---
title: "ACL 2025 — all accepted papers, page 4 — the most cited first"
description: "All 1,966 papers of ACL 2025 · page 4 of 20, the most cited first; those with our summary link to it."
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# ACL 2025: all accepted papers

1,966 papers · page 4 of 20 · the most cited first · [← ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/)

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301. **[Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ↗](https://aclanthology.org/2025.acl-long.561/)**Xin Sun, Jianan Xie, Zhongqi Chen et al. · Long Papers*5 citations*
302. **[Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ↗](https://aclanthology.org/2025.acl-long.1538/)**Boheng Sheng, Jiacheng Yao, Meicong Zhang et al. · Long Papers*5 citations*
303. **[Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ↗](https://aclanthology.org/2025.acl-long.37/)**Cilin Yan, Jingyun Wang, Lin Zhang et al. · Long Papers*5 citations*
304. **[Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ↗](https://aclanthology.org/2025.acl-long.194/)**Zhu Xu, Zhiqiang Zhao, Zihan Zhang et al. · Long Papers*5 citations*
305. **[Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2025.acl-long.913/)**Qianlong Wang, Keyang Ding, Hengxin Gao et al. · Long Papers*5 citations*
306. **[Evaluating Language Models as Synthetic Data Generators ↗](https://aclanthology.org/2025.acl-long.320/)**Seungone Kim, Juyoung Suk, Xiang Yue et al. · Long Papers*5 citations*
307. **[FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ↗](https://aclanthology.org/2025.acl-long.766/)**Zichen Tang, Haihong E, Ziyan Ma et al. · Long Papers*5 citations*
308. **[From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs ↗](https://aclanthology.org/2025.acl-long.1438/)**Ruxiao Chen, Chenguang Wang, Yuran Sun et al. · Long Papers*5 citations*
309. **[GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ↗](https://aclanthology.org/2025.acl-long.527/)**Yi Jiang, Sendong Zhao, Jianbo Li et al. · Long Papers*5 citations*
310. **[Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction ↗](https://aclanthology.org/2025.acl-long.1154/)**Yooseop Lee, Suin Kim, Yohan Jo · Long Papers*5 citations*
311. **[Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ↗](https://aclanthology.org/2025.acl-tutorials.8/)**Traian Rebedea, Leon Derczynski, Shaona Ghosh et al. · Tutorial Abstracts*5 citations*
312. **[Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ↗](https://aclanthology.org/2025.acl-long.1354/)**Xunjian Yin, Xinyi Wang, Liangming Pan et al. · Long Papers*5 citations*
313. **[Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ↗](https://aclanthology.org/2025.acl-long.843/)**Leonardo Ranaldi, Marco Valentino, Andre Freitas · Long Papers*5 citations*
314. **[Jailbreaking? One Step Is Enough! ↗](https://aclanthology.org/2025.acl-long.570/)**Weixiong Zheng, Peijian Zeng, YiWei Li et al. · Long Papers*5 citations*
315. **[Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles ↗](https://aclanthology.org/2025.acl-long.1025/)**Kuang Wang, Xianfei Li, Shenghao Yang et al. · Long Papers*5 citations*
316. **[LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation ↗](https://aclanthology.org/2025.acl-long.41/)**Jakub Šmíd, Pavel Priban, Pavel Kral · Long Papers*5 citations*
317. **[LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ↗](https://aclanthology.org/2025.acl-long.1036/)**Dongil Yang, Minjin Kim, Sunghwan Kim et al. · Long Papers*5 citations*
318. **[Length-Induced Embedding Collapse in PLM-based Models ↗](https://aclanthology.org/2025.acl-long.1396/)**Yuqi Zhou, Sunhao Dai, Zhanshuo Cao et al. · Long Papers*5 citations*
319. **[MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming ↗](https://aclanthology.org/2025.acl-long.1282/)**Weiyang Guo, Jing Li, Wenya Wang et al. · Long Papers*5 citations*
