year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks
Ritam Dutt; Carolyn Rose; Maarten Sap
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1485/
emnlp2025.csv
2,025
EMNLP
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training
Haotian Dong; Jingyan Jiang; Rongwei Lu; Jiajun Luo; Jiajun Song; Bowen Li; Ying Shen; Zhi Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1486/
emnlp2025.csv
2,025
EMNLP
Can LLM Agents Maintain a Persona in Discourse?
Pranav Bhandari; Nicolas Fay; Michael J Wise; Amitava Datta; Stephanie Meek; Usman Naseem; Mehwish Nasim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1487/
emnlp2025.csv
2,025
EMNLP
Iterative Multilingual Spectral Attribute Erasure
Shun Shao; Yftah Ziser; Zheng Zhao; Yifu Qiu; Shay B Cohen; Anna Korhonen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1488/
emnlp2025.csv
2,025
EMNLP
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research
Abir Harrasse; Philip Quirke; Clement Neo; Dhruv Nathawani; Luke Marks; Amir Abdullah
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1489/
emnlp2025.csv
2,025
EMNLP
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling
Fares Fawzi; Vinitra Swamy; Dominik Glandorf; Tanya Nazaretsky; Tanja Käser
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1490/
emnlp2025.csv
2,025
EMNLP
Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems
Jianfeng Deng; Qingfeng Chen; Debo Cheng; Jiuyong Li; Lin Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1491/
emnlp2025.csv
2,025
EMNLP
PACHAT: Persona-Aware Speech Assistant for Multi-party Dialogue
Dongjie Fu; Xize Cheng; Linjun Li; Xiaoda Yang; Lujia Yang; Tao Jin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1492/
emnlp2025.csv
2,025
EMNLP
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
Junda Zhu; Lingyong Yan; Shuaiqiang Wang; Dawei Yin; Lei Sha
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1493/
emnlp2025.csv
2,025
EMNLP
Graph-Guided Textual Explanation Generation Framework
Shuzhou Yuan; Jingyi Sun; Ran Zhang; Michael Färber; Steffen Eger; Pepa Atanasova; Isabelle Augenstein
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1494/
emnlp2025.csv
2,025
EMNLP
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It
Leonardo Bertolazzi; Philipp Mondorf; Barbara Plank; Raffaella Bernardi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1495/
emnlp2025.csv
2,025
EMNLP
A Causal Lens for Evaluating Faithfulness Metrics
Kerem Zaman; Shashank Srivastava
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1496/
emnlp2025.csv
2,025
EMNLP
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts
Yifei Yu; Qian-Wen Zhang; Lingfeng Qiao; Di Yin; Fang Li; Jie Wang; Chen Zeng Xi; Suncong Zheng; Xiaolong Liang; Xing Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1497/
emnlp2025.csv
2,025
EMNLP
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models
Pengxiang Zhao; Hanyu Hu; Ping Li; Yi Zheng; Zhefeng Wang; Xiaoming Yuan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1498/
emnlp2025.csv
2,025
EMNLP
Do LLMs Encode Frame Semantics? Evidence from Frame Identification
Jayanth Krishna Chundru; Rudrashis Poddar; Jie Cao; Tianyu Jiang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1499/
emnlp2025.csv
2,025
EMNLP
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models
Kyumin Lee; Minjin Jeon; Sanghwan Jang; Hwanjo Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1500/
emnlp2025.csv
2,025
EMNLP
How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis
Yushi Yang; Filip Sondej; Harry Mayne; Andrew Lee; Adam Mahdi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1501/
emnlp2025.csv
2,025
EMNLP
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs
Yue Li; Zhixue Zhao; Carolina Scarton
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1502/
emnlp2025.csv
2,025
EMNLP
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning
Kwesi Adu Cobbina; Tianyi Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1503/
emnlp2025.csv
2,025
EMNLP
Multilingual Pretraining for Pixel Language Models
Ilker Kesen; Jonas F. Lotz; Ingo Ziegler; Phillip Rust; Desmond Elliott
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1504/
emnlp2025.csv
2,025
EMNLP
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
Gabrielle Kaili-May Liu; Gal Yona; Avi Caciularu; Idan Szpektor; Tim G. J. Rudner; Arman Cohan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1505/
emnlp2025.csv
2,025
EMNLP
Machine-generated text detection prevents language model collapse
George Drayson; Emine Yilmaz; Vasileios Lampos
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1506/
emnlp2025.csv
2,025
EMNLP
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
Faeze Ghorbanpour; Daryna Dementieva; Alexander Fraser
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1507/
emnlp2025.csv
2,025
EMNLP
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat
Qi Lin; Weikai Xu; Lisi Chen; Bin Dai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1508/
emnlp2025.csv
2,025
EMNLP
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
João Maria Janeiro; Belen Alastruey; Francisco Massa; Maha Elbayad; Benjamin Piwowarski; Patrick Gallinari; Loic Barrault
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1509/
emnlp2025.csv
2,025
EMNLP
Too Helpful, Too Harmless, Too Honest or Just Right?
