year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Relevance Scores Calibration for Ranked List Truncation via TMP Adapter
Pavel Posokhov; Sergei Masliukhin; Skrylnikov Stepan; Danil Tirskikh; Olesia Makhnytkina
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.402/
acl2025.csv
2,025
ACL
Neuron Activation Modulation for Text Style Transfer: Guiding Large Language Models
Chaona Kong; Jianyi Liu; Yifan Tang; Ru Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.403/
acl2025.csv
2,025
ACL
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
Jingqun Tang; Qi Liu; Yongjie Ye; Jinghui Lu; Shu Wei; An-Lan Wang; Chunhui Lin; Hao Feng; Zhen Zhao; Yanjie Wang; Yuliang Liu; Hao Liu; Xiang Bai; Can Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.404/
acl2025.csv
2,025
ACL
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
Xinyan Jiang; Hang Ye; Yongxin Zhu; Xiaoying Zheng; Zikang Chen; Jun Gong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.405/
acl2025.csv
2,025
ACL
Understanding the Repeat Curse in Large Language Models from a Feature Perspective
Junchi Yao; Shu Yang; Jianhua Xu; Lijie Hu; Mengdi Li; Di Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.406/
acl2025.csv
2,025
ACL
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
Haneul Yoo; Cheonbok Park; Sangdoo Yun; Alice Oh; Hwaran Lee
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.407/
acl2025.csv
2,025
ACL
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
Yang Yao; Xuan Tong; Ruofan Wang; Yixu Wang; Lujundong Li; Liang Liu; Yan Teng; Yingchun Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.408/
acl2025.csv
2,025
ACL
Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection
Yixuan Wang; Shiqi Zhou; Chuanzhe Guo; Qingfu Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.409/
acl2025.csv
2,025
ACL
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
Yao Huang; Yitong Sun; Shouwei Ruan; Yichi Zhang; Yinpeng Dong; Xingxing Wei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.410/
acl2025.csv
2,025
ACL
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns
Enzo Doyen; Amalia Todirascu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.411/
acl2025.csv
2,025
ACL
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews
Christian Jaumann; Andreas Wiedholz; Annemarie Friedrich
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.412/
acl2025.csv
2,025
ACL
LCHAIM - Investigating Long Context Reasoning in Hebrew
Ehud Malul; Oriel Perets; Ziv Mor; Yigal Kassel; Elior Sulem
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.413/
acl2025.csv
2,025
ACL
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation
Jiayuan Li; Lei Cui; Sen Zhao; Yun Yang; Lun Li; Hongsong Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.414/
acl2025.csv
2,025
ACL
MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs
Zilu Dong; Xiangqing Shen; Rui Xia
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.415/
acl2025.csv
2,025
ACL
Large Language Models for Predictive Analysis: How Far Are They?
Qin Chen; Yuanyi Ren; Xiaojun Ma; Yuyang Shi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.416/
acl2025.csv
2,025
ACL
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
Xiaoxue Cheng; Junyi Li; Wayne Xin Zhao; Ji-Rong Wen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.417/
acl2025.csv
2,025
ACL
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation
Qitao Qin; Yucong Luo; Yihang Lu; Zhibo Chu; Xiaoman Liu; Xianwei Meng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.418/
acl2025.csv
2,025
ACL
Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
Yijie Chen; Yijin Liu; Fandong Meng; Yufeng Chen; Jinan Xu; Jie Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.419/
acl2025.csv
2,025
ACL
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models
Jian Gu; Aldeida Aleti; Chunyang Chen; Hongyu Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.420/
acl2025.csv
2,025
ACL
CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels
Lingxiao Wei; He Yan; Lu Xiangju; Junmin Zhu; Jun Wang; Wei Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.421/
acl2025.csv
2,025
ACL
Document Segmentation Matters for Retrieval-Augmented Generation
