year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
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2,025
ACL
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
Sangyeop Kim; Yohan Lee; Yongwoo Song; Kimin Lee
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.101/
acl2025.csv
2,025
ACL
ECERC: Evidence-Cause Attention Network for Multi-Modal Emotion Recognition in Conversation
Tao Zhang; Zhenhua Tan
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.102/
acl2025.csv
2,025
ACL
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System
Li Hu; Guoqiang Chen; Xiuwei Shang; Shaoyin Cheng; Benlong Wu; Gangyang Li; Xu Zhu; Weiming Zhang; Nenghai Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.103/
acl2025.csv
2,025
ACL
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions
Matthias Orlikowski; Jiaxin Pei; Paul Röttger; Philipp Cimiano; David Jurgens; Dirk Hovy
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.104/
acl2025.csv
2,025
ACL
Exploring Forgetting in Large Language Model Pre-Training
Chonghua Liao; Ruobing Xie; Xingwu Sun; Haowen Sun; Zhanhui Kang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.105/
acl2025.csv
2,025
ACL
Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks
Virgile Rennard; Christos Xypolopoulos; Michalis Vazirgiannis
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.106/
acl2025.csv
2,025
ACL
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Yifan Xu; Xiao Liu; Xueqiao Sun; Siyi Cheng; Hao Yu; Hanyu Lai; Shudan Zhang; Dan Zhang; Jie Tang; Yuxiao Dong
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.107/
acl2025.csv
2,025
ACL
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
Yongxin Huang; Kexin Wang; Goran Glavaš; Iryna Gurevych
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.108/
acl2025.csv
2,025
ACL
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
Yijie Jin; Junjie Peng; Xuanchao Lin; Haochen Yuan; Lan Wang; Cangzhi Zheng
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.109/
acl2025.csv
2,025
ACL
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
Yichi Zhang; Zhuo Chen; Lingbing Guo; Yajing Xu; Shaokai Chen; Mengshu Sun; Binbin Hu; Zhiqiang Zhang; Lei Liang; Wen Zhang; Huajun Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.110/
acl2025.csv
2,025
ACL
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch
Jan Pfister; Julia Wunderle; Andreas Hotho
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.111/
acl2025.csv
2,025
ACL
Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues
Youngmin Kim; Jiwan Chung; Jisoo Kim; Sunghyun Lee; Sangkyu Lee; Junhyeok Kim; Cheoljong Yang; Youngjae Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.112/
acl2025.csv
2,025
ACL
How Much Do Encoder Models Know About Word Senses?
Simone Teglia; Simone Tedeschi; Roberto Navigli
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.113/
acl2025.csv
2,025
ACL
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations
Huaizhi Ge; Yiming Li; Qifan Wang; Yongfeng Zhang; Ruixiang Tang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.114/
acl2025.csv
2,025
ACL
HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter
Manuel Tonneau; Diyi Liu; Niyati Malhotra; Scott A. Hale; Samuel Fraiberger; Victor Orozco-Olvera; Paul Röttger
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.115/
acl2025.csv
2,025
ACL
LegalAgentBench: Evaluating LLM Agents in Legal Domain
Haitao Li; Junjie Chen; Jingli Yang; Qingyao Ai; Wei Jia; Youfeng Liu; Kai Lin; Yueyue Wu; Guozhi Yuan; Yiran Hu; Wuyue Wang; Yiqun Liu; Minlie Huang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.116/
acl2025.csv
2,025
ACL
Inference Compute-Optimal Video Vision Language Models
Peiqi Wang; ShengYun Peng; Xuewen Zhang; Hanchao Yu; Yibo Yang; Lifu Huang; Fujun Liu; Qifan Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.117/
acl2025.csv
2,025
ACL
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
Anirudh Sundar; Sinead Williamson; Katherine Metcalf; Barry-John Theobald; Skyler Seto; Masha Fedzechkina
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.118/
acl2025.csv
2,025
ACL
Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits
Amrit Poudel; Yifan Ding; Tim Weninger; Jürgen Pfeffer
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.119/
acl2025.csv
2,025
ACL
Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse
Anna Kołos; Katarzyna Lorenc; Emilia Wiśnios; Agnieszka Karlińska
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.120/
acl2025.csv
2,025
ACL
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales
Maor Reuben; Ortal Slobodin; Idan-Chaim Cohen; Aviad Elyashar; Orna Braun-Lewensohn; Odeya Cohen; Rami Puzis
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.121/
acl2025.csv
2,025
ACL
Did Translation Models Get More Robust Without Anyone Even Noticing?
