year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
Xiao Wang; Jingyun Hua; Weihong Lin; Yuanxing Zhang; Fuzheng Zhang; Jianlong Wu; Di Zhang; Liqiang Nie
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.501/
acl2025.csv
2,025
ACL
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education
Yanhao Jia; Xinyi Wu; Li Hao; QinglinZhang QinglinZhang; Yuxiao Hu; Shuai Zhao; Wenqi Fan
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.502/
acl2025.csv
2,025
ACL
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models
Lin Mu; Xiaoyu Wang; Li Ni; Yang Li; Zhize Wu; Peiquan Jin; Yiwen Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.503/
acl2025.csv
2,025
ACL
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis
Jisoo Mok; Ik-hwan Kim; Sangkwon Park; Sungroh Yoon
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.504/
acl2025.csv
2,025
ACL
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
Yuheng Chen; Pengfei Cao; Yubo Chen; Yining Wang; Shengping Liu; Kang Liu; Jun Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.505/
acl2025.csv
2,025
ACL
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
Shenglai Zeng; Pengfei He; Kai Guo; Tianqi Zheng; Hanqing Lu; Yue Xing; Hui Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.506/
acl2025.csv
2,025
ACL
On Support Samples of Next Word Prediction
Yuqian Li; Yupei Du; Yufang Liu; Feifei Feng; Mou Xiao Feng; Yuanbin Wu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.507/
acl2025.csv
2,025
ACL
WebWalker: Benchmarking LLMs in Web Traversal
Jialong Wu; Wenbiao Yin; Yong Jiang; Zhenglin Wang; Zekun Xi; Runnan Fang; Linhai Zhang; Yulan He; Deyu Zhou; Pengjun Xie; Fei Huang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.508/
acl2025.csv
2,025
ACL
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
Yidan Wang; Yubing Ren; Yanan Cao; Binxing Fang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.509/
acl2025.csv
2,025
ACL
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs
Hongxin Li; Jingfan Chen; Jingran Su; Yuntao Chen; Li Qing; Zhaoxiang Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.510/
acl2025.csv
2,025
ACL
Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining
Jingwen Sun; Zhiyi Tian; Yu He; Jingwei Sun; Guangzhong Sun
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.511/
acl2025.csv
2,025
ACL
S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems
Zhirui Zeng; Jiamou Liu; Meng-Fen Chiang; Jialing He; Zijian Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.512/
acl2025.csv
2,025
ACL
Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria
Yongqi Leng; Renren Jin; Yue Chen; Zhuowen Han; Ling Shi; Jianxiang Peng; Lei Yang; Juesi Xiao; Deyi Xiong
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.513/
acl2025.csv
2,025
ACL
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking
Zhecheng Sheng; Xiruo Ding; Brian Hur; Changye Li; Trevor Cohen; Serguei V. S. Pakhomov
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.514/
acl2025.csv
2,025
ACL
MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies
Yang Liu; Jiahuan Cao; Hiuyi Cheng; Yongxin Shi; Kai Ding; Lianwen Jin
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.515/
acl2025.csv
2,025
ACL
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons
Yuheng Chen; Pengfei Cao; Kang Liu; Jun Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.516/
acl2025.csv
2,025
ACL
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
Chiwei Zhu; Benfeng Xu; Xiaorui Wang; Zhendong Mao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.517/
acl2025.csv
2,025
ACL
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
Haoran Li; Wenbin Hu; Huihao Jing; Yulin Chen; Qi Hu; Sirui Han; Tianshu Chu; Peizhao Hu; Yangqiu Song
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.518/
acl2025.csv
2,025
ACL
Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View
Yanran Wu; Inez Hua; Yi Ding
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.519/
acl2025.csv
2,025
ACL
ExpeTrans: LLMs Are Experiential Transfer Learners
Jinglong Gao; Xiao Ding; Lingxiao Zou; Bibo Cai; Bing Qin; Ting Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.520/
acl2025.csv
2,025
ACL
Cool-Fusion: Fuse Large Language Models without Training
Cong Liu; Xiaojun Quan; Yan Pan; Weigang Wu; Xu Chen; Liang Lin
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.521/
acl2025.csv
2,025
ACL
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