Gautam Siddharth Kashyap; Mark Dras; Usman Naseem
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1510/
emnlp2025.csv
2,025
EMNLP
Cardiverse: Harnessing LLMs for Novel Card Game Prototyping
Danrui Li; Sen Zhang; Samuel S. Sohn; Kaidong Hu; Muhammad Usman; Mubbasir Kapadia
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1511/
emnlp2025.csv
2,025
EMNLP
Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics
Ignacio J. Tripodi; Greg Buda; Margaret Meagher; Elizabeth A. Olson
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1512/
emnlp2025.csv
2,025
EMNLP
Measuring and Mitigating Media Outlet Name Bias in Large Language Models
Seong-Jin Park; Kang-Min Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1513/
emnlp2025.csv
2,025
EMNLP
The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning
Stephanie Schoch; Yangfeng Ji
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1514/
emnlp2025.csv
2,025
EMNLP
Where Confabulation Lives: Latent Feature Discovery in LLMs
Thibaud Ardoin; Yi Cai; Gerhard Wunder
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1515/
emnlp2025.csv
2,025
EMNLP
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?
Samuel Lewis-Lim; Xingwei Tan; Zhixue Zhao; Nikolaos Aletras
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1516/
emnlp2025.csv
2,025
EMNLP
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback
Nicola Horst; Davide Mazzaccara; Antonia Schmidt; Michael Sullivan; Filippo Momentè; Luca Franceschetti; Philipp Sadler; Sherzod Hakimov; Alberto Testoni; Raffaella Bernardi; Raquel Fernández; Alexander Koller; Oliver Lemon; David Schlangen; Mario Giulianelli; Alessandro Suglia
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1517/
emnlp2025.csv
2,025
EMNLP
GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL
Zhifeng Hao; Junqi Huang; Shaobin Shi; Ruichu Cai; Boyan Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1518/
emnlp2025.csv
2,025
EMNLP
TSVer: A Benchmark for Fact Verification Against Time-Series Evidence
Marek Strong; Andreas Vlachos
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1519/
emnlp2025.csv
2,025
EMNLP
Cross-MoE: An Efficient Temporal Prediction Framework Integrating Textual Modality
Ruizheng Huang; Zhicheng Zhang; Yong Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1520/
emnlp2025.csv
2,025
EMNLP
Sparse Autoencoder Features for Classifications and Transferability
Jack Gallifant; Shan Chen; Kuleen Sasse; Hugo Aerts; Thomas Hartvigsen; Danielle Bitterman
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1521/
emnlp2025.csv
2,025
EMNLP
KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction
Yang Yang; Mohan Timilsina; Edward Curry
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1522/
emnlp2025.csv
2,025
EMNLP
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models
Takumi Shibata; Yuichi Miyamura
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1523/
emnlp2025.csv
2,025
EMNLP
The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness
Sanad Sha’ban; Nizar Habash
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1524/
emnlp2025.csv
2,025
EMNLP
Lemmatization as a Classification Task: Results from Arabic across Multiple Genres
Mostafa Saeed; Nizar Habash
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1525/
emnlp2025.csv
2,025
EMNLP
A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations
Aida Mostafazadeh Davani; Sunipa Dev; Héctor Pérez-Urbina; Vinodkumar Prabhakaran
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1526/
emnlp2025.csv
2,025
EMNLP
Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs
Amber Shore; Russell Scheinberg; Ameeta Agrawal; So Young Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1527/
emnlp2025.csv
2,025
EMNLP
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Melissa Kazemi Rad; Alberto Purpura; Himanshu Kumar; Emily Chen; Mohammad Shahed Sorower
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1528/
emnlp2025.csv
2,025
EMNLP
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents
Taro Yano; Yoichi Ishibashi; Masafumi Oyamada
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1529/
emnlp2025.csv
2,025
EMNLP
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments
Akaash Kolluri; Shengguang Wu; Joon Sung Park; Michael S. Bernstein
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1530/
emnlp2025.csv
2,025
EMNLP
How Private are Language Models in Abstractive Summarization?