Ben Peters; Andre Martins
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.122/
acl2025.csv
2,025
ACL
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset
Dan Su; Kezhi Kong; Ying Lin; Joseph Jennings; Brandon Norick; Markus Kliegl; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.123/
acl2025.csv
2,025
ACL
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings
Hans William Alexander Hanley; Zakir Durumeric
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.124/
acl2025.csv
2,025
ACL
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models
Tassilo Klein; Moin Nabi
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.125/
acl2025.csv
2,025
ACL
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Haohang Li; Yupeng Cao; Yangyang Yu; Shashidhar Reddy Javaji; Zhiyang Deng; Yueru He; Yuechen Jiang; Zining Zhu; K.p. Subbalakshmi; Jimin Huang; Lingfei Qian; Xueqing Peng; Jordan W. Suchow; Qianqian Xie
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.126/
acl2025.csv
2,025
ACL
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Benjamin Warner; Antoine Chaffin; Benjamin Clavié; Orion Weller; Oskar Hallström; Said Taghadouini; Alexis Gallagher; Raja Biswas; Faisal Ladhak; Tom Aarsen; Griffin Thomas Adams; Jeremy Howard; Iacopo Poli
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.127/
acl2025.csv
2,025
ACL
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models
Zhengyang Shan; Emily Diana; Jiawei Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.128/
acl2025.csv
2,025
ACL
D.Va: Validate Your Demonstration First Before You Use It
Qi Zhang; Zhiqing Xiao; Ruixuan Xiao; Lirong Gao; Junbo Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.129/
acl2025.csv
2,025
ACL
Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists?
Jiwan Chung; Janghan Yoon; Junhyeong Park; Sangeyl Lee; Joowon Yang; Sooyeon Park; Youngjae Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.130/
acl2025.csv
2,025
ACL
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
Chia-Yuan Chang; Zhimeng Jiang; Vineeth Rakesh; Menghai Pan; Chin-Chia Michael Yeh; Guanchu Wang; Mingzhi Hu; Zhichao Xu; Yan Zheng; Mahashweta Das; Na Zou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.131/
acl2025.csv
2,025
ACL
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
Hui Liu; Wenya Wang; Hao Sun; Chris Xing Tian; Chenqi Kong; Xin Dong; Haoliang Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.132/
acl2025.csv
2,025
ACL
Direct Prompt Optimization with Continuous Representations
Yangkun Wang; Zihan Wang; Jingbo Shang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.133/
acl2025.csv
2,025
ACL
uMedSum: A Unified Framework for Clinical Abstractive Summarization
Aishik Nagar; Yutong Liu; Andy T. Liu; Viktor Schlegel; Vijay Prakash Dwivedi; Arun-Kumar Kaliya-Perumal; Guna Pratheep Kalanchiam; Yili Tang; Robby T. Tan
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.134/
acl2025.csv
2,025
ACL
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement
Yifan Yang; Zheshu Song; Jianheng Zhuo; Mingyu Cui; Jinpeng Li; Bo Yang; Yexing Du; Ziyang Ma; Xunying Liu; Ziyuan Wang; Ke Li; Shuai Fan; Kai Yu; Wei-Qiang Zhang; Guoguo Chen; Xie Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.135/
acl2025.csv
2,025
ACL
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents
Fanhang Man; Huandong Wang; Jianjie Fang; Zhaoyi Deng; Baining Zhao; Xinlei Chen; Yong Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.136/
acl2025.csv
2,025
ACL
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
Xiang Huang; Jiayu Shen; Shanshan Huang; Sitao Cheng; Xiaxia Wang; Yuzhong Qu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.137/
acl2025.csv
2,025
ACL
AndroidGen: Building an Android Language Agent under Data Scarcity
Hanyu Lai; Junjie Gao; Xiao Liu; Yifan Xu; Shudan Zhang; Yuxiao Dong; Jie Tang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.138/
acl2025.csv
2,025
ACL
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
Mingxuan Xia; Haobo Wang; Yixuan Li; Zewei Yu; Jindong Wang; Junbo Zhao; Runze Wu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.139/
acl2025.csv
2,025
ACL
A Survey of Post-Training Scaling in Large Language Models
Hanyu Lai; Xiao Liu; Junjie Gao; Jiale Cheng; Zehan Qi; Yifan Xu; Shuntian Yao; Dan Zhang; Jinhua Du; Zhenyu Hou; Xin Lv; Minlie Huang; Yuxiao Dong; Jie Tang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.140/
