year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
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2,025
EMNLP
Reimagining Safety Alignment with An Image
Yifan Xia; Guorui Chen; Wenqian Yu; Zhijiang Li; Philip Torr; Jindong Gu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.485/
emnlp2025.csv
2,025
EMNLP
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
Siva Rajesh Kasa; Karan Gupta; Sumegh Roychowdhury; Ashutosh Kumar; Yaswanth Biruduraju; Santhosh Kumar Kasa; Pattisapu Nikhil Priyatam; Arindam Bhattacharya; Shailendra Agarwal; Vijay Huddar
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.486/
emnlp2025.csv
2,025
EMNLP
Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
Miao Ziqi; Yi Ding; Lijun Li; Jing Shao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.487/
emnlp2025.csv
2,025
EMNLP
Can Large Language Models Win the International Mathematical Games?
Alessio Cocchieri; Luca Ragazzi; Giuseppe Tagliavini; Lorenzo Tordi; Antonella Carbonaro; Gianluca Moro
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.488/
emnlp2025.csv
2,025
EMNLP
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference
Jian Yang; Jiaxi Yang; Wei Zhang; Jin Ke; Yibo Miao; Lei Zhang; Liqun Yang; Zeyu Cui; Yichang Zhang; Zhoujun Li; Binyuan Hui; Junyang Lin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.489/
emnlp2025.csv
2,025
EMNLP
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data
Yuekun Yao; Yupei Du; Dawei Zhu; Michael Hahn; Alexander Koller
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.490/
emnlp2025.csv
2,025
EMNLP
UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment
Joseph Marvin Imperial; Abdullah Barayan; Regina Stodden; Rodrigo Wilkens; Ricardo Muñoz Sánchez; Lingyun Gao; Melissa Torgbi; Dawn Knight; Gail Forey; Reka R. Jablonkai; Ekaterina Kochmar; Robert Joshua Reynolds; Eugénio Ribeiro; Horacio Saggion; Elena Volodina; Sowmya Vajjala; Thomas François; Fernando Alva-Manchego;...
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.491/
emnlp2025.csv
2,025
EMNLP
CROP: Contextual Region-Oriented Visual Token Pruning
Jiawei Guo; Feifei Zhai; Pu Jian; Qianrun Wei; Yu Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.492/
emnlp2025.csv
2,025
EMNLP
CR4-NarrEmote: An Open Vocabulary Dataset of Narrative Emotions Derived Using Citizen Science
Andrew Piper; Robert Budac
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.493/
emnlp2025.csv
2,025
EMNLP
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
Haoqi Yang; Yao Yao; Zuchao Li; Baoyuan Qi; Liu Guoming; Hai Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.494/
emnlp2025.csv
2,025
EMNLP
DINT Transformer
Yueyang Cang; Yuhang Liu; Xiaoteng Zhang; Erlu Zhao; Li Shi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.495/
emnlp2025.csv
2,025
EMNLP
ICR: Iterative Clarification and Rewriting for Conversational Search
Zhiyu Cao; Peifeng Li; Qiaoming Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.496/
emnlp2025.csv
2,025
EMNLP
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment
Tong Zhang; Kuofeng Gao; Jiawang Bai; Leo Yu Zhang; Xin Yin; Zonghui Wang; Shouling Ji; Wenzhi Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.497/
emnlp2025.csv
2,025
EMNLP
Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search
Weicong Qin; Yi Xu; Weijie Yu; Teng Shi; Chenglei Shen; Ming He; Jianping Fan; Xiao Zhang; Jun Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.498/
emnlp2025.csv
2,025
EMNLP
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
Zhaoyan Gong; Juan Li; Zhiqiang Liu; Lei Liang; Huajun Chen; Wen Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.499/
emnlp2025.csv
2,025
EMNLP
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
Yao Wang; Di Liang; Minlong Peng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.500/
emnlp2025.csv
2,025
EMNLP
AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO
Xiaonan Wang; Bo Shao; Hansaem Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.501/
emnlp2025.csv
2,025
EMNLP
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models
Kairong Han; Wenshuo Zhao; Ziyu Zhao; Ye Jun Jian; Lujia Pan; Kun Kuang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.502/
emnlp2025.csv
2,025
EMNLP
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
