year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
Chiwei Zhu; Benfeng Xu; An Yang; Junyang Lin; Quan Wang; Chang Zhou; Zhendong Mao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.302/
acl2025.csv
2,025
ACL
CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval
Heng Yu; Junfeng Kang; Rui Li; Qi Liu; Liyang He; Zhenya Huang; Shuanghong Shen; Junyu Lu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.303/
acl2025.csv
2,025
ACL
AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents
Guhong Chen; Liyang Fan; Zihan Gong; Nan Xie; Zixuan Li; Ziqiang Liu; Chengming Li; Qiang Qu; Hamid Alinejad-Rokny; Shiwen Ni; Min Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.304/
acl2025.csv
2,025
ACL
MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
JinYang Huang; Xiachong Feng; Qiguang Chen; Hanjie Zhao; Zihui Cheng; Jiesong Bai; Jingxuan Zhou; Min Li; Libo Qin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.305/
acl2025.csv
2,025
ACL
An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4
Hui Huang; Xingyuan Bu; Hongli Zhou; Yingqi Qu; Jing Liu; Muyun Yang; Bing Xu; Tiejun Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.306/
acl2025.csv
2,025
ACL
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent
Xueyang Feng; Jingsen Zhang; Jiakai Tang; Wei Li; Guohao Cai; Xu Chen; Quanyu Dai; Yue Zhu; Zhenhua Dong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.307/
acl2025.csv
2,025
ACL
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series
Shuai Niu; Jing Ma; Hongzhan Lin; Liang Bai; Zhihua Wang; Wei Bi; Yida Xu; Guo Li; Xian Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.308/
acl2025.csv
2,025
ACL
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge
Yu Li; Qizhi Pei; Mengyuan Sun; Honglin Lin; Chenlin Ming; Xin Gao; Jiang Wu; Conghui He; Lijun Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.309/
acl2025.csv
2,025
ACL
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning
Hwan Chang; Hwanhee Lee
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.310/
acl2025.csv
2,025
ACL
Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
Wenhao Liu; Siyu An; Junru Lu; Muling Wu; Tianlong Li; Xiaohua Wang; Changze Lv; Xiaoqing Zheng; Di Yin; Xing Sun; Xuanjing Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.311/
acl2025.csv
2,025
ACL
LR²Bench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems
Jianghao Chen; Zhenlin Wei; Zhenjiang Ren; Ziyong Li; Jiajun Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.312/
acl2025.csv
2,025
ACL
McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models
Tian Lan; Xiangdong Su; Xu Liu; Ruirui Wang; Ke Chang; Jiang Li; Guanglai Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.313/
acl2025.csv
2,025
ACL
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering
Yiwei Fu; Yuxing Zhang; Chunchun Chen; Jianwen Ma; Quan Yuan; Rong-Cheng Tu; Xinli Huang; Wei Ye; Xiao Luo; Minghua Deng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.314/
acl2025.csv
2,025
ACL
Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization?
Jingbao Luo; Ming Liu; Ran Liu; Yongpan Sheng; Xin Hu; Gang Li; Peng Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.315/
acl2025.csv
2,025
ACL
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel
Yijiong Yu; Huiqiang Jiang; Xufang Luo; Qianhui Wu; Chin-Yew Lin; Dongsheng Li; Yuqing Yang; Yongfeng Huang; Lili Qiu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.316/
acl2025.csv
2,025
ACL
Self-attention-based Graph-of-Thought for Math Problem Solving
Ruiqiao Bai; Xue Han; Shuo Lei; Junlan Feng; Yanyan Luo; Chao Deng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.317/
acl2025.csv
2,025
ACL
BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks
Weihong Du; Wenrui Liao; Binyu Yan; Hongru Liang; Anthony G Cohn; Wenqiang Lei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.318/
acl2025.csv
2,025
ACL
KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding
Jiakai Tang; Shiqi Shen; ZhipengWang ZhipengWang; Gong Zhi; Xueyang Feng; Zexu Sun; Haoran Tan; Xu Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.319/