Chuanyang Zheng; Yihang Gao; Han Shi; Jing Xiong; Jiankai Sun; Jingyao Li; Minbin Huang; Xiaozhe Ren; Michael Ng; Xin Jiang; Zhenguo Li; Yu Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.522/
acl2025.csv
2,025
ACL
MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
Hui Huang; Jiaheng Liu; Yancheng He; Shilong Li; Bing Xu; Conghui Zhu; Muyun Yang; Tiejun Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.523/
acl2025.csv
2,025
ACL
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
Zican Dong; Junyi Li; Jinhao Jiang; Mingyu Xu; Wayne Xin Zhao; Bingning Wang; Weipeng Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.524/
acl2025.csv
2,025
ACL
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
Yuxiang Huang; Mingye Li; Xu Han; Chaojun Xiao; Weilin Zhao; Ao Sun; Hao Zhou; Jie Zhou; Zhiyuan Liu; Maosong Sun
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.525/
acl2025.csv
2,025
ACL
PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer
Yiyang Zhang; Nan Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.526/
acl2025.csv
2,025
ACL
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis
Yi Jiang; Sendong Zhao; Jianbo Li; Haochun Wang; Bing Qin
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.527/
acl2025.csv
2,025
ACL
Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM
Chenxia Tang; Jianchun Liu; Hongli Xu; Liusheng Huang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.528/
acl2025.csv
2,025
ACL
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
Jialong Wu; Zhenglin Wang; Linhai Zhang; Yilong Lai; Yulan He; Deyu Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.529/
acl2025.csv
2,025
ACL
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
Thanh Duc Pham; Nam Le Hai; Linh Ngo Van; Nguyen Thi Ngoc Diep; Sang Dinh; Thien Huu Nguyen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.530/
acl2025.csv
2,025
ACL
MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts
Wei Tao; Haocheng Lu; Xiaoyang Qu; Bin Zhang; Kai Lu; Jiguang Wan; Jianzong Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.531/
acl2025.csv
2,025
ACL
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration
Ziqian Zeng; Jianwei Wang; Junyao Yang; Zhengdong Lu; Haoran Li; Huiping Zhuang; Cen Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.532/
acl2025.csv
2,025
ACL
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
Xinlin Zhuang; Jiahui Peng; Ren Ma; Yinfan Wang; Tianyi Bai; Xingjian Wei; Qiu Jiantao; Chi Zhang; Ying Qian; Conghui He
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.533/
acl2025.csv
2,025
ACL
GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning
Qingchen Yu; Zifan Zheng; Ding Chen; Simin Niu; Bo Tang; Feiyu Xiong; Zhiyu Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.534/
acl2025.csv
2,025
ACL
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition
Kehua Feng; Keyan Ding; Tan Hongzhi; Kede Ma; Zhihua Wang; Shuangquan Guo; Cheng Yuzhou; Ge Sun; Guozhou Zheng; Qiang Zhang; Huajun Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.535/
acl2025.csv
2,025
ACL
DTCRS: Dynamic Tree Construction for Recursive Summarization
Guanran Luo; Zhongquan Jian; Wentao Qiu; Meihong Wang; Qingqiang Wu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.536/
acl2025.csv
2,025
ACL
A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning
Zhiyu Zhang; Wei Chen; Youfang Lin; Huaiyu Wan
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.537/
acl2025.csv
2,025
ACL
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
Yize Zhang; Tianshu Wang; Sirui Chen; Kun Wang; Xingyu Zeng; Hongyu Lin; Xianpei Han; Le Sun; Chaochao Lu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.538/
acl2025.csv
2,025
ACL
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation
Ziyan Wang; Zhankun Xiong; Feng Huang; Wen Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.539/
acl2025.csv
2,025
ACL
Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models
Shuai Niu; Jing Ma; Hongzhan Lin; Liang Bai; Zhihua Wang; Yida Xu; Yunya Song; Xian Yang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.540/
acl2025.csv
2,025
ACL
TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models
Xindi Li; Zhe Liu; Tong Zhang; Jiahao Chen; Qingming Li; Jinbao Li; Shouling Ji
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.541/
acl2025.csv
2,025
ACL
Frictional Agent Alignment Framework: Slow Down and Don’t Break Things
