## Awards

As the ACL Anthology records them.

1. **[Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention](https://aclanthology.org/2025.acl-long.1126/)**Jingyang Yuan, Huazuo Gao, Damai Dai et al. · Long Papers · 🏆 Best Paper*87 citations*
2. **[Byte Latent Transformer: Patches Scale Better Than Tokens](https://aclanthology.org/2025.acl-long.453/)**Artidoro Pagnoni, Ramakanth Pasunuru, Pedro Rodriguez et al. · Long Papers · 🏆 Outstanding Paper*17 citations*
3. **[AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset](https://aclanthology.org/2025.acl-long.96/)**Charles Nimo, Tobi Olatunji, Abraham Toluwase Owodunni et al. · Long Papers · 🏆 Best Social Impact Paper*13 citations*
4. **[HALoGEN: Fantastic LLM Hallucinations and Where to Find Them](https://aclanthology.org/2025.acl-long.71/)**Abhilasha Ravichander, Shrusti Ghela, David Wadden et al. · Long Papers · 🏆 Outstanding Paper*12 citations*
5. **[The AI Gap: How Socioeconomic Status Affects Language Technology Interactions](https://aclanthology.org/2025.acl-long.914/)**Elisa Bassignana, Amanda Cercas Curry, Dirk Hovy · Long Papers · 🏆 Best Social Impact Paper*12 citations*
6. **[All That Glitters is Not Novel: Plagiarism in AI Generated Research](https://aclanthology.org/2025.acl-long.1249/)**Tarun Gupta, Danish Pruthi · Long Papers · 🏆 Outstanding Paper*9 citations*
7. **[BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages](https://aclanthology.org/2025.acl-long.436/)**Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin et al. · Long Papers · 🏆 Best Resource Paper*8 citations*
8. **[LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts](https://aclanthology.org/2025.acl-long.1207/)**Qibing Ren, Hao Li, Dongrui Liu et al. · Long Papers · 🏆 Outstanding Paper*6 citations*
9. **[OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens](https://aclanthology.org/2025.acl-demo.18/)**Jiacheng Liu, Taylor Blanton, Yanai Elazar et al. · System Demonstrations · 🏆 Best Demo*6 citations*
10. **[Towards the Law of Capacity Gap in Distilling Language Models](https://aclanthology.org/2025.acl-long.1097/)**Chen Zhang, Qiuchi Li, Dawei Song et al. · Long Papers · 🏆 Outstanding Paper*5 citations*
11. **[A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive](https://aclanthology.org/2025.acl-long.1454/)**Sarath Sivaprasad, Pramod Kaushik, Sahar Abdelnabi et al. · Long Papers · 🏆 Best Paper*3 citations*
12. **[Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention](https://aclanthology.org/2025.acl-long.270/)**Weixuan Wang, Minghao Wu, Barry Haddow et al. · Long Papers · 🏆 Outstanding Paper*3 citations*
13. **[Fairness through Difference Awareness: Measuring $\textitDesired$ Group Discrimination in LLMs](https://aclanthology.org/2025.acl-long.341/)**Angelina Wang, Michelle Phan, Daniel E. Ho et al. · Long Papers · 🏆 Best Paper*3 citations*
14. **[HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter](https://aclanthology.org/2025.acl-long.115/)**Manuel Tonneau, Diyi Liu, Niyati Malhotra et al. · Long Papers · 🏆 Outstanding Paper*3 citations*
15. **[Language Models Resist Alignment: Evidence From Data Compression](https://aclanthology.org/2025.acl-long.1141/)**Jiaming Ji, Kaile Wang, Tianyi Alex Qiu et al. · Long Papers · 🏆 Best Paper*3 citations*
16. **[Toward Automatic Discovery of a Canine Phonetic Alphabet](https://aclanthology.org/2025.acl-long.451/)**Theron S. Wang, Xingyuan Li, Hridayesh Lekhak et al. · Long Papers · 🏆 Outstanding Paper*3 citations*
17. **[Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization](https://aclanthology.org/2025.acl-long.932/)**Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty · Long Papers · 🏆 Outstanding Paper*2 citations*
18. **[IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages](https://aclanthology.org/2025.acl-long.1070/)**Divya V Sharma, Vijval Ekbote, Anubha Gupta · Long Papers · 🏆 Outstanding Paper*2 citations*
19. **[MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection](https://aclanthology.org/2025.acl-long.1006/)**Yixian Shen, Qi Bi, Jia-hong Huang et al. · Long Papers · 🏆 Best Theme Paper*2 citations*