Anthony Hughes; Nikolaos Aletras; Ning Ma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1531/
emnlp2025.csv
2,025
EMNLP
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models
Zelin Li; Dawei Song
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1532/
emnlp2025.csv
2,025
EMNLP
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs
Sruthi Gorantla; Aditya Rawal; Devamanyu Hazarika; Kaixiang Lin; Mingyi Hong; Mahdi Namazifar
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1533/
emnlp2025.csv
2,025
EMNLP
Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores
Ashwin Ramaswamy; Nestor Demeure; Ermal Rrapaj
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1534/
emnlp2025.csv
2,025
EMNLP
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
Xueqing Peng; Triantafillos Papadopoulos; Efstathia Soufleri; Polydoros Giannouris; Ruoyu Xiang; Yan Wang; Lingfei Qian; Jimin Huang; Qianqian Xie; Sophia Ananiadou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1535/
emnlp2025.csv
2,025
EMNLP
TaxoAlign: Scholarly Taxonomy Generation Using Language Models
Avishek Lahiri; Yufang Hou; Debarshi Kumar Sanyal
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1536/
emnlp2025.csv
2,025
EMNLP
DiNaM: Disinformation Narrative Mining with Large Language Models
Witold Sosnowski; Arkadiusz Modzelewski; Kinga Skorupska; Adam Wierzbicki
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1537/
emnlp2025.csv
2,025
EMNLP
VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM
Lesheng Jin; Zhenyuan Ruan; Haohui Mai; Jingbo Shang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1538/
emnlp2025.csv
2,025
EMNLP
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes
Mohamed Bayan Kmainasi; Abul Hasnat; Md Arid Hasan; Ali Ezzat Shahroor; Firoj Alam
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1539/
emnlp2025.csv
2,025
EMNLP
FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean
Seoyoon Park; Hyeji Choi; Minseon Kim; Subin An; Xiaonan Wang; Gyuri Choi; Hansaem Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1540/
emnlp2025.csv
2,025
EMNLP
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework
Mohna Chakraborty; Lu Wang; David Jurgens
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1541/
emnlp2025.csv
2,025
EMNLP
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
Hao Peng; Yunjia Qi; Xiaozhi Wang; Bin Xu; Lei Hou; Juanzi Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1542/
emnlp2025.csv
2,025
EMNLP
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
Ruihan Yang; Caiqi Zhang; Zhisong Zhang; Xinting Huang; Dong Yu; Nigel Collier; Deqing Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1543/
emnlp2025.csv
2,025
EMNLP
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
Massimiliano Pronesti; Michela Lorandi; Paul Flanagan; Oisín Redmond; Anya Belz; Yufang Hou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1544/
emnlp2025.csv
2,025
EMNLP
Context-aware Biases for Length Extrapolation
Ali Veisi; Hamidreza Amirzadeh; Amir M. Mansourian
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1545/
emnlp2025.csv
2,025
EMNLP
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
Yifei Li; Hanane Nour Moussa; Ziru Chen; Shijie Chen; Botao Yu; Mingyi Xue; Benjamin Burns; Tzu-Yao Chiu; Vishal Dey; Zitong Lu; Chen Wei; Qianheng Zhang; Tianyu Zhang; Song Gao; Xuhui Huang; Xia Ning; Nesreen K. Ahmed; Ali Payani; Huan Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1546/