Abhijnan Nath; Carine Graff; Andrei Bachinin; Nikhil Krishnaswamy
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.542/
acl2025.csv
2,025
ACL
Powerformer: Efficient and High-Accuracy Privacy-Preserving Language Model with Homomorphic Encryption
Dongjin Park; Eunsang Lee; Joon-Woo Lee
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.543/
acl2025.csv
2,025
ACL
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
Weixiang Zhao; Yulin Hu; Yang Deng; Jiahe Guo; Xingyu Sui; Xinyang Han; An Zhang; Yanyan Zhao; Bing Qin; Tat-Seng Chua; Ting Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.544/
acl2025.csv
2,025
ACL
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
Zihao Li; Lecheng Zheng; Bowen Jin; Dongqi Fu; Baoyu Jing; Yikun Ban; Jingrui He; Jiawei Han
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.545/
acl2025.csv
2,025
ACL
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
Hongqiu Wu; Weiqi Wu; Tianyang Xu; Jiameng Zhang; Hai Zhao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.546/
acl2025.csv
2,025
ACL
Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures
Shun Inadumi; Nobuhiro Ueda; Koichiro Yoshino
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.547/
acl2025.csv
2,025
ACL
Improving Factuality with Explicit Working Memory
Mingda Chen; Yang Li; Karthik Padthe; Rulin Shao; Alicia Yi Sun; Luke Zettlemoyer; Gargi Ghosh; Wen-tau Yih
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.548/
acl2025.csv
2,025
ACL
Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models
Chengao Li; Hanyu Zhang; Yunkun Xu; Hongyan Xue; Xiang Ao; Qing He
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.549/
acl2025.csv
2,025
ACL
Dynamic Parallel Tree Search for Efficient LLM Reasoning
Yifu Ding; Wentao Jiang; Shunyu Liu; Yongcheng Jing; Jinyang Guo; Yingjie Wang; Jing Zhang; Zengmao Wang; Ziwei Liu; Bo Du; Xianglong Liu; Dacheng Tao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.550/
acl2025.csv
2,025
ACL
Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation
Junyi Chen; Shihao Bai; Zaijun Wang; Siyu Wu; Chuheng Du; Hailong Yang; Ruihao Gong; Shengzhong Liu; Fan Wu; Guihai Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.551/
acl2025.csv
2,025
ACL
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
Ge Qu; Jinyang Li; Bowen Qin; Xiaolong Li; Nan Huo; Chenhao Ma; Reynold Cheng
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.552/
acl2025.csv
2,025
ACL
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
Tao Zhang; Ziqian Zeng; Yuxiang Xiao; Huiping Zhuang; Cen Chen; James Foulds; Shimei Pan
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.553/
acl2025.csv
2,025
ACL
Large Language and Protein Assistant for Protein-Protein Interactions Prediction
Peng Zhou; Pengsen Ma; Jianmin Wang; Xibao Cai; Haitao Huang; Wei Liu; Longyue Wang; Lai Hou Tim; Xiangxiang Zeng
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.554/
acl2025.csv
2,025
ACL
An Empirical Study of Many-to-Many Summarization with Large Language Models
Jiaan Wang; Fandong Meng; Zengkui Sun; Yunlong Liang; Yuxuan Cao; Jiarong Xu; Haoxiang Shi; Jie Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.555/
acl2025.csv
2,025
ACL
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
Suhang Wu; Jialong Tang; Chengyi Yang; Pei Zhang; Baosong Yang; Junhui Li; Junfeng Yao; Min Zhang; Jinsong Su
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.556/
acl2025.csv
2,025
ACL
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents
Lingxiao Diao; Xinyue Xu; Wanxuan Sun; Cheng Yang; Zhuosheng Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.557/
acl2025.csv
2,025
ACL
TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems
Xinke Jiang; Yue Fang; Rihong Qiu; Haoyu Zhang; Yongxin Xu; Hao Chen; Wentao Zhang; Ruizhe Zhang; Yuchen Fang; Xinyu Ma; Xu Chu; Junfeng Zhao; Yasha Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.558/
acl2025.csv
2,025
ACL
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning
Zexiong Ma; Chao Peng; Pengfei Gao; Xiangxin Meng; Yanzhen Zou; Bing Xie
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.559/
acl2025.csv
2,025
ACL
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models
Zhongzhan Huang; Guoming Ling; Shanshan Zhong; Hefeng Wu; Liang Lin
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.560/
acl2025.csv
2,025
ACL
Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG
Xin Sun; Jianan Xie; Zhongqi Chen; Qiang Liu; Shu Wu; Yuehe Chen; Bowen Song; Zilei Wang; Weiqiang Wang; Liang Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.561/
acl2025.csv
2,025
ACL
PwnGPT: Automatic Exploit Generation Based on Large Language Models
Wanzong Peng; Lin Ye; Xuetao Du; Hongli Zhang; Dongyang Zhan; Yunting Zhang; Yicheng Guo; Chen Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.562/
acl2025.csv
2,025
ACL
VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs
Cuc Thi Bui; Nguyen Truong Son; Truong Van Trang; Lam Viet Phung; Pham Nhut Huy; Hoang Anh Le; Quoc Huu Van; Phong Nguyen-Thuan Do; Van Le Tran Truc; Duc Thanh Chau; Le-Minh Nguyen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.563/
acl2025.csv
2,025
ACL
Scaling up the State Size of RNN LLMs for Long-Context Scenarios
Kai Liu; Jianfei Gao; Kai Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.564/
acl2025.csv
2,025
ACL
Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes
Bocheng Li; Zhujin Gao; Linli Xu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.565/
acl2025.csv
2,025
ACL
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis
Xin Gao; Qizhi Pei; Zinan Tang; Yu Li; Honglin Lin; Jiang Wu; Lijun Wu; Conghui He
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.566/
acl2025.csv
2,025
ACL
Defining and Evaluating Visual Language Models’ Basic Spatial Abilities: A Perspective from Psychometrics
Wenrui Xu; Dalin Lyu; Weihang Wang; Jie Feng; Chen Gao; Yong Li
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.567/
acl2025.csv
2,025
ACL
SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation
Wenyu Zhang; Wei En Ng; Lixin Ma; Yuwen Wang; Junqi Zhao; Allison Koenecke; Boyang Li; Lu Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.568/
acl2025.csv
2,025
ACL
User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services
Qijun Miao; Zhixuan Fang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.569/
acl2025.csv
2,025
ACL
Jailbreaking? One Step Is Enough!
Weixiong Zheng; Peijian Zeng; YiWei Li; Hongyan Wu; Nankai Lin; Junhao Chen; Aimin Yang; Yongmei Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.570/
acl2025.csv
2,025
ACL
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Yongxin Xu; Ruizhe Zhang; Xinke Jiang; Yujie Feng; Yuzhen Xiao; Xinyu Ma; Runchuan Zhu; Xu Chu; Junfeng Zhao; Yasha Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.571/
acl2025.csv
2,025
ACL
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Yichen He; Guanhua Huang; Peiyuan Feng; Yuan Lin; Yuchen Zhang; Hang Li; Weinan E
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.572/
acl2025.csv
2,025
ACL
Less Mature is More Adaptable for Sentence-level Language Modeling
Abhilasha Sancheti; David Dale; Artyom Kozhevnikov; Maha Elbayad
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.573/
acl2025.csv
2,025
ACL
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
Subhajit Chaudhury; Payel Das; Sarathkrishna Swaminathan; Georgios Kollias; Elliot Nelson; Khushbu Pahwa; Tejaswini Pedapati; Igor Melnyk; Matthew Riemer
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.574/
acl2025.csv
2,025
ACL
UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models
Xueyan Zhang; Jinman Zhao; Zhifei Yang; Yibo Zhong; Shuhao Guan; Linbo Cao; Yining Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.575/
acl2025.csv
2,025
ACL
Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning
Haotian Wang; Yi Guan; Fanshu Meng; Chao Zhao; Lian Yan; Yang Yang; Jingchi Jiang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.576/
acl2025.csv
2,025
ACL
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification
Junnan Zhu; Min Xiao; Yining Wang; Feifei Zhai; Yu Zhou; Chengqing Zong
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.577/
acl2025.csv
2,025
ACL
CaLMQA: Exploring culturally specific long-form question answering across 23 languages
Shane Arora; Marzena Karpinska; Hung-Ting Chen; Ipsita Bhattacharjee; Mohit Iyyer; Eunsol Choi
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.578/
acl2025.csv
2,025
ACL
Croppable Knowledge Graph Embedding
Yushan Zhu; Wen Zhang; Zhiqiang Liu; Mingyang Chen; Lei Liang; Huajun Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.579/
acl2025.csv
2,025
ACL
HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
Xinke Jiang; Ruizhe Zhang; Yongxin Xu; Rihong Qiu; Yue Fang; Zhiyuan Wang; Jinyi Tang; Hongxin Ding; Xu Chu; Junfeng Zhao; Yasha Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.580/