20. **[Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models](https://aclanthology.org/2025.acl-long.533/)**Xinlin Zhuang, Jiahui Peng, Ren Ma et al. · Long Papers · 🏆 Best Theme Paper*2 citations*
21. **[Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs](https://aclanthology.org/2025.acl-long.1579/)**Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy et al. · Long Papers · 🏆 Best Resource Paper*2 citations*
22. **[Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory](https://aclanthology.org/2025.acl-long.1356/)**Yexiang Liu, Zekun Li, Zhi Fang et al. · Long Papers · 🏆 Outstanding Paper*2 citations*
23. **[Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability](https://aclanthology.org/2025.acl-long.1508/)**Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe · Long Papers · 🏆 Outstanding Paper*2 citations*
24. **[Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling](https://aclanthology.org/2025.acl-long.338/)**Xianzhen Luo, Yixuan Wang, Qingfu Zhu et al. · Long Papers · 🏆 Outstanding Paper*2 citations*
25. **[A New Formulation of Zipf's Meaning-Frequency Law through Contextual Diversity](https://aclanthology.org/2025.acl-long.744/)**Ryo Nagata, Kumiko Tanaka-Ishii · Long Papers · 🏆 Outstanding Paper*1 citation*
26. **[Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases](https://aclanthology.org/2025.acl-long.478/)**Michael Y. Hu, Jackson Petty, Chuan Shi et al. · Long Papers · 🏆 Outstanding Paper*1 citation*
27. **[LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models](https://aclanthology.org/2025.acl-long.1194/)**Hugo Pitorro, Marcos Vinicius Treviso · Long Papers · 🏆 Outstanding Paper*1 citation*
28. **[Mapping 1,000+ Language Models via the Log-Likelihood Vector](https://aclanthology.org/2025.acl-long.1584/)**Momose Oyama, Hiroaki Yamagiwa, Yusuke Takase et al. · Long Papers · 🏆 Outstanding Paper*1 citation*
29. **[MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models](https://aclanthology.org/2025.acl-long.560/)**Zhongzhan Huang, Guoming Ling, Shanshan Zhong et al. · Long Papers · 🏆 Outstanding Paper*1 citation*
30. **[Pre$^3$: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation](https://aclanthology.org/2025.acl-long.551/)**Junyi Chen, Shihao Bai, Zaijun Wang et al. · Long Papers · 🏆 Outstanding Paper*1 citation*
31. **[SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation](https://aclanthology.org/2025.acl-long.1477/)**Gayathri Saranathan, Cong Xu, Mahammad Parwez Alam et al. · Long Papers · 🏆 Best Theme Paper*1 citation*
32. **[Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral](https://aclanthology.org/2025.acl-long.294/)**Shivani Kumar, David Jurgens · Long Papers · 🏆 Best Resource Paper
33. **[Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law](https://aclanthology.org/2025.acl-long.1157/)**Qiming Ge, Shuhao Xing, Songyang Gao et al. · Long Papers · 🏆 Outstanding Paper
34. **[From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding](https://aclanthology.org/2025.acl-long.517/)**Chiwei Zhu, Benfeng Xu, Xiaorui Wang et al. · Long Papers · 🏆 Outstanding Paper
35. **[I0T: Embedding Standardization Method Towards Zero Modality Gap](https://aclanthology.org/2025.acl-long.1319/)**Na Min An, Eunki Kim, James Thorne et al. · Long Papers · 🏆 Outstanding Paper
36. **[Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs](https://aclanthology.org/2025.acl-long.791/)**Jingcheng Niu, Xingdi Yuan, Tong Wang et al. · Long Papers · 🏆 Outstanding Paper
37. **[PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages](https://aclanthology.org/2025.acl-long.1451/)**Sina Ahmadi, Rico Sennrich, Erfan Karami et al. · Long Papers · 🏆 Outstanding Paper
38. **[Past Meets Present: Creating Historical Analogy with Large Language Models](https://aclanthology.org/2025.acl-long.200/)**Nianqi Li, Siyu Yuan, Jiangjie Chen et al. · Long Papers · 🏆 Outstanding Paper
39. **[Typology-Guided Adaptation in Multilingual Models](https://aclanthology.org/2025.acl-long.1059/)**Ndapa Nakashole · Long Papers · 🏆 Outstanding Paper