acl2025.csv
2,025
ACL
Position-aware Automatic Circuit Discovery
Tal Haklay; Hadas Orgad; David Bau; Aaron Mueller; Yonatan Belinkov
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.141/
acl2025.csv
2,025
ACL
HyperFM: Fact-Centric Multimodal Fusion for Link Prediction over Hyper-Relational Knowledge Graphs
Yuhuan Lu; Weijian Yu; Xin Jing; Dingqi Yang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.142/
acl2025.csv
2,025
ACL
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model
Gregor Geigle; Florian Schneider; Carolin Holtermann; Chris Biemann; Radu Timofte; Anne Lauscher; Goran Glavaš
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.143/
acl2025.csv
2,025
ACL
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation
Dimitris Gkoumas; Maria Liakata
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.144/
acl2025.csv
2,025
ACL
Ensemble Watermarks for Large Language Models
Georg Niess; Roman Kern
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.145/
acl2025.csv
2,025
ACL
Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities
Jiahui Geng; Thy Thy Tran; Preslav Nakov; Iryna Gurevych
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.146/
acl2025.csv
2,025
ACL
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge
Cheng-Han Chiang; Hung-yi Lee; Michal Lukasik
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.147/
acl2025.csv
2,025
ACL
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
Hanghui Guo; Jia Zhu; Shimin Di; Weijie Shi; Zhangze Chen; Jiajie Xu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.148/
acl2025.csv
2,025
ACL
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation
Boxuan Lyu; Hidetaka Kamigaito; Kotaro Funakoshi; Manabu Okumura
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.149/
acl2025.csv
2,025
ACL
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Junjie Ye; Zhengyin Du; Xuesong Yao; Weijian Lin; Yufei Xu; Zehui Chen; Zaiyuan Wang; Sining Zhu; Zhiheng Xi; Siyu Yuan; Tao Gui; Qi Zhang; Xuanjing Huang; Jiecao Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.150/
acl2025.csv
2,025
ACL
Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
Zhili Liu; Yunhao Gou; Kai Chen; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang; Zhenguo Li; Xin Jiang; Qun Liu; James Kwok
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.151/
acl2025.csv
2,025
ACL
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
Weicong Qin; Yi Xu; Weijie Yu; Chenglei Shen; Ming He; Jianping Fan; Xiao Zhang; Jun Xu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.152/
acl2025.csv
2,025
ACL
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
Jundong Xu; Hao Fei; Meng Luo; Qian Liu; Liangming Pan; William Yang Wang; Preslav Nakov; Mong-Li Lee; Wynne Hsu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.153/
acl2025.csv
2,025
ACL
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs
Jianghao Chen; Junhong Wu; Yangyifan Xu; Jiajun Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.154/
acl2025.csv
2,025
ACL
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training
Yuanfan Li; Zhaohan Zhang; Chengzhengxu Li; Chao Shen; Xiaoming Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.155/
acl2025.csv
2,025
ACL
Cultural Learning-Based Culture Adaptation of Language Models
Chen Cecilia Liu; Anna Korhonen; Iryna Gurevych
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.156/
acl2025.csv
2,025
ACL
A-TASC: Asian TED-Based Automatic Subtitling Corpus
Yuhan Zhou; Naoki Yoshinaga
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.157/
acl2025.csv
2,025
ACL
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
Youliang Yuan; Wenxiang Jiao; Wenxuan Wang; Jen-tse Huang; Jiahao Xu; Tian Liang; Pinjia He; Zhaopeng Tu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.158/
acl2025.csv
2,025
ACL
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs
Yuchen Fu; Zifeng Cheng; Zhiwei Jiang; Zhonghui Wang; Yafeng Yin; Zhengliang Li; Qing Gu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.159/
acl2025.csv
2,025
ACL
No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions
Neha Srikanth; Rachel Rudinger; Jordan Lee Boyd-Graber
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.160/
acl2025.csv
2,025
ACL
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs
