Papers
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction
Wei-Chieh Huang, Cornelia Caragea
Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement
Wangyang Ying, Yanchi Liu, Xujiang Zhao et al.
Negative Sampling Techniques in Dense Retrieval: A Survey
Laurin Wischounig, Abdelrahman Abdallah, Adam Jatowt
FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model Compression
Jiayi Tian, Ryan Solgi, Jinming Lu et al.
TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering
Mohammadamin Shafiei, Hamidreza Saffari, Mohammad Taher Pilehvar et al.
Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models
Boyang Zhang, Istemi Ekin Akkus, Ruichuan Chen et al.
Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models
Michael R. Metel, Yufei Cui, Boxing Chen et al.
Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention
Phuong Minh Nguyen, Dang Huu-Tien, Naoya Inoue
Hearing Between the Lines: Unlocking the Reasoning Power of LLMs for Speech Evaluation
Arjun Chandra, Kevin Miller, Venkatesh Ravichandran et al.
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
Saadat Hasan Khan, Spencer Hong, Jingyu Wu et al.
Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
Zijie Liu, Xinyu Zhao, Jie Peng et al.
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification
Branislav Pecher, Jan Cegin, Robert Belanec et al.
SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation
Ryan Shea, Yunan Lu, Liang Qiu et al.
SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents
Qiusi Zhan, Angeline Budiman-Chan, Abdelrahman Zayed et al.
Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
Haowei Fu, Bo Ni, Han Xu et al.
Do GUI Grounders Truly Understand UI Elements?
Surgan Jandial, Yinheng Li, Justin Wagle et al.
TechING: Towards Real World Technical Image Understanding via VLMs
Tafazzul Nadeem, Bhavik Shangari, Manish Rai et al.
MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer
Gaetano Cimino, Giuseppe Carenini, Vincenzo Deufemia
Process Evaluation for Agentic Systems
Milan Gritta, Debjit Paul, Xiaoguang Li et al.
Are Multimodal LLMs Movie Buffs?
Carlo Bretti, Pascal Mettes, Nanne Van Noord
Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models
Kumiko Nakajima, Jan Zuiderveld, Sandro Pezzelle
Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP
Benedetta Muscato, Yue Li, Gizem Gezici et al.
The Correlation Between Emotion in Text and Speech Segments is Limited: A Cross-Modal Study
David Lindevelt, Suzan Verberne, Joost Broekens
Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement
Diego Rossini, Lonneke Van Der Plas