320. **[Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric ↗](https://aclanthology.org/2025.acl-long.908/)**Yuming Yang, Yang Nan, Junjie Ye et al. · Long Papers*5 citations*
321. **[Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System ↗](https://aclanthology.org/2025.acl-long.672/)**Ziyou Jiang, Mingyang Li, Guowei Yang et al. · Long Papers*5 citations*
322. **[Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ↗](https://aclanthology.org/2025.acl-long.257/)**Hai-Long Sun, Zhun Sun, Houwen Peng et al. · Long Papers*5 citations*
323. **[Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ↗](https://aclanthology.org/2025.acl-long.966/)**Felix Friedrich, Katharina Hämmerl, Patrick Schramowski et al. · Long Papers*5 citations*
324. **[OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ↗](https://aclanthology.org/2025.acl-long.906/)**Xiangyu Zhao, Shengyuan Ding, Zicheng Zhang et al. · Long Papers*5 citations*
325. **[On the Reliability of Large Language Models for Causal Discovery ↗](https://aclanthology.org/2025.acl-long.471/)**Tao Feng, Lizhen Qu, Niket Tandon et al. · Long Papers*5 citations*
326. **[PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ↗](https://aclanthology.org/2025.acl-long.225/)**Jiaqi Zhao, Miao Zhang, Ming Wang et al. · Long Papers*5 citations*
327. **[Powerformer: Efficient and High-Accuracy Privacy-Preserving Language Model with Homomorphic Encryption ↗](https://aclanthology.org/2025.acl-long.543/)**Dongjin Park, Eunsang Lee, Joon-Woo Lee · Long Papers*5 citations*
328. **[Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ↗](https://aclanthology.org/2025.acl-long.1384/)**Chenxiao Li, Jingwei Cheng, Qiang Tong et al. · Long Papers*5 citations*
329. **[QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ↗](https://aclanthology.org/2025.acl-long.1150/)**Siyin Wang, Wenyi Yu, Xianzhao Chen et al. · Long Papers*5 citations*
330. **[Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ↗](https://aclanthology.org/2025.acl-long.642/)**Jian Yang, Wei Zhang, Yibo Miao et al. · Long Papers*5 citations*
331. **[REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ↗](https://aclanthology.org/2025.acl-long.1528/)**Navve Wasserman, Roi Pony, Oshri Naparstek et al. · Long Papers*5 citations*
332. **[SConU: Selective Conformal Uncertainty in Large Language Models ↗](https://aclanthology.org/2025.acl-long.934/)**Zhiyuan Wang, Qingni Wang, Yue Zhang et al. · Long Papers*5 citations*
333. **[SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning ↗](https://aclanthology.org/2025.acl-long.559/)**Zexiong Ma, Chao Peng, Pengfei Gao et al. · Long Papers*5 citations*
334. **[Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ↗](https://aclanthology.org/2025.acl-long.1136/)**Shuo Tang, Xianghe Pang, Zexi Liu et al. · Long Papers*5 citations*
335. **[TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ↗](https://aclanthology.org/2025.acl-long.147/)**Cheng-Han Chiang, Hung-yi Lee, Michal Lukasik · Long Papers*5 citations*
336. **[Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach ↗](https://aclanthology.org/2025.acl-long.1251/)**Rochana Chaturvedi, Peyman Baghershahi, Sourav Medya et al. · Long Papers*5 citations*
337. **[Temporal reasoning for timeline summarisation in social media ↗](https://aclanthology.org/2025.acl-long.1362/)**Jiayu Song, Mahmud Elahi Akhter, Dana Atzil-Slonim et al. · Long Papers*5 citations*
338. **[Text is All You Need: LLM-enhanced Incremental Social Event Detection ↗](https://aclanthology.org/2025.acl-long.233/)**Zitai Qiu, Congbo Ma, Jia Wu et al. · Long Papers*5 citations*
339. **[TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ↗](https://aclanthology.org/2025.acl-long.332/)**Max Ku, Cheuk Hei Chong, Jonathan Leung et al. · Long Papers*5 citations*