Rupak Sarkar; Neha Srikanth; Taylor Pellegrin; Rachel Rudinger; Claire Bonial; Philip Resnik
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.161/
acl2025.csv
2,025
ACL
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models
Olga Loginova; Oleksandr Bezrukov; Ravi Shekhar; Alexey Kravets
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.162/
acl2025.csv
2,025
ACL
Towards Reward Fairness in RLHF: From a Resource Allocation Perspective
Sheng Ouyang; Yulan Hu; Ge Chen; Qingyang Li; Fuzheng Zhang; Yong Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.163/
acl2025.csv
2,025
ACL
Taming LLMs with Gradient Grouping
Siyuan Li; Juanxi Tian; Zedong Wang; Xin Jin; Zicheng Liu; Wentao Zhang; Dan Xu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.164/
acl2025.csv
2,025
ACL
LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
Sukannya Purkayastha; Zhuang Li; Anne Lauscher; Lizhen Qu; Iryna Gurevych
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.165/
acl2025.csv
2,025
ACL
Revisiting Common Assumptions about Arabic Dialects in NLP
Amr Keleg; Sharon Goldwater; Walid Magdy
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.166/
acl2025.csv
2,025
ACL
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification
Ravi Patel; Angus Brayne; Rogier Hintzen; Daniel Jaroslawicz; Georgiana Neculae; Dane S. Corneil
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.167/
acl2025.csv
2,025
ACL
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas
Nishant Balepur; Vishakh Padmakumar; Fumeng Yang; Shi Feng; Rachel Rudinger; Jordan Lee Boyd-Graber
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.168/
acl2025.csv
2,025
ACL
Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above
Nishant Balepur; Rachel Rudinger; Jordan Lee Boyd-Graber
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.169/
acl2025.csv
2,025
ACL
Detection of Human and Machine-Authored Fake News in Urdu
Muhammad Zain Ali; Yuxia Wang; Bernhard Pfahringer; Tony C Smith
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.170/
acl2025.csv
2,025
ACL
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
Yangyang Zhao; Ben Niu; Libo Qin; Shihan Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.171/
acl2025.csv
2,025
ACL
SR-LLM: Rethinking the Structured Representation in Large Language Model
Jiahuan Zhang; Tianheng Wang; Hanqing Wu; Ziyi Huang; Yulong Wu; Dongbai Chen; Linfeng Song; Yue Zhang; Guozheng Rao; Kaicheng Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.172/
acl2025.csv
2,025
ACL
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
Chuang Zhou; Zhu Wang; Shengyuan Chen; Jiahe Du; Qiyuan Zheng; Zhaozhuo Xu; Xiao Huang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.173/
acl2025.csv
2,025
ACL
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Zifeng Cheng; Zhonghui Wang; Yuchen Fu; Zhiwei Jiang; Yafeng Yin; Cong Wang; Qing Gu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.174/
acl2025.csv
2,025
ACL
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
Jinghan He; Kuan Zhu; Haiyun Guo; Junfeng Fang; Zhenglin Hua; Yuheng Jia; Ming Tang; Tat-Seng Chua; Jinqiao Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.175/
acl2025.csv
2,025
ACL
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
Jiajie Jin; Xiaoxi Li; Guanting Dong; Yuyao Zhang; Yutao Zhu; Yongkang Wu; Zhonghua Li; Ye Qi; Zhicheng Dou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.176/
acl2025.csv
2,025
ACL
Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations
Chaoyi Xiang; Chunhua Liu; Simon De Deyne; Lea Frermann
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.177/
acl2025.csv
2,025
ACL
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding
Yuting Wei; Qi Meng; Yuanxing Xu; Bin Wu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.178/
acl2025.csv
2,025
ACL
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
Guanting Dong; Jiajie Jin; Xiaoxi Li; Yutao Zhu; Zhicheng Dou; Ji-Rong Wen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.179/
acl2025.csv
2,025
ACL
Progressive Multimodal Reasoning via Active Retrieval
Guanting Dong; Chenghao Zhang; Mengjie Deng; Yutao Zhu; Zhicheng Dou; Ji-Rong Wen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.180/
acl2025.csv
2,025
ACL
Pre-training Distillation for Large Language Models: A Design Space Exploration