Zhitong Wang; Cheng Gao; Chaojun Xiao; Yufei Huang; Shuzheng Si; Kangyang Luo; Yuzhuo Bai; Wenhao Li; Tangjian Duan; Chuancheng Lv; Guoshan Lu; Gang Chen; Fanchao Qi; Maosong Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.422/
acl2025.csv
2,025
ACL
UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions
Xunzhi Wang; Zhuowei Zhang; Gaonan Chen; Qiongyu Li; Bitong Luo; Zhixin Han; Haotian Wang; Zhiyu Li; Hang Gao; Mengting Hu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.423/
acl2025.csv
2,025
ACL
Embracing Large Language Models in Traffic Flow Forecasting
Yusheng Zhao; Xiao Luo; Haomin Wen; Zhiping Xiao; Wei Ju; Ming Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.424/
acl2025.csv
2,025
ACL
Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability
Mengliang He; Jiayi Zeng; Yankai Jiang; Wei Zhang; Zeming Liu; Xiaoming Shi; Aimin Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.425/
acl2025.csv
2,025
ACL
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers
Romain Storaï; Jaeseong Lee; Seung-won Hwang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.426/
acl2025.csv
2,025
ACL
UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL
Zhenhe Wu; Zhongqiu Li; Jie Zhang; Zhongjiang He; Jian Yang; Yu Zhao; Ruiyu Fang; Bing Wang; Hongyan Xie; Shuangyong Song; Zhoujun Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.427/
acl2025.csv
2,025
ACL
CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation
Qingyao Li; Xinyi Dai; Xiangyang Li; Weinan Zhang; Yasheng Wang; Ruiming Tang; Yong Yu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.428/
acl2025.csv
2,025
ACL
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
Jiaru Zou; Qing Wang; Pratyush Thakur; Nickvash Kani
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.429/
acl2025.csv
2,025
ACL
Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models
Jihoon Lee; Min Song
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.430/
acl2025.csv
2,025
ACL
Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation
Pramit Bhattacharyya; Arnab Bhattacharya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.431/
acl2025.csv
2,025
ACL
Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality
Yimiao Qiu; Yang Deng; Quanming Yao; Zhimeng Zhang; Zhiang Dong; Chang Yao; Jingyuan Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.432/
acl2025.csv
2,025
ACL
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
Haonan Chen; Liang Wang; Nan Yang; Yutao Zhu; Ziliang Zhao; Furu Wei; Zhicheng Dou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.433/
acl2025.csv
2,025
ACL
Word2Passage: Word-level Importance Re-weighting for Query Expansion
Jeonghwan Choi; Minjeong Ban; Minseok Kim; Hwanjun Song
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.434/
acl2025.csv
2,025
ACL
MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing
Yangbo Wei; Zhen Huang; Fangzhou Zhao; Qi Feng; Wei W. Xing
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.435/
acl2025.csv
2,025
ACL
FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering
Yuan Sui; Yufei He; Nian Liu; Xiaoxin He; Kun Wang; Bryan Hooi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.436/
acl2025.csv
2,025
ACL
REALM: A Dataset of Real-World LLM Use Cases
Jingwen Cheng; Kshitish Ghate; Wenyue Hua; William Yang Wang; Hong Shen; Fei Fang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.437/
acl2025.csv
2,025
ACL
BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models
Tommaso Green; Félix Gaschi; Fabian David Schmidt; Simone Paolo Ponzetto; Goran Glavaš
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.438/
acl2025.csv
2,025
ACL
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
Haokun Zhao; Jinyi Han; Jiaqing Liang; Yanghua Xiao; Xiaojun Meng; Jiansheng Wei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.439/
acl2025.csv
2,025
ACL
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
Xuetao Ma; Wenbin Jiang; Hua Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.440/
acl2025.csv
2,025
ACL
BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
Dipankar Srirag; Aditya Joshi; Jordan Painter; Diptesh Kanojia
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.441/
acl2025.csv
2,025
ACL
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM
Zihan Wang; Yaohui Zhu; Gim Hee Lee; Yachun Fan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.442/
acl2025.csv
2,025
