Papers
Has this Fact been Edited? Detecting Knowledge Edits in Language Models
Paul Youssef, Zhixue Zhao, Christin Seifert et al.
Grounding Fallacies Misrepresenting Scientific Publications in Evidence
Max Glockner, Yufang Hou, Preslav Nakov et al.
Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision–Language Models
Minh Duc Bui, Katharina Von Der Wense, Anne Lauscher
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
Rishabh Maheshwary, Vikas Yadav, Hoang H Nguyen et al.
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs
Anirudh Phukan, Divyansh, Harshit Kumar Morj et al.
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles
Deepanway Ghosal, Vernon Toh, Yew Ken Chia et al.
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
Chaoqun Liu, Wenxuan Zhang, Yiran Zhao et al.
Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language Models
Sehun Lee, Kang-wook Kim, Gunhee Kim
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
Suchae Jeong, Inseong Choi, Youngsik Yun et al.
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation
Jaechang Kim, Jinmin Goh, Inseok Hwang et al.
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models
Hyegang Son, Yonglak Son, Changhoon Kim et al.
Soft Syntactic Reinforcement for Neural Event Extraction
Anran Hao, Jian Su, Shuo Sun et al.
Cross-Lingual and Cross-Cultural Variation in Image Descriptions
Uri Berger, Edoardo Ponti
ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots
Yu-Chung Hsiao, Fedir Zubach, Gilles Baechler et al.
MASTER: A Multi-Agent System with LLM Specialized MCTS
Bingzheng Gan, Yufan Zhao, Tianyi Zhang et al.
S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency
Yuting Zeng, Weizhe Huang, Lei Jiang et al.
Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization
Min Xiao, Junnan Zhu, Feifei Zhai et al.
MAPWise: Evaluating Vision-Language Models for Advanced Map Queries
Srija Mukhopadhyay, Abhishek Rajgaria, Prerana Khatiwada et al.
Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment
Yuu Jinnai, Tetsuro Morimura, Kaito Ariu et al.
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models
Yunsheng Ni, Chuanjian Liu, Yehui Tang et al.
Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models
Hao Yang, Lizhen Qu, Ehsan Shareghi et al.
Measuring memorization in language models via probabilistic extraction
Jamie Hayes, Marika Swanberg, Harsh Chaudhari et al.
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
Shengxiang Gao, Fang Nan, Yongbing Zhang et al.
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models
Wei He, Kai Han, Yehui Tang et al.
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
Lovish Madaan, David Esiobu, Pontus Stenetorp et al.