Zhaoheng Huang; Yutao Zhu; Ji-Rong Wen; Zhicheng Dou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.503/
emnlp2025.csv
2,025
EMNLP
Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps
Martin Tutek; Fateme Hashemi Chaleshtori; Ana Marasovic; Yonatan Belinkov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.504/
emnlp2025.csv
2,025
EMNLP
Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More
Zichen Wen; Yifeng Gao; Shaobo Wang; Junyuan Zhang; Qintong Zhang; Weijia Li; Conghui He; Linfeng Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.505/
emnlp2025.csv
2,025
EMNLP
AgentPro: Enhancing LLM Agents with Automated Process Supervision
Yuchen Deng; Shichen Fan; Naibo Wang; Xinkui Zhao; See-Kiong Ng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.506/
emnlp2025.csv
2,025
EMNLP
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models
Lorenzo Molfetta; Giacomo Frisoni; Nicolò Monaldini; Gianluca Moro
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.507/
emnlp2025.csv
2,025
EMNLP
MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion
Xin Song; Liu Haiyan; Haiyang Wang; Ye Wang; Kai Chen; Bin Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.508/
emnlp2025.csv
2,025
EMNLP
Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications
Kai Tang; Rui Wang; Renyu Zhu; Minmin Lin; Xiao Ding; Tangjie Lv; Changjie Fan; Runze Wu; Haobo Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.509/
emnlp2025.csv
2,025
EMNLP
Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models
Hao Yang; Lizhen Qu; Ehsan Shareghi; Gholamreza Haffari
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.510/
emnlp2025.csv
2,025
EMNLP
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation
Simin Chen; Yiming Chen; Zexin Li; Yifan Jiang; Zhongwei Wan; Yixin He; Dezhi Ran; Tianle Gu; Haizhou Li; Tao Xie; Baishakhi Ray
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.511/
emnlp2025.csv
2,025
EMNLP
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
Tiansheng Hu; Tongyan Hu; Liuyang Bai; Yilun Zhao; Arman Cohan; Chen Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.512/
emnlp2025.csv
2,025
EMNLP
RecGPT: A Foundation Model for Sequential Recommendation
Yangqin Jiang; Xubin Ren; Lianghao Xia; Da Luo; Kangyi Lin; Chao Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.513/
emnlp2025.csv
2,025
EMNLP
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
Chih-Kai Yang; Neo S. Ho; Hung-yi Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.514/
emnlp2025.csv
2,025
EMNLP
Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy
Nikita Balagansky; Yaroslav Aksenov; Daniil Laptev; Vadim Kurochkin; Gleb Gerasimov; Nikita Koriagin; Daniil Gavrilov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.515/
emnlp2025.csv
2,025
EMNLP
Learn and Unlearn: Addressing Misinformation in Multilingual LLMs
TaiMing Lu; Philipp Koehn
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.516/
emnlp2025.csv
2,025
EMNLP
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
Dulhan Jayalath; James Bradley Wendt; Nicholas Monath; Sandeep Tata; Beliz Gunel
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.517/
emnlp2025.csv
2,025
EMNLP
Augmenting Multi-Agent Communication with State Delta Trajectory
Yichen Tang; Weihang Su; Yujia Zhou; Yiqun Liu; Min Zhang; Shaoping Ma; Qingyao Ai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.518/
emnlp2025.csv
2,025
EMNLP
SAEs Are Good for Steering – If You Select the Right Features
Dana Arad; Aaron Mueller; Yonatan Belinkov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.519/
emnlp2025.csv
2,025
EMNLP
CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples
Kyohoon Jin; Juhwan Choi; JungMin Yun; Junho Lee; Soojin Jang; YoungBin Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.520/
emnlp2025.csv
2,025
EMNLP
Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers
Milad Alshomary; Nikhil Reddy Varimalla; Vishal Anand; Smaranda Muresan; Kathleen McKeown
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.521/
emnlp2025.csv
2,025
EMNLP
When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models
Yingming Zheng; Hanqi Li; Kai Yu; Lu Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.522/
emnlp2025.csv
2,025
EMNLP
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script.