acl2025.csv
2,025
ACL
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; Yan Wang; Wei Shen; Qing Gu; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang; Bryan Hooi
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.581/
acl2025.csv
2,025
ACL
BeamLoRA: Beam-Constraint Low-Rank Adaptation
Naibin Gu; Zhenyu Zhang; Xiyu Liu; Peng Fu; Zheng Lin; Shuohuan Wang; Yu Sun; Hua Wu; Weiping Wang; Haifeng Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.582/
acl2025.csv
2,025
ACL
GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art
Yiming Lei; Chenkai Zhang; Zeming Liu; Haitao Leng; ShaoGuo Liu; Tingting Gao; Qingjie Liu; Yunhong Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.583/
acl2025.csv
2,025
ACL
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever
Ang Li; Yiquan Wu; Yifei Liu; Ming Cai; Lizhi Qing; Shihang Wang; Yangyang Kang; Chengyuan Liu; Fei Wu; Kun Kuang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.584/
acl2025.csv
2,025
ACL
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models
Haoran Ye; TianZe Zhang; Yuhang Xie; Liyuan Zhang; Yuanyi Ren; Xin Zhang; Guojie Song
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.585/
acl2025.csv
2,025
ACL
Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model
Yeyong Yu; Runsheng Yu; Haojie Wei; Zhanqiu Zhang; Quan Qian
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.586/
acl2025.csv
2,025
ACL
ACECODER: Acing Coder RL via Automated Test-Case Synthesis
Huaye Zeng; Dongfu Jiang; Haozhe Wang; Ping Nie; Xiaotong Chen; Wenhu Chen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.587/
acl2025.csv
2,025
ACL
Quantifying Semantic Emergence in Language Models
Hang Chen; Xinyu Yang; Jiaying Zhu; Wenya Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.588/
acl2025.csv
2,025
ACL
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
Jizheng Chen; Kounianhua Du; Xinyi Dai; Weiming Zhang; Xihuai Wang; Yasheng Wang; Ruiming Tang; Weinan Zhang; Yong Yu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.589/
acl2025.csv
2,025
ACL
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models
Chen Qian; Dongrui Liu; Jie Zhang; Yong Liu; Jing Shao
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.590/
acl2025.csv
2,025
ACL
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
Yukun Cao; Shuo Han; Zengyi Gao; Zezhong Ding; Xike Xie; S Kevin Zhou
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.591/
acl2025.csv
2,025
ACL
Phonotomizer: A Compact, Unsupervised, Online Training Approach to Real-Time, Multilingual Phonetic Segmentation
Michael S. Yantosca; Albert M. K. Cheng
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.592/
acl2025.csv
2,025
ACL
A Multi-persona Framework for Argument Quality Assessment
Bojun Jin; Jianzhu Bao; Yufang Hou; Yang Sun; Yice Zhang; Huajie Wang; Bin Liang; Ruifeng Xu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.593/
acl2025.csv
2,025
ACL
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
Chengwu Liu; Ye Yuan; Yichun Yin; Yan Xu; Xin Xu; Zaoyu Chen; Yasheng Wang; Lifeng Shang; Qun Liu; Ming Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.594/
acl2025.csv
2,025
ACL
SAM Decoding: Speculative Decoding via Suffix Automaton
Yuxuan Hu; Ke Wang; Xiaokang Zhang; Fanjin Zhang; Cuiping Li; Hong Chen; Jing Zhang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.595/
acl2025.csv
2,025
ACL
PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations
Yuxin Hu; Danni Liu; Bo Liu; Yida Chen; Jiuxin Cao; Yan Liu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.596/
acl2025.csv
2,025
ACL
HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices
Silin Li; Yuhang Guo; Jiashu Yao; Zeming Liu; Haifeng Wang
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.597/
acl2025.csv
2,025
ACL
Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment
Xueyao Zhang; Yuancheng Wang; Chaoren Wang; Ziniu Li; Zhuo Chen; Zhizheng Wu
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.598/
acl2025.csv
2,025
ACL
GiFT: Gibbs Fine-Tuning for Code Generation
Haochen Li; Wanjin Feng; Xin Zhou; Zhiqi Shen
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.599/
acl2025.csv
2,025
ACL
Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models
Yiwen Jiang; Deval Mehta; Wei Feng; Zongyuan Ge
ACL 2025 Main (Long)
https://aclanthology.org/2025.acl-long.600/
acl2025.csv