340. **[Theory of Mind in Large Language Models: Assessment and Enhancement ↗](https://aclanthology.org/2025.acl-long.1522/)**Ruirui Chen, Weifeng Jiang, Chengwei Qin et al. · Long Papers*5 citations*
341. **[Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ↗](https://aclanthology.org/2025.acl-srw.90/)**Juyuan Zhang, Jiechao Gao, Wenwen Ouyang et al. · Student Research Workshop*5 citations*
342. **[Towards Enhanced Immersion and Agency for LLM-based Interactive Drama ↗](https://aclanthology.org/2025.acl-long.546/)**Hongqiu Wu, Weiqi Wu, Tianyang Xu et al. · Long Papers*5 citations*
343. **[Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ↗](https://aclanthology.org/2025.acl-long.702/)**Hyangsuk Min, Yuho Lee, Minjeong Ban et al. · Long Papers*5 citations*
344. **[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*
345. **[TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ↗](https://aclanthology.org/2025.acl-long.604/)**Zhenyu Hou, Ziniu Hu, Yujiang Li et al. · Long Papers*5 citations*
346. **[Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu ↗](https://aclanthology.org/2025.acl-long.429/)**Renhao Pei, Yihong Liu, Peiqin Lin et al. · Long Papers*5 citations*
347. **[UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever ↗](https://aclanthology.org/2025.acl-long.584/)**Ang Li, Yiquan Wu, Yifei Liu et al. · Long Papers*5 citations*
348. **[Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View ↗](https://aclanthology.org/2025.acl-long.519/)**Yanran Wu, Inez Hua, Yi Ding · Long Papers*5 citations*
349. **[What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ↗](https://aclanthology.org/2025.acl-long.310/)**Dongqi Liu, Chenxi Whitehouse, Xi Yu et al. · Long Papers*5 citations*
350. **[When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations ↗](https://aclanthology.org/2025.acl-long.114/)**Huaizhi Ge, Yiming Li, Qifan Wang et al. · Long Papers*5 citations*
351. **[Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above ↗](https://aclanthology.org/2025.acl-long.169/)**Nishant Balepur, Rachel Rudinger, Jordan Boyd-Graber · Long Papers*5 citations*
352. **[YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ↗](https://aclanthology.org/2025.acl-long.675/)**Jennifer D'Souza, Hamed Babaei Giglou, Quentin Münch · Long Papers*5 citations*
353. **[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/)**Yu Yan, Sheng Sun, Zenghao Duan et al. · Long Papers*5 citations · our summary*
354. **[$HomeBench$: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices ↗](https://aclanthology.org/2025.acl-long.597/)**Silin Li, Yuhang Guo, Jiashu Yao et al. · Long Papers*4 citations*
355. **[A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs ↗](https://aclanthology.org/2025.acl-srw.38/)**Sean Kim, Hyuhng Joon Kim · Student Research Workshop*4 citations*
356. **[A Multi-persona Framework for Argument Quality Assessment ↗](https://aclanthology.org/2025.acl-long.593/)**Bojun Jin, Jianzhu Bao, Yufang Hou et al. · Long Papers*4 citations*
357. **[A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ↗](https://aclanthology.org/2025.acl-industry.94/)**Jun Zhang, Yuwei Yan, Junbo Yan et al. · Industry Track*4 citations*
358. **[A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest ↗](https://aclanthology.org/2025.acl-industry.27/)**Antonino Angi, Liubov Nedoshivina, Alessio Sacco et al. · Industry Track*4 citations*
359. **[A Training-free LLM-based Approach to General Chinese Character Error Correction ↗](https://aclanthology.org/2025.acl-long.678/)**Houquan Zhou, Bo Zhang, Zhenghua Li et al. · Long Papers*4 citations*
360. **[ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting ↗](https://aclanthology.org/2025.acl-long.1206/)**Steven H Wang, Maksim Zubkov, Kexin Fan et al. · Long Papers*4 citations*