Hellina Hailu Nigatu; Atnafu Lambebo Tonja; Henok Biadglign Ademtew; Hizkiel Mitiku Alemayehu; Negasi Haile Abadi; Tadesse Destaw Belay; Seid Muhie Yimam
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.523/
emnlp2025.csv
2,025
EMNLP
Evaluating Language Translation Models by Playing Telephone
Syeda Jannatus Saba; Steven Skiena
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.524/
emnlp2025.csv
2,025
EMNLP
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
Shuo Yang; Zheyu Zhang; Bardh Prenkaj; Gjergji Kasneci
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.525/
emnlp2025.csv
2,025
EMNLP
SPaRC: A Spatial Pathfinding Reasoning Challenge
Lars Benedikt Kaesberg; Jan Philip Wahle; Terry Ruas; Bela Gipp
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.526/
emnlp2025.csv
2,025
EMNLP
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training
Yao-Ching Yu; Tsun-Han Chiang; Cheng-Wei Tsai; Chien-Ming Huang; Wen-Kwang Tsao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.527/
emnlp2025.csv
2,025
EMNLP
Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
Yuhang Chen; Zhen Tan; Ajay Kumar Jaiswal; Huaizhi Qu; Xinyu Zhao; Qi Lin; Yu Cheng; Andrew Kwong; Zhichao Cao; Tianlong Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.528/
emnlp2025.csv
2,025
EMNLP
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models
Wei Jie Yeo; Ranjan Satapathy; Erik Cambria
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.529/
emnlp2025.csv
2,025
EMNLP
Calibrating LLM Confidence by Probing Perturbed Representation Stability
Reza Khanmohammadi; Erfan Miahi; Mehrsa Mardikoraem; Simerjot Kaur; Ivan Brugere; Charese Smiley; Kundan S Thind; Mohammad M. Ghassemi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.530/
emnlp2025.csv
2,025
EMNLP
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading
Yuanzhe Shen; Yide Liu; Zisu Huang; Ruicheng Yin; Xiaoqing Zheng; Xuanjing Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.531/
emnlp2025.csv
2,025
EMNLP
DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models
Rui Ha; Chaozhuo Li; Rui Pu; Litian Zhang; Xi Zhang; Sen Su
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.532/
emnlp2025.csv
2,025
EMNLP
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM
Juntae Lee; Jihwan Bang; Seunghan Yang; Simyung Chang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.533/
emnlp2025.csv
2,025
EMNLP
On the Role of Model Prior in Real-World Inductive Reasoning
Zhuo Liu; Ding Yu; Hangfeng He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.534/
emnlp2025.csv
2,025
EMNLP
Viability of Machine Translation for Healthcare in Low-Resourced Languages
Hellina Hailu Nigatu; Nikita Mehandru; Negasi Haile Abadi; Blen Gebremeskel; Ahmed Alaa; Monojit Choudhury
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.535/
emnlp2025.csv
2,025
EMNLP
Latent Inter-User Difference Modeling for LLM Personalization
Yilun Qiu; Tianhao Shi; Xiaoyan Zhao; Fengbin Zhu; Yang Zhang; Fuli Feng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.536/
emnlp2025.csv
2,025
EMNLP
IG-Pruning: Input-Guided Block Pruning for Large Language Models
Kangyu Qiao; Shaolei Zhang; Yang Feng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.537/
emnlp2025.csv
2,025
EMNLP
Are Checklists Really Useful for Automatic Evaluation of Generative Tasks?
Momoka Furuhashi; Kouta Nakayama; Takashi Kodama; Saku Sugawara
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.538/
emnlp2025.csv
2,025
EMNLP
Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks
Kirill Semenov; Rico Sennrich
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.539/
emnlp2025.csv
2,025
EMNLP
Knowledge Editing through Chain-of-Thought
Changyue Wang; Weihang Su; Qingyao Ai; Yichen Tang; Yiqun Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.540/
emnlp2025.csv
2,025
EMNLP
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
Qian Dong; Jia Chen; Qingyao Ai; Hongning Wang; Haitao Li; Yiwu; Yao Hu; Yiqun Liu; Shaoping Ma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.541/
emnlp2025.csv
2,025
EMNLP
Probing Logical Reasoning of MLLMs in Scientific Diagrams
Yufei Wang; Adriana Kovashka
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.542/
emnlp2025.csv
2,025
EMNLP
AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training
Huishuai Zhang; Bohan Wang; Luoxin Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.543/
emnlp2025.csv
2,025
EMNLP
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
Feiyang Kang; Newsha Ardalani; Michael Kuchnik; Youssef Emad; Mostafa Elhoushi; Shubhabrata Sengupta; Shang-Wen Li; Ramya Raghavendra; Ruoxi Jia; Carole-Jean Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.544/
emnlp2025.csv
2,025
EMNLP
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering
Yumeng Shi; Quanyu Long; Wenya Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.545/
emnlp2025.csv
2,025
EMNLP
DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge
Zonghai Yao; Michael Sun; Won Seok Jang; Sunjae Kwon; Soie Kwon; Hong Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.546/
emnlp2025.csv
2,025
EMNLP
Can Vision-Language Models Solve Visual Math Equations?