## Most cited papers

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

1. **[Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference](https://aclanthology.org/2025.acl-long.127/)**Benjamin Warner, Antoine Chaffin, Benjamin Clavié et al. · Long Papers*201 citations*
2. **[F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching](https://md.research.elamur.ai/free/en/papers/chen-2025-f5-tts-fairytaler-that-fakes/)**Yushen Chen, Zhikang Niu, Ziyang Ma et al. · Long Papers*88 citations · our summary*
3. **[Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention](https://aclanthology.org/2025.acl-long.1126/)**Jingyang Yuan, Huazuo Gao, Damai Dai et al. · Long Papers · 🏆 Best Paper*87 citations*
4. **[Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation](https://aclanthology.org/2025.acl-long.1381/)**Junde Wu, Jiayuan Zhu, Yunli Qi et al. · Long Papers*79 citations*
5. **[Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation](https://aclanthology.org/2025.acl-long.1317/)**Shijie Wang, Wenqi Fan, Yue Feng et al. · Long Papers*57 citations*
6. **[MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation](https://aclanthology.org/2025.acl-long.131/)**Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh et al. · Long Papers*39 citations*
7. **[HalluLens: LLM Hallucination Benchmark](https://aclanthology.org/2025.acl-long.1176/)**Yejin Bang, Ziwei Ji, Alan Schelten et al. · Long Papers*38 citations*
8. **[KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph](https://aclanthology.org/2025.acl-long.468/)**Jinhao Jiang, Kun Zhou, Wayne Xin Zhao et al. · Long Papers*36 citations*
9. **[LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks](https://aclanthology.org/2025.acl-short.20/)**Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi et al. · Short Papers*36 citations*
10. **[Recent Advances in Speech Language Models: A Survey](https://aclanthology.org/2025.acl-long.682/)**Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao et al. · Long Papers*36 citations*

## All accepted papers (1,966)

The most cited first; 24 with our summary link to their page here, the others to the original.