361. **[AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ↗](https://aclanthology.org/2025.acl-long.611/)**Yilun Zhao, Weiyuan Chen, Zhijian Xu et al. · Long Papers*4 citations*
362. **[Accurate KV Cache Quantization with Outlier Tokens Tracing ↗](https://aclanthology.org/2025.acl-long.631/)**Yi Su, Yuechi Zhou, Quantong Qiu et al. · Long Papers*4 citations*
363. **[AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ↗](https://aclanthology.org/2025.acl-long.1355/)**Zhiheng Xi, Yiwen Ding, Wenxiang Chen et al. · Long Papers*4 citations*
364. **[Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks ↗](https://aclanthology.org/2025.acl-long.476/)**Rana Shahroz, Zhen Tan, Sukwon Yun et al. · Long Papers*4 citations*
365. **[Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ↗](https://aclanthology.org/2025.acl-long.1498/)**Wenrui Liu, Zhifang Guo, Jin Xu et al. · Long Papers*4 citations*
366. **[Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ↗](https://aclanthology.org/2025.acl-long.317/)**Fangru Lin, Shaoguang Mao, Emanuele La Malfa et al. · Long Papers*4 citations*
367. **[Attacking Vision-Language Computer Agents via Pop-ups ↗](https://aclanthology.org/2025.acl-long.411/)**Yanzhe Zhang, Tao Yu, Diyi Yang · Long Papers*4 citations*
368. **[Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ↗](https://aclanthology.org/2025.acl-long.1088/)**Rong-Cheng Tu, Zi-Ao Ma, Tian Lan et al. · Long Papers*4 citations*
369. **[BERT-like Models for Slavic Morpheme Segmentation ↗](https://aclanthology.org/2025.acl-long.337/)**Dmitry Morozov, Lizaveta Astapenka, Anna Glazkova et al. · Long Papers*4 citations*
370. **[Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models ↗](https://aclanthology.org/2025.acl-long.237/)**Kuofeng Gao, Shu-Tao Xia, Ke Xu et al. · Long Papers*4 citations*
371. **[Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning ↗](https://aclanthology.org/2025.acl-long.1482/)**Yingjie Zhu, Xuefeng Bai, Kehai Chen et al. · Long Papers*4 citations*
372. **[Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ↗](https://aclanthology.org/2025.acl-long.1142/)**Qichuan Liu, Chentao Zhang, Chenfeng Zheng et al. · Long Papers*4 citations*
373. **[CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference ↗](https://aclanthology.org/2025.acl-long.1109/)**Jinglong Luo, Guanzhong Chen, Yehong Zhang et al. · Long Papers*4 citations*
374. **[CaLMQA: Exploring culturally specific long-form question answering across 23 languages ↗](https://aclanthology.org/2025.acl-long.578/)**Shane Arora, Marzena Karpinska, Hung-Ting Chen et al. · Long Papers*4 citations*
375. **[Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? ↗](https://aclanthology.org/2025.acl-long.648/)**Leyi Pan, Aiwei Liu, Shiyu Huang et al. · Long Papers*4 citations*
376. **[Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ↗](https://aclanthology.org/2025.acl-long.1009/)**Zhijian Xu, Yilun Zhao, Manasi Patwardhan et al. · Long Papers*4 citations*
377. **[Can Language Models Replace Programmers for Coding? REPOCOD Says `Not Yet' ↗](https://aclanthology.org/2025.acl-long.1204/)**Shanchao Liang, Nan Jiang, Yiran Hu et al. · Long Papers*4 citations*
378. **[Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ↗](https://aclanthology.org/2025.acl-long.905/)**Yancheng He, Shilong Li, Jiaheng Liu et al. · Long Papers*4 citations*
379. **[Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ↗](https://aclanthology.org/2025.acl-long.1463/)**Peter Baile Chen, Yi Zhang, Mike Cafarella et al. · Long Papers*4 citations*
380. **[Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ↗](https://aclanthology.org/2025.acl-long.832/)**Wenxuan Wang, Xiaoyuan Liu, Kuiyi Gao et al. · Long Papers*4 citations*