acl2025.csv
2,025
ACL
RASD: Retrieval-Augmented Speculative Decoding
Guofeng Quan; Wenfeng Feng; Chuzhan Hao; Guochao Jiang; Yuewei Zhang; Hao Henry Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.320/
acl2025.csv
2,025
ACL
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
Zengyi Gao; Yukun Cao; Hairu Wang; Ao Ke; Yuan Feng; S Kevin Zhou; Xike Xie
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.321/
acl2025.csv
2,025
ACL
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
Kening Zheng; Junkai Chen; Yibo Yan; Xin Zou; Huiyu Zhou; Xuming Hu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.322/
acl2025.csv
2,025
ACL
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
Yilei Tu; Andrew Xue; Freda Shi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.323/
acl2025.csv
2,025
ACL
SEK: Self-Explained Keywords Empower Large Language Models for Code Generation
Lishui Fan; Mouxiang Chen; Zhongxin Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.324/
acl2025.csv
2,025
ACL
Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement
Peng Ding; Jun Kuang; ZongYu Wang; Xuezhi Cao; Xunliang Cai; Jiajun Chen; Shujian Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.325/
acl2025.csv
2,025
ACL
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja; Yadong Lu; Corby Rosset; Boyu Gou; Arindam Mitra; Spencer Whitehead; Yu Su; Ahmed Hassan Awadallah
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.326/
acl2025.csv
2,025
ACL
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
Zhanpeng Chen; Mingxiao Li; Ziyang Chen; Nan Du; Xiaolong Li; Yuexian Zou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.327/
acl2025.csv
2,025
ACL
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts
Yuhao Dan; Jie Zhou; Qin Chen; Junfeng Tian; Liang He
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.328/
acl2025.csv
2,025
ACL
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
Jiamin Su; Yibo Yan; Fangteng Fu; Zhang Han; Jingheng Ye; Xiang Liu; Jiahao Huo; Huiyu Zhou; Xuming Hu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.329/
acl2025.csv
2,025
ACL
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks
Yuanjie Lyu; Chao Zhang; Yuhao Chen; Yong Chen; Tong Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.330/
acl2025.csv
2,025
ACL
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks
Jiayi He; Hehai Lin; Qingyun Wang; Yi R. Fung; Heng Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.331/
acl2025.csv
2,025
ACL
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation
Chenkai Sun; Denghui Zhang; ChengXiang Zhai; Heng Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.332/
acl2025.csv
2,025
ACL
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning
Yunqiao Yang; Houxing Ren; Zimu Lu; Ke Wang; Weikang Shi; Aojun Zhou; Junting Pan; Mingjie Zhan; Hongsheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.333/
acl2025.csv
2,025
ACL
IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web
Hongcheng Guo; Wei Zhang; Junhao Chen; Yaonan Gu; Jian Yang; Junjia Du; Shaosheng Cao; Binyuan Hui; Tianyu Liu; Jianxin Ma; Chang Zhou; Zhoujun Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.334/
acl2025.csv
2,025
ACL
TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis
Fan Gao; Jieyang Peng; Xiaoming Tao; Wang Youzheng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.335/
acl2025.csv
2,025
ACL
DeepRTL2: A Versatile Model for RTL-Related Tasks
Yi Liu; Hongji Zhang; Yunhao Zhou; Zhengyuan Shi; Changran Xu; Qiang Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.336/
acl2025.csv
2,025
ACL
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
Yutao Sun; Mingshuai Chen; Tiancheng Zhao; Ruochen Xu; Zilun Zhang; Jianwei Yin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.337/
acl2025.csv
2,025
ACL
Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer
Long Chen; Shuoyu Guan; Xiaohua Huang; Wen-Jing Wang; Cai Xu; Ziyu Guan; Wei Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.338/
acl2025.csv
2,025
ACL
Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking?