ACL
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs
Yu Guo; Dong Jin; Shenghao Ye; Shuangwu Chen; Jian Yang; Xiaobin Tan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.443/
acl2025.csv
2,025
ACL
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
Jiachen Zhu; Congmin Zheng; Jianghao Lin; Kounianhua Du; Ying Wen; Yong Yu; Jun Wang; Weinan Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.444/
acl2025.csv
2,025
ACL
Contrastive Learning for Task-Independent SpeechLLM-Pretraining
Maike Züfle; Jan Niehues
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.445/
acl2025.csv
2,025
ACL
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm
Qirui Zhou; Shaohui Peng; Weiqiang Xiong; Haixin Chen; Yuanbo Wen; Haochen Li; Ling Li; Qi Guo; Yongwei Zhao; Ke Gao; Ruizhi Chen; Yanjun Wu; Zhao Chen; Yunji Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.446/
acl2025.csv
2,025
ACL
ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models
Yuechi Zhou; Chuyue Zhou; Jianxin Zhang; Juntao Li; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.447/
acl2025.csv
2,025
ACL
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
Xinlong Chen; Yuanxing Zhang; Qiang Liu; Junfei Wu; Fuzheng Zhang; Tieniu Tan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.448/
acl2025.csv
2,025
ACL
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
Xinlong Chen; Yuanxing Zhang; Chongling Rao; Yushuo Guan; Jiaheng Liu; Fuzheng Zhang; Chengru Song; Qiang Liu; Di Zhang; Tieniu Tan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.449/
acl2025.csv
2,025
ACL
Mitigating Demonstration Bias through Global Coevolutionary Reasoning
Chuan Gou; Bangwei Li; Jianhua Dai; Xiaoyang Han; Ming Cai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.450/
acl2025.csv
2,025
ACL
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors
Abderrahmane Issam; Yusuf Can Semerci; Jan Scholtes; Gerasimos Spanakis
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.451/
acl2025.csv
2,025
ACL
T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
Han Lin; Xiu Tang; Huan Li; Wenxue Cao; Sai Wu; Chang Yao; Lidan Shou; Gang Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.452/
acl2025.csv
2,025
ACL
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
Shixin Jiang; Jiafeng Liang; Jiyuan Wang; Xuan Dong; Heng Chang; Weijiang Yu; Jinhua Du; Ming Liu; Bing Qin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.453/
acl2025.csv
2,025
ACL
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter
Verena Blaschke; Masha Fedzechkina; Maartje Ter Hoeve
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.454/
acl2025.csv
2,025
ACL
Agents generalize to novel levels of abstraction by using adaptive linguistic strategies
Kristina Kobrock; Xenia Ohmer; Elia Bruni; Nicole Gotzner
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.455/
acl2025.csv
2,025
ACL
The Linguistic Connectivities Within Large Language Models
Dan Wang; Boxi Cao; Ning Bian; Xuanang Chen; Yaojie Lu; Hongyu Lin; Jia Zheng; Le Sun; Shanshan Jiang; Bin Dong; Xianpei Han
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.456/
acl2025.csv
2,025
ACL
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning
Zhihan Zhang; Yixin Cao; Lizi Liao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.457/
acl2025.csv
2,025
ACL
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
Hongzhe Huang; Jiang Liu; Zhewen Yu; Li Cai; Dian Jiao; Wenqiao Zhang; Siliang Tang; Juncheng Li; Hao Jiang; Haoyuan Li; Yueting Zhuang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.458/
acl2025.csv
2,025
ACL
Achieving binary weight and activation for LLMs using Post-Training Quantization
Siqing Song; Chuang Wang; Rui-Qi Wang; Yi Yang; Xu-Yao Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.459/
acl2025.csv
2,025
ACL
Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
Wei Sun; Tingyu Qu; Mingxiao Li; Jesse Davis; Marie-Francine Moens
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.460/
acl2025.csv
2,025
ACL
From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning
Wenjing Xie; Xiaobo Liang; Juntao Li; Wanfu Wang; Kehai Chen; Qiaoming Zhu; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.461/
acl2025.csv
2,025
ACL
AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