1. **[Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference](https://aclanthology.org/2025.acl-long.127/)**Benjamin Warner, Antoine Chaffin, Benjamin Clavié et al. · Long Papers*201 citations*
2. **[F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching](https://md.research.elamur.ai/free/en/papers/chen-2025-f5-tts-fairytaler-that-fakes/)**Yushen Chen, Zhikang Niu, Ziyang Ma et al. · Long Papers*88 citations · our summary*
3. **[Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention](https://aclanthology.org/2025.acl-long.1126/)**Jingyang Yuan, Huazuo Gao, Damai Dai et al. · Long Papers · 🏆 Best Paper*87 citations*
4. **[Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation](https://aclanthology.org/2025.acl-long.1381/)**Junde Wu, Jiayuan Zhu, Yunli Qi et al. · Long Papers*79 citations*
5. **[Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation](https://aclanthology.org/2025.acl-long.1317/)**Shijie Wang, Wenqi Fan, Yue Feng et al. · Long Papers*57 citations*
6. **[MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation](https://aclanthology.org/2025.acl-long.131/)**Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh et al. · Long Papers*39 citations*
7. **[HalluLens: LLM Hallucination Benchmark](https://aclanthology.org/2025.acl-long.1176/)**Yejin Bang, Ziwei Ji, Alan Schelten et al. · Long Papers*38 citations*
8. **[KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph](https://aclanthology.org/2025.acl-long.468/)**Jinhao Jiang, Kun Zhou, Wayne Xin Zhao et al. · Long Papers*36 citations*
9. **[LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks](https://aclanthology.org/2025.acl-short.20/)**Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi et al. · Short Papers*36 citations*
10. **[Recent Advances in Speech Language Models: A Survey](https://aclanthology.org/2025.acl-long.682/)**Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao et al. · Long Papers*36 citations*
11. **[EfficientQAT: Efficient Quantization-Aware Training for Large Language Models](https://md.research.elamur.ai/free/en/papers/chen-2025-efficientqat-efficient-quantization-aware-training/)**Mengzhao Chen, Wenqi Shao, Peng Xu et al. · Long Papers*35 citations · our summary*
12. **[MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents](https://aclanthology.org/2025.acl-long.421/)**Kunlun Zhu, Hongyi Du, Zhaochen Hong et al. · Long Papers*35 citations*
13. **[PlanGenLLMs: A Modern Survey of LLM Planning Capabilities](https://aclanthology.org/2025.acl-long.958/)**Hui Wei, Zihao Zhang, Shenghua He et al. · Long Papers*34 citations*
14. **[Energy Considerations of Large Language Model Inference and Efficiency Optimizations](https://aclanthology.org/2025.acl-long.1563/)**Jared Fernandez, Clara Na, Vashisth Tiwari et al. · Long Papers*31 citations*
15. **[Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools](https://aclanthology.org/2025.acl-long.1383/)**Junde Wu, Jiayuan Zhu, Yuyuan Liu et al. · Long Papers*30 citations*
16. **[mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding](https://aclanthology.org/2025.acl-long.291/)**Anwen Hu, Haiyang Xu, Liang Zhang et al. · Long Papers*29 citations*
17. **[MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark](https://aclanthology.org/2025.acl-long.736/)**Xiang Yue, Tianyu Zheng, Yuansheng Ni et al. · Long Papers*26 citations*
18. **[LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks](https://aclanthology.org/2025.acl-long.183/)**Yushi Bai, Shangqing Tu, Jiajie Zhang et al. · Long Papers*25 citations*
19. **[Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models](https://aclanthology.org/2025.acl-long.1476/)**Fei Wang, Xingchen Wan, Ruoxi Sun et al. · Long Papers*24 citations*
20. **[JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs](https://aclanthology.org/2025.acl-long.1045/)**Junjie Chu, Yugeng Liu, Ziqing Yang et al. · Long Papers*24 citations*
21. **[SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation](https://aclanthology.org/2025.acl-long.1312/)**Zijun Yao, Weijian Qi, Liangming Pan et al. · Long Papers*23 citations*
22. **[The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs](https://aclanthology.org/2025.acl-long.782/)**Nitay Calderon, Roi Reichart, Rotem Dror · Long Papers*23 citations*
23. **[Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories](https://aclanthology.org/2025.acl-long.1490/)**Alperen Yildiz, Sin G Teo, Yiling Lou et al. · Long Papers*21 citations*
24. **[Demystifying Small Language Models for Edge Deployment](https://aclanthology.org/2025.acl-long.718/)**Zhenyan Lu, Xiang Li, Dongqi Cai et al. · Long Papers*21 citations*
25. **[Unveiling Privacy Risks in LLM Agent Memory](https://aclanthology.org/2025.acl-long.1227/)**Bo Wang, Weiyi He, Shenglai Zeng et al. · Long Papers*21 citations*

[See all 1,966 papers in ACL 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2025/papers/)