Chengda Lu; Xiaoyu Fan; Yu Huang; Rongwu Xu; Jijie Li; Wei Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.339/
acl2025.csv
2,025
ACL
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
Yuhang Zang; Xiaoyi Dong; Pan Zhang; Yuhang Cao; Ziyu Liu; Shengyuan Ding; Shenxi Wu; Yubo Ma; Haodong Duan; Wenwei Zhang; Kai Chen; Dahua Lin; Jiaqi Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.340/
acl2025.csv
2,025
ACL
RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models
Junjie Li; Nan Zhang; Xiaoyang Qu; Kai Lu; Guokuan Li; Jiguang Wan; Jianzong Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.341/
acl2025.csv
2,025
ACL
RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation
Zhentao Xie; Chengcheng Han; Jinxin Shi; Wenjun Cui; Xin Zhao; Xingjiao Wu; Jiabao Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.342/
acl2025.csv
2,025
ACL
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
Yuxin Jiang; Yufei Wang; Chuhan Wu; Xinyi Dai; Yan Xu; Weinan Gan; Yasheng Wang; Xin Jiang; Lifeng Shang; Ruiming Tang; Wei Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.343/
acl2025.csv
2,025
ACL
RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations
Lian Yan; Chen Tang; Yi Guan; Haotian Wang; Songyuan Wang; Haifeng Liu; Yang Yang; Jingchi Jiang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.344/
acl2025.csv
2,025
ACL
Learning Task Representations from In-Context Learning
Baturay Saglam; Xinyang Hu; Zhuoran Yang; Dionysis Kalogerias; Amin Karbasi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.345/
acl2025.csv
2,025
ACL
CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations
Xiaohu Li; Yunfeng Ning; Zepeng Bao; Mayi Xu; Jianhao Chen; Tieyun Qian
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.346/
acl2025.csv
2,025
ACL
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions
Yubo Li; Yidi Miao; Xueying Ding; Ramayya Krishnan; Rema Padman
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.347/
acl2025.csv
2,025
ACL
OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents
Pengzhou Cheng; Zheng Wu; Zongru Wu; Tianjie Ju; Aston Zhang; Zhuosheng Zhang; Gongshen Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.348/
acl2025.csv
2,025
ACL
Red-Teaming LLM Multi-Agent Systems via Communication Attacks
Pengfei He; Yuping Lin; Shen Dong; Han Xu; Yue Xing; Hui Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.349/
acl2025.csv
2,025
ACL
Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
Zhihong Zhu; Yunyan Zhang; Xianwei Zhuang; Fan Zhang; Zhongwei Wan; Yuyan Chen; Qingqing Long; Yefeng Zheng; Xian Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.350/
acl2025.csv
2,025
ACL
DRT: Deep Reasoning Translation via Long Chain-of-Thought
Jiaan Wang; Fandong Meng; Yunlong Liang; Jie Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.351/
acl2025.csv
2,025
ACL
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
Fuying Wang; Feng Wu; Yihan Tang; Lequan Yu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.352/
acl2025.csv
2,025
ACL
Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating
Dong Zhang; Haiyan Tian; Qingying Sun; Shoushan Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.353/
acl2025.csv
2,025
ACL
Inter-Passage Verification for Multi-evidence Multi-answer QA
Bingsen Chen; Shenji Wan; Xi Ye; Chen Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.354/
acl2025.csv
2,025
ACL
PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences
Alan Chi-Man Lee; Wing-Sun Cheng; Calvin Chun-Kit Chan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.355/
acl2025.csv
2,025
ACL
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System
Haoqi Zheng; Dong Wang; Silin Yang; Yunpeng Qi; Ruochun Jin; Liyang Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.356/
acl2025.csv
2,025
ACL
Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval
Yubai Wei; Jiale Han; Yi Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.357/
acl2025.csv
2,025
ACL
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
Jiawei Zhao; Kejiang Chen; Weiming Zhang; Nenghai Yu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.358/
acl2025.csv
2,025
ACL
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
Jaewoo Lee; Keyang Xuan; Chanakya Ekbote; Sandeep Polisetty; Yi R. Fung; Paul Pu Liang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.359/
acl2025.csv
2,025
ACL
Generative Music Models’ Alignment with Professional and Amateur Users’ Expectations
Zihao Wang; Jiaxing Yu; Haoxuan Liu; Zehui Zheng; Yuhang Jin; Shuyu Li; Shulei Ji; Kejun Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.360/