381. **[ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation ↗](https://aclanthology.org/2025.acl-long.363/)**Xuanle Zhao, Xianzhen Luo, Qi Shi et al. · Long Papers*4 citations*
382. **[CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ↗](https://aclanthology.org/2025.acl-industry.23/)**Harsh Maheshwari, Srikanth Tenneti, Alwarappan Nakkiran · Industry Track*4 citations*
383. **[CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ↗](https://aclanthology.org/2025.acl-industry.19/)**Zejun Xie, Zhiqing Hong, Wenjun Lyu et al. · Industry Track*4 citations*
384. **[CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ↗](https://aclanthology.org/2025.acl-industry.89/)**Kaiwen Yan, Hongcheng Guo, Xuanqing Shi et al. · Industry Track*4 citations*
385. **[Comparing LLM-generated and human-authored news text using formal syntactic theory ↗](https://aclanthology.org/2025.acl-long.443/)**Olga Zamaraeva, Dan Flickinger, Francis Bond et al. · Long Papers*4 citations*
386. **[Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ↗](https://aclanthology.org/2025.acl-long.1523/)**Rui Qiu, Shijie Chen, Yu Su et al. · Long Papers*4 citations*
387. **[Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ↗](https://aclanthology.org/2025.acl-short.97/)**Jongho Kim, Seung-won Hwang · Short Papers*4 citations*
388. **[Cultural Learning-Based Culture Adaptation of Language Models ↗](https://aclanthology.org/2025.acl-long.156/)**Chen Cecilia Liu, Anna Korhonen, Iryna Gurevych · Long Papers*4 citations*
389. **[Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ↗](https://aclanthology.org/2025.acl-long.1135/)**Shaobo Wang, Xiangqi Jin, Ziming Wang et al. · Long Papers*4 citations*
390. **[Decoding Reading Goals from Eye Movements ↗](https://aclanthology.org/2025.acl-long.280/)**Omer Shubi, Cfir Avraham Hadar, Yevgeni Berzak · Long Papers*4 citations*
391. **[Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics ↗](https://aclanthology.org/2025.acl-long.567/)**Wenrui Xu, Dalin Lyu, Weihang Wang et al. · Long Papers*4 citations*
392. **[Diffusion Models Through a Global Lens: Are They Culturally Inclusive? ↗](https://aclanthology.org/2025.acl-long.1503/)**Zahra Bayramli, Ayhan Suleymanzade, Na Min An et al. · Long Papers*4 citations*
393. **[Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ↗](https://aclanthology.org/2025.acl-long.1056/)**Jiakang Yuan, Xiangchao Yan, Bo Zhang et al. · Long Papers*4 citations*
394. **[Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation ↗](https://aclanthology.org/2025.acl-long.1237/)**Jinsung Yoon, Sercan O Arik · Long Papers*4 citations*
395. **[Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ↗](https://aclanthology.org/2025.acl-long.488/)**Tao Wu, Jingyuan Chen, Wang Lin et al. · Long Papers*4 citations*
396. **[Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ↗](https://aclanthology.org/2025.acl-long.1048/)**Zhenyu Wu, Qingkai Zeng, Zhihan Zhang et al. · Long Papers*4 citations*
397. **[Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ↗](https://aclanthology.org/2025.acl-long.244/)**Peichao Lai, Zhengfeng Zhang, Wentao Zhang et al. · Long Papers*4 citations*
398. **[Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes ↗](https://aclanthology.org/2025.acl-srw.19/)**Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago · Student Research Workshop*4 citations*
399. **[Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ↗](https://aclanthology.org/2025.acl-long.499/)**Siting Li, Pang Wei Koh, Simon Shaolei Du · Long Papers*4 citations*
400. **[FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ↗](https://aclanthology.org/2025.acl-long.17/)**Hongzhan Lin, Yang Deng, Yuxuan Gu et al. · Long Papers*4 citations*

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