## Papers with our summary in our library (24)

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

1. **[Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation](https://md.research.elamur.ai/free/en/papers/singh-2025-global-mmlu-understanding-addressing-cultural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.*2025 · 179 citations*
2. **[F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching](https://md.research.elamur.ai/free/en/papers/chen-2025-f5-tts-fairytaler-that-fakes/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yushen Chen, Zhikang Niu, Ziyang Ma, et al.*2025 · 152 citations*
3. **[ProcessBench: Identifying Process Errors in Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/zheng-2025-processbench-identifying-process-errors-mathematical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chujie Zheng, Zhenru Zhang, Beichen Zhang, et al.*2025 · 116 citations*
4. **[How to Train Long-Context Language Models (Effectively)](https://md.research.elamur.ai/free/en/papers/gao-2025-how-train-long-context-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tianyu Gao, Alexander Wettig, Howard Yen, et al.*2025 · 84 citations*
5. **[EfficientQAT: Efficient Quantization-Aware Training for Large Language Models](https://md.research.elamur.ai/free/en/papers/chen-2025-efficientqat-efficient-quantization-aware-training/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mengzhao Chen, Wenqi Shao, Peng Xu, et al.*2025 · 82 citations*
6. **[OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models](https://md.research.elamur.ai/free/en/papers/huang-2025-opencoder-open-cookbook-top-tier/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Siming Huang, Tianhao Cheng, Jason Klein Liu, et al.*2025 · 81 citations*
7. **[PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference](https://md.research.elamur.ai/free/en/papers/ji-2025-pku-saferlhf-multi-level-safety/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiaming Ji, Donghai Hong, Borong Zhang, et al.*2025 · 81 citations*
8. **[WebWalker: Benchmarking LLMs in Web Traversal](https://md.research.elamur.ai/free/en/papers/wu-2025-webwalker-benchmarking-llms-web-traversal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jialong Wu, Wenbiao Yin, Yong Jiang, et al.*2025 · 70 citations*
9. **[CoT-Valve: Length-Compressible Chain-of-Thought Tuning](https://md.research.elamur.ai/free/en/papers/ma-2025-cot-valve-length-compressible-chain/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinyin Ma, Guangnian Wan, Runpeng Yu, et al.*2025 · 64 citations*
10. **[LegalAgentBench: Evaluating LLM Agents in Legal Domain](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haitao Li, Junjie Chen, Jingli Yang, et al.*2025 · 60 citations*
11. **[Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges](https://md.research.elamur.ai/free/en/papers/ma-2025-pragmatics-era-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bolei Ma, Yuting Li, Wei Zhou, et al.*2025 · 49 citations*
12. **[M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/feng-2025-m-mad-multidimensional-multi-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhaopeng Feng, Jiayuan Su, Jiamei Zheng, et al.*2025 · 24 citations*
13. **[An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)](https://md.research.elamur.ai/free/en/papers/burchell-2025-expanded-massive-multilingual-dataset-high/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Laurie Burchell, Ona de Gibert, Nikolay Arefyev, et al.*2025 · 23 citations*
14. **[METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling](https://md.research.elamur.ai/free/en/papers/li-2025-metal-multi-agent-framework-chart/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bingxuan Li, Yiwei Wang, Jiuxiang Gu, et al.*2025 · 15 citations*
15. **[Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering](https://md.research.elamur.ai/free/en/papers/liu-2025-ontology-guided-reverse-thinking-makes/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Runxuan Liu, Bei Luo, Jiaqi Li, et al.*2025 · 15 citations*
16. **[The Impact of Token Granularity on the Predictive Power of Language Model Surprisal](https://md.research.elamur.ai/free/en/papers/oh-2025-impact-token-granularity-predictive-power/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Byung-Doh Oh, William Schuler*2025 · 12 citations*
17. **[from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors](https://md.research.elamur.ai/free/en/papers/yan-2025-benign-import-toxic-jailbreaking-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Yan, Sheng Sun, Zenghao Duan, et al.*2025 · 12 citations*
18. **[GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning](https://md.research.elamur.ai/free/en/papers/ramos-2025-grammamt-improving-machine-translation-grammar/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Rita Ramos, Everlyn Asiko Chimoto, Maartje Ter Hoeve, et al.*2025 · 11 citations*
19. **[Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition](https://md.research.elamur.ai/free/en/papers/mita-2025-developmentally-plausible-working-memory-shapes/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Masato Mita, Ryo Yoshida, Yohei Oseki*2025 · 9 citations*
20. [**Do LLMs Understand Dialogues? A Case Study on Dialogue Acts**Ayesha Qamar, Jonathan Tong, Ruihong Huang*2025 · 6 citations*](https://md.research.elamur.ai/free/en/papers/qamar-2025-do-llms-understand-dialogues-case/)
21. [**Targeted Syntactic Evaluation for Grammatical Error Correction**Aomi Koyama, Masato Mita, Su-Youn Yoon, et al.*2025 · 3 citations*](https://md.research.elamur.ai/free/en/papers/koyama-2025-targeted-syntactic-evaluation-grammatical-error/)
22. [**Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction**Filip Miletić, Sabine Schulte im Walde*2025 · 3 citations*](https://md.research.elamur.ai/free/en/papers/miletic-2025-modeling-evolution-english-noun-compounds/)
23. [**Cross-Genre Learning for Old English Poetry POS Tagging**Irene Miani, Sara Stymne, Gregory R. Darwin*2025 · 2 citations*](https://md.research.elamur.ai/free/en/papers/miani-2025-cross-genre-learning-old-english/)
24. **[The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project](https://md.research.elamur.ai/free/en/papers/aquino-2025-ud-newscrawl-treebank-reflections-challenges/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Angelina Aspra Aquino, Lester James Validad Miranda, Elsie Marie T. Or*2025*