Qi Liu; Jingqing Ruan; Hao Li; Haodong Zhao; Desheng Wang; Jiansong Chen; Wan Guanglu; Xunliang Cai; Zhi Zheng; Tong Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.462/
acl2025.csv
2,025
ACL
Supervised Optimism Correction: Be Confident When LLMs Are Sure
Junjie Zhang; Rushuai Yang; Shunyu Liu; Ting-En Lin; Fei Huang; Yi Chen; Yongbin Li; Dacheng Tao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.463/
acl2025.csv
2,025
ACL
Offline Reinforcement Learning for LLM Multi-step Reasoning
Huaijie Wang; Shibo Hao; Hanze Dong; Shenao Zhang; Yilin Bao; Ziran Yang; Yi Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.464/
acl2025.csv
2,025
ACL
Sampling-based Pseudo-Likelihood for Membership Inference Attacks
Masahiro Kaneko; Youmi Ma; Yuki Wata; Naoaki Okazaki
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.465/
acl2025.csv
2,025
ACL
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Chengyou Jia; Minnan Luo; Zhuohang Dang; Qiushi Sun; Fangzhi Xu; Junlin Hu; Tianbao Xie; Zhiyong Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.466/
acl2025.csv
2,025
ACL
Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data
Xin-Cheng Wen; Yijun Yang; Cuiyun Gao; Yang Xiao; Deheng Ye
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.467/
acl2025.csv
2,025
ACL
GA-S3: Comprehensive Social Network Simulation with Group Agents
Yunyao Zhang; Zikai Song; Hang Zhou; Wenfeng Ren; Yi-Ping Phoebe Chen; Junqing Yu; Wei Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.468/
acl2025.csv
2,025
ACL
M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks
Kaijie Jiao; Quan Wang; Licheng Zhang; Zikang Guo; Zhendong Mao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.469/
acl2025.csv
2,025
ACL
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models
Heeseung Kim; Che Hyun Lee; Sangkwon Park; Jiheum Yeom; Nohil Park; Sangwon Yu; Sungroh Yoon
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.470/
acl2025.csv
2,025
ACL
NeuronMerge: Merging Models via Functional Neuron Groups
Wangyun Gu; Qianghua Gao; Zhang Li-Xin; Xu Shen; Jieping Ye
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.471/
acl2025.csv
2,025
ACL
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
Xiaoyuan Li; Moxin Li; Rui Men; Yichang Zhang; Keqin Bao; Wenjie Wang; Fuli Feng; Dayiheng Liu; Junyang Lin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.472/
acl2025.csv
2,025
ACL
Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
Hao Xiang; Bowen Yu; Hongyu Lin; Keming Lu; Yaojie Lu; Xianpei Han; Ben He; Le Sun; Jingren Zhou; Junyang Lin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.473/
acl2025.csv
2,025
ACL
LIME: Less Is More for MLLM Evaluation
King Zhu; Qianbo Zang; Shian Jia; Siwei Wu; Feiteng Fang; Yizhi Li; Shuyue Guo; Tianyu Zheng; Jiawei Guo; Bo Li; Haoning Wu; Xingwei Qu; Jian Yang; Ruibo Liu; Xiang Yue; Jiaheng Liu; Chenghua Lin; Hamid Alinejad-Rokny; Min Yang; Shiwen Ni; Wenhao Huang; Ge Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.474/
acl2025.csv
2,025
ACL
Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement
Xiaofeng Zhou; Heyan Huang; Lizi Liao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.475/
acl2025.csv
2,025
ACL
CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models
Hong Yi Lin; Chunhua Liu; Haoyu Gao; Patanamon Thongtanunam; Christoph Treude
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.476/
acl2025.csv
2,025
ACL
Narrative Media Framing in Political Discourse
Yulia Otmakhova; Lea Frermann
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.477/
acl2025.csv
2,025
ACL
MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors
Yishuo Cai; Renjie Gu; Jiaxu Li; Xuancheng Huang; Junzhe Chen; Xiaotao Gu; Minlie Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.478/
acl2025.csv
2,025
ACL
Semantic Topology: a New Perspective for Communication Style Characterization
Barbara Scalvini; Alireza Mashaghi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.479/
acl2025.csv
2,025
ACL
Decoding LLM Personality Measurement: Forced-Choice vs. Likert
Xiaoyu Li; Haoran Shi; Zengyi Yu; Yukun Tu; Chanjin Zheng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.480/
acl2025.csv
2,025
ACL
MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References
Koki Horiguchi; Tomoyuki Kajiwara; Takashi Ninomiya; Shoko Wakamiya; Eiji Aramaki
