Papers
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving
Shunfeng Zheng, Yudi Zhang, Meng Fang et al.
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging
Zehua Liu, Han Wu, Yuxuan Yao et al.
Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables
Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz
Safety Through Reasoning: An Empirical Study of Reasoning Guardrail Models
Makesh Narsimhan Sreedhar, Traian Rebedea, Christopher Parisien
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems
Minghang Zhu, Zhengliang Shi, Zhiwei Xu et al.
IntrEx: A Dataset for Modeling Engagement in Educational Conversations
Xingwei Tan, Mahathi Parvatham, Chiara Gambi et al.
Aspect-based Sentiment Analysis via Synthetic Image Generation
Ge Chen, Zhongqing Wang, Guodong Zhou
TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection
Manan Roy Choudhury, Anirudh Iyengar Kaniyar Narayana Iyengar, Shikhhar Siingh et al.
KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models
Zhen Zhang, Xinyu Wang, Yong Jiang et al.
Improving Language Model Personas via Rationalization with Psychological Scaffolds
Brihi Joshi, Xiang Ren, Swabha Swayamdipta et al.
From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection
Junbao Huang, Weizhen Li, Peijie Huang et al.
CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers?
Jiefu Ou, William Walden, Kate Sanders et al.
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models
Kevin Zhou, Adam Dejl, Gabriel Freedman et al.
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities
Jiajun Chen, Yangyang Wu, Xiaoye Miao et al.
RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals
Jaemu Heo, Eldor Fozilov, Hyunmin Song et al.
PVTNL: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification
Wangning, Lei Xie, Sanglu Lu et al.
BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment
Jiaqi Duan, Xiaoda Yang, Kaixuan Luan et al.
CoEx – Co-evolving World-model and Exploration
Minsoo Kim, Seung-won Hwang
Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data
Kurt Micallef, Nizar Habash, Claudia Borg
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content
Bhavik Chandna, Mariam Aboujenane, Usman Naseem
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics
Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
Sumin Ha, Jun Hyeong Kim, Yinhua Piao et al.
Exploring and Detecting Self-disclosure in Multi-modal posts on Chinese Social Media
Jingbao Luo, Ming Liu, Aoli Huo et al.
LangProBe: a Language Program Benchmark
Shangyin Tan, Lakshya A Agrawal, Arnav Singhvi et al.