Papers
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.
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
Ruizhe Li, Chiwei Zhu, Benfeng Xu et al.
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies
Zhaxi Zerong, Chenxi Li, Xinyi Liu et al.
Think Clearly: Improving Reasoning via Redundant Token Pruning
Daewon Choi, Jimin Lee, Jihoon Tack et al.
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
Xidong Wang, Dingjie Song, Shunian Chen et al.
Mamba Drafters for Speculative Decoding
Daewon Choi, Seunghyuk Oh, Saket Dingliwal et al.
A Decoupled Multi-Agent Framework for Complex Text Style Transfer
Lingxi Zhang, Yu-Neng Chuang, Guanchu Wang et al.
SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts
Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen et al.
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang et al.
LORE: Continual Logit Rewriting Fosters Faithful Generation
Charles Yu, Qingyun Wang, Yuting Hu et al.
Retrieval-Augmented Language Models are Mimetic Theorem Provers
Wenjie Yang, Ruiyuan Huang, Jiaxing Guo et al.
Visual Self-Refinement for Autoregressive Models
Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi et al.