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.481/
acl2025.csv
2,025
ACL
BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance
Ruyi Zhang; Songlei Jian; Yusong Tan; Heng Gao; Haifang Zhou; Kai Lu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.482/
acl2025.csv
2,025
ACL
Multimodal Machine Translation with Text-Image In-depth Questioning
Yue Gao; Jing Zhao; Shiliang Sun; Xiaosong Qiao; Tengfei Song; Hao Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.483/
acl2025.csv
2,025
ACL
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search
Xiaozhuang Song; Shufei Zhang; Tianshu Yu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.484/
acl2025.csv
2,025
ACL
HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering
Aziguli Wulamu; Lyu Zhengyu; Kaiyuan Gong; Yu Han; Zewen Wang; Zhihong Zhu; Bowen Xing
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.485/
acl2025.csv
2,025
ACL
StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following
Jinnan Li; Jinzhe Li; Yue Wang; Yi Chang; Yuan Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.486/
acl2025.csv
2,025
ACL
CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection
Fanxiao Li; Jiaying Wu; Canyuan He; Wei Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.487/
acl2025.csv
2,025
ACL
EtiCor++: Towards Understanding Etiquettical Bias in LLMs
Ashutosh Dwivedi; Siddhant Shivdutt Singh; Ashutosh Modi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.488/
acl2025.csv
2,025
ACL
FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness
Yuanjian Xu; Jianing Hao; Kunsheng Tang; Jingnan Chen; Anxian Liu; Peng Liu; Guang Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.489/
acl2025.csv
2,025
ACL
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
Yingfeng Luo; Tong Zheng; Yongyu Mu; Bei Li; Qinghong Zhang; Yongqi Gao; Ziqiang Xu; Peinan Feng; Xiaoqian Liu; Tong Xiao; JingBo Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.490/
acl2025.csv
2,025
ACL
EC-RAFT: Automated Generation of Clinical Trial Eligibility Criteria through Retrieval-Augmented Fine-Tuning
Nopporn Lekuthai; Nattawit Pewngam; Supitcha Sokrai; Titipat Achakulvisut
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.491/
acl2025.csv
2,025
ACL
Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models
Elena Stringli; Maria Lymperaiou; Giorgos Filandrianos; Athanasios Voulodimos; Giorgos Stamou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.492/
acl2025.csv
2,025
ACL
Implicit Reasoning in Transformers is Reasoning through Shortcuts
Tianhe Lin; Jian Xie; Siyu Yuan; Deqing Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.493/
acl2025.csv
2,025
ACL
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
Kaishuai Xu; Tiezheng Yu; Yi Cheng; Wenjun Hou; Liangyou Li; Xin Jiang; Lifeng Shang; Qun Liu; Wenjie Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.494/
acl2025.csv
2,025
ACL
CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate
Yiliu Sun; Zicheng Zhao; Sheng Wan; Chen Gong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.495/
acl2025.csv
2,025
ACL
PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs
Valentin Knappich; Anna Hätty; Simon Razniewski; Annemarie Friedrich
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.496/
acl2025.csv
2,025
ACL
Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent
Xiaofeng Wang; Zhixin Zhang; Jin Guang Zheng; Yiming Ai; Rui Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.497/
acl2025.csv
2,025
ACL
Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points
Kechi Zhang; Ge Li; Jia Li; Yihong Dong; Jia Li; Zhi Jin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.498/
acl2025.csv
2,025
ACL
Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT
Elke Vandermeerschen; Miryam de Lhoneux
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.499/
acl2025.csv
2,025
ACL
GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking
Florian Schneider; Carolin Holtermann; Chris Biemann; Anne Lauscher
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.500/
acl2025.csv
2,025
ACL
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding
Joonhyung Park; Peng Tang; Sagnik Das; Srikar Appalaraju; Kunwar Yashraj Singh; R. Manmatha; Shabnam Ghadar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.501/
acl2025.csv