Monjoy Narayan Choudhury; Junling Wang; Yifan Hou; Mrinmaya Sachan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.547/
emnlp2025.csv
2,025
EMNLP
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
Benlu Wang; Iris Xia; Yifan Zhang; Junda Wang; Feiyun Ouyang; Shuo Han; Arman Cohan; Hong Yu; Zonghai Yao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.548/
emnlp2025.csv
2,025
EMNLP
Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge
Yi Sui; Chaozhuo Li; Chen Zhang; Dawei Song; Qiuchi Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.549/
emnlp2025.csv
2,025
EMNLP
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
Ziliang Qiu; Renfen Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.550/
emnlp2025.csv
2,025
EMNLP
Identifying Unlearned Data in LLMs via Membership Inference Attacks
Advit Deepak; Megan Mou; Jing Huang; Diyi Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.551/
emnlp2025.csv
2,025
EMNLP
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
Zihao Li; Xu Wang; Yuzhe Yang; Ziyu Yao; Haoyi Xiong; Mengnan Du
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.552/
emnlp2025.csv
2,025
EMNLP
LLMs cannot spot math errors, even when allowed to peek into the solution
Kv Aditya Srivatsa; Kaushal Kumar Maurya; Ekaterina Kochmar
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.553/
emnlp2025.csv
2,025
EMNLP
Can LLMs be Good Graph Judge for Knowledge Graph Construction?
Haoyu Huang; Chong Chen; Zeang Sheng; Yang Li; Wentao Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.554/
emnlp2025.csv
2,025
EMNLP
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning
Zhi Zhang; Yixian Shen; Congfeng Cao; Ekaterina Shutova
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.555/
emnlp2025.csv
2,025
EMNLP
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities
Abdellah El Mekki; Houdaifa Atou; Omer Nacar; Shady Shehata; Muhammad Abdul-Mageed
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.556/
emnlp2025.csv
2,025
EMNLP
A Computational Simulation of Language Production in First Language Acquisition
Yuan Gao; Weiwei Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.557/
emnlp2025.csv
2,025
EMNLP
Long-Form Information Alignment Evaluation Beyond Atomic Facts
Danna Zheng; Mirella Lapata; Jeff Z. Pan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.558/
emnlp2025.csv
2,025
EMNLP
Voice of a Continent: Mapping Africa’s Speech Technology Frontier
AbdelRahim A. Elmadany; Sang Yun Kwon; Hawau Olamide Toyin; Alcides Alcoba Inciarte; Hanan Aldarmaki; Muhammad Abdul-Mageed
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.559/
emnlp2025.csv
2,025
EMNLP
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
Ibne Farabi Shihab; Sanjeda Akter; Anuj Sharma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.560/
emnlp2025.csv
2,025
EMNLP
Circuit Complexity Bounds for RoPE-based Transformer Architecture
Bo Chen; Xiaoyu Li; Yingyu Liang; Jiangxuan Long; Zhenmei Shi; Zhao Song; Jiahao Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.561/
emnlp2025.csv
2,025
EMNLP
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments
Ibne Farabi Shihab; Sanjeda Akter; Anuj Sharma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.562/
emnlp2025.csv
2,025
EMNLP
Towards Infinite-Long Prefix in Transformer
Yingyu Liang; Zhenmei Shi; Zhao Song; Chiwun Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.563/
emnlp2025.csv
2,025
EMNLP
LATTE: Learning to Think with Vision Specialists
Zixian Ma; Jianguo Zhang; Zhiwei Liu; Jieyu Zhang; Juntao Tan; Manli Shu; Juan Carlos Niebles; Shelby Heinecke; Huan Wang; Caiming Xiong; Ranjay Krishna; Silvio Savarese
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.564/
emnlp2025.csv
2,025
EMNLP
SUA: Stealthy Multimodal Large Language Model Unlearning Attack
Xianren Zhang; Hui Liu; Delvin Ce Zhang; Xianfeng Tang; Qi He; Dongwon Lee; Suhang Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.565/
emnlp2025.csv
2,025
EMNLP