Hao Peng; Xin Lv; Yushi Bai; Zijun Yao; Jiajie Zhang; Lei Hou; Juanzi Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.181/
acl2025.csv
2,025
ACL
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions
Pu Jian; Donglei Yu; Wen Yang; Shuo Ren; Jiajun Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.182/
acl2025.csv
2,025
ACL
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Yushi Bai; Shangqing Tu; Jiajie Zhang; Hao Peng; Xiaozhi Wang; Xin Lv; Shulin Cao; Jiazheng Xu; Lei Hou; Yuxiao Dong; Jie Tang; Juanzi Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.183/
acl2025.csv
2,025
ACL
Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues
Haiyang Wang; Zhiliang Tian; Yuchen Pan; Xin Song; Xin Niu; Minlie Huang; Bin Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.184/
acl2025.csv
2,025
ACL
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts
Youcheng Huang; Chen Huang; Duanyu Feng; Wenqiang Lei; Jiancheng Lv
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.185/
acl2025.csv
2,025
ACL
FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining
Guichao Zhu; Lintian Lei; Yuhao Qing; Yichao Fu; Fanxin Li; Dong Huang; Zekai Sun; Heming Cui
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.186/
acl2025.csv
2,025
ACL
LongReward: Improving Long-context Large Language Models with AI Feedback
Jiajie Zhang; Zhongni Hou; Xin Lv; Shulin Cao; Zhenyu Hou; Yilin Niu; Lei Hou; Yuxiao Dong; Ling Feng; Juanzi Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.187/
acl2025.csv
2,025
ACL
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
Yuxi Xia; Pedro Henrique Luz De Araujo; Klim Zaporojets; Benjamin Roth
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.188/
acl2025.csv
2,025
ACL
UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench
Boxi Yu; Yuxuan Zhu; Pinjia He; Daniel Kang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.189/
acl2025.csv
2,025
ACL
Towards Better Evaluation for Generated Patent Claims
Lekang Jiang; Pascal A. Scherz; Stefan Goetz
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.190/
acl2025.csv
2,025
ACL
Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs
Haritz Puerto; Tilek Chubakov; Xiaodan Zhu; Harish Tayyar Madabushi; Iryna Gurevych
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.191/
acl2025.csv
2,025
ACL
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
Kejian Zhu; Shangqing Tu; Zhuoran Jin; Lei Hou; Juanzi Li; Jun Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.192/
acl2025.csv
2,025
ACL
Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs
Yanzhu Guo; Simone Conia; Zelin Zhou; Min Li; Saloni Potdar; Henry Xiao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.193/
acl2025.csv
2,025
ACL
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning
Zhu Xu; Zhiqiang Zhao; Zihan Zhang; Yuchi Liu; Quanwei Shen; Fei Liu; Yu Kuang; Jian He; Conglin Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.194/
acl2025.csv
2,025
ACL
Conformity in Large Language Models
Xiaochen Zhu; Caiqi Zhang; Tom Stafford; Nigel Collier; Andreas Vlachos
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.195/
acl2025.csv
2,025
ACL
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
Chenghao Sun; Zhen Huang; Yonggang Zhang; Le Lu; Houqiang Li; Xinmei Tian; Xu Shen; Jieping Ye
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.196/
acl2025.csv
2,025
ACL
Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding
Lukas Kinder; Lukas Edman; Alexander Fraser; Tobias Käfer
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.197/
acl2025.csv
2,025
ACL
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
Weilin Zhao; Tengyu Pan; Xu Han; Yudi Zhang; Ao Sun; Yuxiang Huang; Kaihuo Zhang; Weilun Zhao; Yuxuan Li; Jie Zhou; Hao Zhou; Jianyong Wang; Zhiyuan Liu; Maosong Sun
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.198/
acl2025.csv
2,025
ACL
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism
Congzhi Zhang; Jiawei Peng; Zhenglin Wang; Yilong Lai; Haowen Sun; Heng Chang; Fei Ma; Weijiang Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.199/
acl2025.csv
2,025
ACL
Past Meets Present: Creating Historical Analogy with Large Language Models
Nianqi Li; Siyu Yuan; Jiangjie Chen; Jiaqing Liang; Feng Wei; Zujie Liang; Deqing Yang; Yanghua Xiao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.200/
acl2025.csv