acl2025.csv
2,025
ACL
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation
Xinrui He; Yikun Ban; Jiaru Zou; Tianxin Wei; Curtiss Cook; Jingrui He
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.361/
acl2025.csv
2,025
ACL
Task Calibration: Calibrating Large Language Models on Inference Tasks
Yingjie Li; Yun Luo; Xiaotian Xie; Yue Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.362/
acl2025.csv
2,025
ACL
MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization
Duy A. Nguyen; Rishi Kesav Mohan; Shimeng Yang; Pritom Saha Akash; Kevin Chen-Chuan Chang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.363/
acl2025.csv
2,025
ACL
Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification
Ivory Yang; Chunhui Zhang; Yuxin Wang; Zhongyu Ouyang; Soroush Vosoughi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.364/
acl2025.csv
2,025
ACL
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
Zhangchen Xu; Yang Liu; Yueqin Yin; Mingyuan Zhou; Radha Poovendran
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.365/
acl2025.csv
2,025
ACL
Select, Read, and Write: A Multi-Agent Framework of Full-Text-based Related Work Generation
Xiaochuan Liu; Ruihua Song; Xiting Wang; Xu Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.366/
acl2025.csv
2,025
ACL
Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages
Pratik Rakesh Singh; Kritarth Prasad; Mohammadi Zaki; Pankaj Wasnik
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.367/
acl2025.csv
2,025
ACL
Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback
Vincent Nguyen; Sarvnaz Karimi; Willow Hallgren; Mahesh Prakash
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.368/
acl2025.csv
2,025
ACL
AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation
Xinfeng Wang; Jin Cui; Fumiyo Fukumoto; Yoshimi Suzuki
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.369/
acl2025.csv
2,025
ACL
Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection
Jin Cui; Xinfeng Wang; Yoshimi Suzuki; Fumiyo Fukumoto
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.370/
acl2025.csv
2,025
ACL
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
Pengzuo Wu; Yuhang Yang; Guangcheng Zhu; Chao Ye; Hong Gu; Xu Lu; Ruixuan Xiao; Bowen Bao; Yijing He; Liangyu Zha; Wentao Ye; Junbo Zhao; Haobo Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.371/
acl2025.csv
2,025
ACL
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration
Zhiyang Zhang; Yaping Zhang; Yupu Liang; Zhiyuan Chen; Lu Xiang; Yang Zhao; Yu Zhou; Chengqing Zong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.372/
acl2025.csv
2,025
ACL
DependEval: Benchmarking LLMs for Repository Dependency Understanding
Junjia Du; Yadi Liu; Hongcheng Guo; Jiawei Wang; Haojian Huang; Yunyi Ni; Zhoujun Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.373/
acl2025.csv
2,025
ACL
A General Knowledge Injection Framework for ICD Coding
Xu Zhang; Kun Zhang; Wenxin Ma; Rongsheng Wang; Chenxu Wu; Yingtai Li; S Kevin Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.374/
acl2025.csv
2,025
ACL
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
Jiahao Huo; Yibo Yan; Xu Zheng; Yuanhuiyi Lyu; Xin Zou; Zhihua Wei; Xuming Hu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.375/
acl2025.csv
2,025
ACL
Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions
Wenjian Ding; Yao Zhang; Jun Wang; Adam Jatowt; Zhenglu Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.376/
acl2025.csv
2,025
ACL
DiffSkip: Differential Layer Skipping in Large Language Models
Xuan Luo; Weizhi Wang; Xifeng Yan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.377/
acl2025.csv
2,025
ACL
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
Zihao Jiang; Ben Liu; Miao Peng; Wenjie Xu; Yao Xiao; Zhenyan Shan; Min Peng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.378/
acl2025.csv
2,025
ACL
A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding
Jinghui Lu; Haiyang Yu; Yanjie Wang; Yongjie Ye; Jingqun Tang; Ziwei Yang; Binghong Wu; Qi Liu; Hao Feng; Han Wang; Hao Liu; Can Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.379/
acl2025.csv
2,025
ACL
Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation
Mingzhe Li; Xin Lu; Yanyan Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.380/
acl2025.csv
2,025
ACL
TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning
Mingyu Zheng; Zhifan Feng; Jia Wang; Lanrui Wang; Zheng Lin; Hao Yang; Weiping Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.381/
acl2025.csv
2,025
ACL
