Papers
MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images
Debanjan Goswami, Ronast Subedi, Shayok Chakraborty
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling
Mingyu Chen, Jingkai Lin, Zhaojie Chu et al.
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth
Yan Liu, Minghui Zhang, Bojian Xiong et al.
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
Ping Chen, Xiang Liu, Zhaoxiang Liu et al.
MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation
Ye Yang, Donghe Li, Zuchen Li et al.
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science
Qiuhai Zeng, Claire Jin, Xinyue Wang et al.
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation
Zichen Yuan, Lifan Sun, Yucen Zhuang et al.
Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning
Zixin Guo, Jiayang Sun, Tzu-Jui Julius Wang et al.
VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning
Zhihui Zhang, Shiliang Sun, Jing Zhao et al.
Recognizing Limits: Investigating Infeasibility in Large Language Models
Wenbo Zhang, Zihang Xu, Hengrui Cai
Conflicts in Texts: Data, Implications and Challenges
Siyi Liu, Dan Roth
Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation
Elaf Alhazmi, Quan Z. Sheng, Wei Emma Zhang et al.
Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors
Zhengxiang Wang, Nafis Irtiza Tripto, Solha Park et al.
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal et al.
Nested Named Entity Recognition as Single-Pass Sequence Labeling
Alberto Muñoz-Ortiz, David Vilares, Caio Corro et al.
AraSafe: Benchmarking Safety in Arabic LLMs
Hamdy Mubarak, Abubakr Mohamed, Majd Hawasly
Proxy Barrier: A Hidden Repeater Layer Defense Against System Prompt Leakage and Jailbreaking
Pedro Schindler Freire Brasil Ribeiro, Iago Alves Brito, Rafael Teixeira Sousa et al.
Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State
Dongyu Zhang, Qingqing Hong, Bingxuan Hou et al.
What Has Been Lost with Synthetic Evaluation?
Alexander Gill, Abhilasha Ravichander, Ana Marasovic
FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking
Islam Eldifrawi, Shengrui Wang, Amine Trabelsi
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing
Jeongsoo Choi, Jaehun Kim, Joon Son Chung
HebID: Detecting Social Identities in Hebrew-language Political Text
Guy Mor-Lan, Naama Rivlin-Angert, Yael R. Kaplan et al.
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
Weitao Li, Xiangyu Zhang, Kaiming Liu et al.
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
Ho Yin Sam Ng, Edward Hsu, Aashish Anantha Ramakrishnan et al.
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum
Yubin Kim, Zhiyuan Hu, Hyewon Jeong et al.