emnlp2025.csv
2,025
EMNLP
Finding your MUSE: Mining Unexpected Solutions Engine
Nir Sweed; Hanit Hakim; Ben Wolfson; Hila Lifshitz; Dafna Shahaf
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1547/
emnlp2025.csv
2,025
EMNLP
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs
Yao Fu; Xianxuan Long; Runchao Li; Haotian Yu; Mu Sheng; Xiaotian Han; Yu Yin; Pan Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1548/
emnlp2025.csv
2,025
EMNLP
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation
Su-Hyeong Park; Ho-Beom Kim; Seong-Jin Park; Dinara Aliyeva; Kang-Min Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1549/
emnlp2025.csv
2,025
EMNLP
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction
Fatemeh Haji; Mazal Bethany; Cho-Yu Jason Chiang; Anthony Rios; Peyman Najafirad
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1550/
emnlp2025.csv
2,025
EMNLP
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
Maya Kruse; Majid Afshar; Saksham Khatwani; Anoop Mayampurath; Guanhua Chen; Yanjun Gao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1551/
emnlp2025.csv
2,025
EMNLP
Exploring morphology-aware tokenization: A case study on Spanish language modeling
Alba Táboas García; Piotr Przybyła; Leo Wanner
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1552/
emnlp2025.csv
2,025
EMNLP
Studying Rhetorically Ambiguous Questions
Oghenevovwe Ikumariegbe; Eduardo Blanco; Ellen Riloff
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1553/
emnlp2025.csv
2,025
EMNLP
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics
Xiaoyuan Wu; Weiran Lin; Omer Akgul; Lujo Bauer
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1554/
emnlp2025.csv
2,025
EMNLP
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
DongGeon Lee; Joonwon Jang; Jihae Jeong; Hwanjo Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1555/
emnlp2025.csv
2,025
EMNLP
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations
Varun Dhanraj; Chris Eliasmith
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1556/
emnlp2025.csv
2,025
EMNLP
Can LLMs Extract Frame-Semantic Arguments?
Jacob Devasier; Rishabh Mediratta; Chengkai Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1557/
emnlp2025.csv
2,025
EMNLP
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
Woomin Song; Saket Dingliwal; Sai Muralidhar Jayanthi; Bhavana Ganesh; Jinwoo Shin; Aram Galstyan; Sravan Babu Bodapati
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1558/
emnlp2025.csv
2,025
EMNLP
Enhancing RLHF with Human Gaze Modeling
Karim Galliamov; Ivan Titov; Ilya Pershin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1559/
emnlp2025.csv
2,025
EMNLP
Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline
Maithe van Noort; Michal Korenar; Jelke Bloem
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1560/
emnlp2025.csv
2,025
EMNLP
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models
Aneesh Komanduri; Karuna Bhaila; Xintao Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1561/
emnlp2025.csv
2,025
EMNLP
Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations
Yunzhe Wang; Gale Lucas; Burcin Becerik-Gerber; Volkan Ustun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1562/
emnlp2025.csv
2,025
EMNLP
Are Language Models Consequentialist or Deontological Moral Reasoners?