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition
Nagham Hamad; Mohammed Khalilia; Mustafa Jarrar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.382/
acl2025.csv
2,025
ACL
Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
Hongji Yang; Yucheng Zhou; Wencheng Han; Jianbing Shen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.383/
acl2025.csv
2,025
ACL
CodeV: Issue Resolving with Visual Data
Linhao Zhang; Daoguang Zan; Quanshun Yang; Zhirong Huang; Dong Chen; Bo Shen; Tianyu Liu; Yongshun Gong; Huang Pengjie; Xudong Lu; Guangtai Liang; Lizhen Cui; Qianxiang Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.384/
acl2025.csv
2,025
ACL
A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
Hongbin Na; Yining Hua; Zimu Wang; Tao Shen; Beibei Yu; Lilin Wang; Wei Wang; John Torous; Ling Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.385/
acl2025.csv
2,025
ACL
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
Tao He; Hao Li; Jingchang Chen; Runxuan Liu; Yixin Cao; Lizi Liao; Zihao Zheng; Zheng Chu; Jiafeng Liang; Ming Liu; Bing Qin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.386/
acl2025.csv
2,025
ACL
SEE: Continual Fine-tuning with Sequential Ensemble of Experts
Zhilin Wang; Yafu Li; Xiaoye Qu; Yu Cheng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.387/
acl2025.csv
2,025
ACL
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
Chi-Min Chan; Chunpu Xu; Junqi Zhu; Jiaming Ji; Donghai Hong; Pengcheng Wen; Chunyang Jiang; Zhen Ye; Yaodong Yang; Wei Xue; Sirui Han; Yike Guo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.388/
acl2025.csv
2,025
ACL
Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models
Rui Hu; Delai Qiu; Shuyu Wei; Jiaming Zhang; Yining Wang; Shengping Liu; Jitao Sang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.389/
acl2025.csv
2,025
ACL
OpenHuEval: Evaluating Large Language Model on Hungarian Specifics
Haote Yang; Xingjian Wei; Jiang Wu; Noémi Ligeti-Nagy; Jiaxing Sun; Yinfan Wang; Győző Zijian Yang; Junyuan Gao; Jingchao Wang; Bowen Jiang; Shasha Wang; Nanjun Yu; Zihao Zhang; Shixin Hong; Hongwei Liu; Wei Li; Songyang Zhang; Dahua Lin; Lijun Wu; Gábor Prószéky; Conghui He
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.390/
acl2025.csv
2,025
ACL
StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models
Sirui Huang; Yanggan Gu; Zhonghao Li; Xuming Hu; Li Qing; Guandong Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.391/
acl2025.csv
2,025
ACL
From Imitation to Introspection: Probing Self-Consciousness in Language Models
Sirui Chen; Shu Yu; Shengjie Zhao; Chaochao Lu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.392/
acl2025.csv
2,025
ACL
DocFusion: A Unified Framework for Document Parsing Tasks
Mingxu Chai; Ziyu Shen; Chong Zhang; Yue Zhang; Xiao Wang; Shihan Dou; Jihua Kang; Jiazheng Zhang; Qi Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.393/
acl2025.csv
2,025
ACL
Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models
Yue Li; Xin Yi; Dongsheng Shi; Gerard De Melo; Xiaoling Wang; Linlin Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.394/
acl2025.csv
2,025
ACL
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
Bowen Ping; Jiali Zeng; Fandong Meng; Shuo Wang; Jie Zhou; Shanghang Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.395/
acl2025.csv
2,025
ACL
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
Quanyu Long; Jianda Chen; Zhengyuan Liu; Nancy F. Chen; Wenya Wang; Sinno Jialin Pan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.396/
acl2025.csv
2,025
ACL
Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning
Bofei Gao; Yejie Wang; Yibo Miao; Ruoyu Wu; Feifan Song; Longhui Yu; Tianyu Liu; Baobao Chang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.397/
acl2025.csv
2,025
ACL
Topic Modeling for Short Texts via Optimal Transport-Based Clustering
Tu Vu; Manh Do; Tung Nguyen; Linh Ngo Van; Sang Dinh; Thien Huu Nguyen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.398/
acl2025.csv
2,025
ACL
Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions?
Colin Swaelens; Ilse De Vos; Els Lefever
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.399/
acl2025.csv
2,025
ACL
FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights
Chengzhang Yu; Yiming Zhang; Zhixin Liu; Zenghui Ding; Yining Sun; Zhanpeng Jin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.400/
acl2025.csv
2,025
ACL
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
Xi Li; Ruofan Mao; Yusen Zhang; Renze Lou; Chen Wu; Jiaqi Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.401/
acl2025.csv