## Top topics

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

[Language models & pretraining (9)](https://md.research.elamur.ai/free/en/topics/language-models/) · [English (3)](https://md.research.elamur.ai/free/en/topics/english/) · [Machine translation (2)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Multilingual & cross-lingual NLP (2)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (2)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (2)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Psycholinguistics & language acquisition (2)](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) · [Bias, fairness & safety (2)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Historical linguistics & language change (2)](https://md.research.elamur.ai/free/en/topics/language-change/) · [Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Universal Dependencies (1)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Treebanks (1)](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/)

**6 more topics**

[Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Efficient models & compression (1)](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Grammatical error correction & learner language (1)](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/)

## Fields

[Arts and Humanities (23)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (23)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (3)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Neuroscience (2)](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Psychology (2)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Engineering (1)](https://md.research.elamur.ai/free/en/shelves/engineering/)

## Top authors

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

[🧑‍🔬**Masato Mita**2 works here · 12 citations](https://md.research.elamur.ai/free/en/authors/masato-mita/) · [🧑‍🔬**Angelika Romanou**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/angelika-romanou/) · [🧑‍🔬**Clementine Fourrier**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/clementine-fourrier/) · [🧑‍🔬**David Ifeoluwa Adelani**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/david-ifeoluwa-adelani/) · [🧑‍🔬**Kelly Marchisio**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/kelly-marchisio/) · [🧑‍🔬**Raymond Ng**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/raymond-ng/) · [🧑‍🔬**Shayne Longpre**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/shayne-longpre/) · [🧑‍🔬**Shivalika Singh**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/shivalika-singh/) · [🧑‍🔬**Wei Qi Leong**1 work here · 179 citations](https://md.research.elamur.ai/free/en/authors/wei-qi-leong/) · [🧑‍🔬**Jian Zhao**1 work here · 152 citations](https://md.research.elamur.ai/free/en/authors/jian-zhao/) · [🧑‍🔬**Kai Yu**1 work here · 152 citations](https://md.research.elamur.ai/free/en/authors/kai-yu/) · [🧑‍🔬**Beichen Zhang**1 work here · 116 citations](https://md.research.elamur.ai/free/en/authors/beichen-zhang/)

## Top institutions

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

[🎓**Harbin Institute of Technology** Harbin · China 2 works here](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**University of Stuttgart** Stuttgart · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-stuttgart/) · [🎓**University of Notre Dame** Notre Dame · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-notre-dame/) · [🔬**Canadian Institute for Advanced Research** Toronto · Canada 1 work here](https://md.research.elamur.ai/free/en/labs/canadian-institute-for-advanced-research/) · [🎓**Uppsala University** Uppsala · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/uppsala-university/) · [🎓**University of Science and Technology of China** Hefei · China 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🏢**Adobe Systems** San Jose · United States 1 work here](https://md.research.elamur.ai/free/en/companies/adobe-systems/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of Helsinki** Helsinki · Finland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) · [🏢**IBM** Armonk · United States 1 work here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Central South University** Changsha · China 1 work here](https://md.research.elamur.ai/free/en/universities/central-south-university/) · [🎓**University of Lisbon** Lisbon · Portugal 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-lisbon/)

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

- [← previous ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/)
- [next → ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)
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