ResFormer: All-Time Reservoir Memory for Long Sequence Classification
Hongbo Liu; Jia Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.566/
emnlp2025.csv
2,025
EMNLP
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
Zeping Yu; Yonatan Belinkov; Sophia Ananiadou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.567/
emnlp2025.csv
2,025
EMNLP
Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation
Enora Rice; Katharina von der Wense; Alexis Palmer
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.568/
emnlp2025.csv
2,025
EMNLP
Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction
Huanxin Sheng; Xinyi Liu; Hangfeng He; Jieyu Zhao; Jian Kang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.569/
emnlp2025.csv
2,025
EMNLP
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Junyu Zhang; Runpei Dong; Han Wang; Xuying Ning; Haoran Geng; Peihao Li; Xialin He; Yutong Bai; Jitendra Malik; Saurabh Gupta; Huan Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.570/
emnlp2025.csv
2,025
EMNLP
Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis
Miao Zhou; Lina Yang; Thomas Wu; Dongnan Yang; Xinru Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.571/
emnlp2025.csv
2,025
EMNLP
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
Yunzhi Yao; Jizhan Fang; Jia-Chen Gu; Ningyu Zhang; Shumin Deng; Huajun Chen; Nanyun Peng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.572/
emnlp2025.csv
2,025
EMNLP
DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic
Yuheng Wu; Jianwen Xie; Denghui Zhang; Zhaozhuo Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.573/
emnlp2025.csv
2,025
EMNLP
Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus
Yangyifan Xu; Shuo Ren; Jiajun Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.574/
emnlp2025.csv
2,025
EMNLP
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
Keane Ong; Rui Mao; Deeksha Varshney; Paul Pu Liang; Erik Cambria; Gianmarco Mengaldo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.575/
emnlp2025.csv
2,025
EMNLP
Towards Statistical Factuality Guarantee for Large Vision-Language Models
Zhuohang Li; Chao Yan; Nicholas J Jackson; Wendi Cui; Bo Li; Jiaxin Zhang; Bradley A. Malin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.576/
emnlp2025.csv
2,025
EMNLP
Unlearning vs. Obfuscation: Are We Truly Removing Knowledge?
Guangzhi Sun; Potsawee Manakul; Xiao Zhan; Mark Gales
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.577/
emnlp2025.csv
2,025
EMNLP
Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner
Bolian Li; Yanran Wu; Xinyu Luo; Ruqi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.578/
emnlp2025.csv
2,025
EMNLP
Stimulate the Critical Thinking of LLMs via Debiasing Discussion
Ruiyu Xiao; Lei Wu; Yuanxing Liu; Weinan Zhang; Ting Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.579/
emnlp2025.csv
2,025
EMNLP
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
Xintong Li; Jalend Bantupalli; Ria Dharmani; Yuwei Zhang; Jingbo Shang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.580/
emnlp2025.csv
2,025
EMNLP
Improving Instruct Models for Free: A Study on Partial Adaptation
Ozan Irsoy; Pengxiang Cheng; Jennifer L Chen; Daniel Preotiuc-Pietro; Shiyue Zhang; Duccio Pappadopulo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.581/
emnlp2025.csv
2,025
EMNLP
CoMMIT: Coordinated Multimodal Instruction Tuning
Xintong Li; Junda Wu; Tong Yu; Rui Wang; Yu Wang; Xiang Chen; Jiuxiang Gu; Lina Yao; Julian McAuley; Jingbo Shang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.582/
emnlp2025.csv
2,025
EMNLP
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
Tianhao Wu; Weizhe Yuan; Olga Golovneva; Jing Xu; Yuandong Tian; Jiantao Jiao; Jason E Weston; Sainbayar Sukhbaatar
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.583/
emnlp2025.csv
2,025
EMNLP
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
Song Wang; Zhen Tan; Zihan Chen; Shuang Zhou; Tianlong Chen; Jundong Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.584/
emnlp2025.csv