Keenan Samway; Max Kleiman-Weiner; David Guzman Piedrahita; Rada Mihalcea; Bernhard Schölkopf; Zhijing Jin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1563/
emnlp2025.csv
2,025
EMNLP
PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims
Yongmin Yoo; Qiongkai Xu; Longbing Cao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1564/
emnlp2025.csv
2,025
EMNLP
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens
Siddarth Mamidanna; Daking Rai; Ziyu Yao; Yilun Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1565/
emnlp2025.csv
2,025
EMNLP
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
Roelien C. Timmer; Yufang Hou; Stephen Wan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1566/
emnlp2025.csv
2,025
EMNLP
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models
Amirhossein Dabiriaghdam; Lele Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1567/
emnlp2025.csv
2,025
EMNLP
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models
Thong Nguyen; Yibin Lei; Jia-Huei Ju; Andrew Yates
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1568/
emnlp2025.csv
2,025
EMNLP
Meta-Semantics Augmented Few-Shot Relational Learning
Han Wu; Jie Yin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1569/
emnlp2025.csv
2,025
EMNLP
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning
Rui Wang; Bohao Li; Xiyang Dai; Jianwei Yang; Yi-Ling Chen; Zhen Xing; Yifan Yang; Dongdong Chen; Xipeng Qiu; Zuxuan Wu; Yu-Gang Jiang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1570/
emnlp2025.csv
2,025
EMNLP
ModelCitizens: Representing Community Voices in Online Safety
Ashima Suvarna; Christina A Chance; Karolina Naranjo; Hamid Palangi; Sophie Hao; Thomas Hartvigsen; Saadia Gabriel
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1571/
emnlp2025.csv
2,025
EMNLP
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
Pengyu Wang; Shaojun Zhou; Chenkun Tan; Xinghao Wang; Wei Huang; Zhen Ye; Zhaowei Li; Botian Jiang; Dong Zhang; Xipeng Qiu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1572/
emnlp2025.csv
2,025
EMNLP
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support
Suhas Bn; Yash Mahajan; Dominik O. Mattioli; Andrew M. Sherrill; Rosa I. Arriaga; Christopher Wiese; Saeed Abdullah
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1573/
emnlp2025.csv
2,025
EMNLP
Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
Zirui Shao; Feiyu Gao; Zhaoqing Zhu; Chuwei Luo; Hangdi Xing; Zhi Yu; Qi Zheng; Ming Yan; Jiajun Bu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1574/
emnlp2025.csv
2,025
EMNLP
AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents
Fengze Liu; Haoyu Wang; Joonhyuk Cho; Dan Roth; Andrew Lo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1575/
emnlp2025.csv
2,025
EMNLP
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
Kuicai Dong; Yujing Chang; Derrick Goh Xin Deik; Dexun Li; Ruiming Tang; Yong Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1576/
emnlp2025.csv
2,025
EMNLP
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
Subhendu Khatuya; Shashwat Naidu; Pawan Goyal; Niloy Ganguly
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1577/
emnlp2025.csv
2,025
EMNLP
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments
Muhammad Ali; Salman Khan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1578/
emnlp2025.csv
2,025
EMNLP
Demystifying Domain-adaptive Post-training for Financial LLMs
Zixuan Ke; Yifei Ming; Xuan-Phi Nguyen; Caiming Xiong; Shafiq Joty
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1579/
emnlp2025.csv
2,025
EMNLP
HICode: Hierarchical Inductive Coding with LLMs
Mian Zhong; Pristina Wang; Anjalie Field
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1580/
emnlp2025.csv
2,025
EMNLP
Cacheback: Speculative Decoding With Nothing But Cache
Zhiyao Ma; In Gim; Lin Zhong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1581/
emnlp2025.csv
2,025
EMNLP
MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval
Yifan Liu; Qianfeng Wen; Mark Zhao; Jiazhou Liang; Scott Sanner
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1582/
emnlp2025.csv
2,025
EMNLP
LLM-Guided Co-Training for Text Classification
Md Mezbaur Rahman; Cornelia Caragea
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1583/
emnlp2025.csv
2,025
EMNLP
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
Yike Zhang; Zhiyuan He; Huiqiang Jiang; Chengruidong Zhang; Yuqing Yang; Jianyong Wang; Lili Qiu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1584/
emnlp2025.csv