Papers
PropXplain: Can LLMs Enable Explainable Propaganda Detection?
Maram Hasanain, Md Arid Hasan, Mohamed Bayan Kmainasi et al.
FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs
Yingjia Wan, Haochen Tan, Xiao Zhu et al.
RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models
Jingjing Liu, Zeming Liu, Zihao Cheng et al.
Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution
Yao Tong, Weijun Li, Xuanli He et al.
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
Zhenxi Lin, Ziheng Zhang, Jian Wu et al.
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems
Chanwoo Choi, Jinsoo Kim, Sukmin Cho et al.
Mitigating Spurious Correlations via Counterfactual Contrastive Learning
Fengxiang Cheng, Chuan Zhou, Xiang Li et al.
Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents
Hanxu Hu, Jannis Vamvas, Rico Sennrich
Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models
Simin Hong, Jun Sun, Hongyang Chen
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan et al.
FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression
Juhyeong Kim, Sangyeon Yu, Gyunyeop Kim et al.
SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models
Anushka Sivakumar, Andrew Zhang, Zaber Ibn Abdul Hakim et al.
GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning
Sahiti Yerramilli, Nilay Pande, Rynaa Grover et al.
D2CS - Documents Graph Clustering using LLM supervision
Yoel Ashkenazi, Etzion Harari, Regev Yehezkel Imra et al.
Using tournaments to calculate AUROC for zero-shot classification with LLMs
WonJin Yoon, Ian Bulovic, Timothy A. Miller
Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models
Md. Atabuzzaman, Andrew Zhang, Chris Thomas
Unequal Scientific Recognition in the Age of LLMs
Yixuan Liu, Abel Elekes, Jianglin Lu et al.
Beyond Linear Steering: Unified Multi-Attribute Control for Language Models
Narmeen Fatimah Oozeer, Luke Marks, Fazl Barez et al.
Towards Universal Debiasing for Language Models-based Tabular Data Generation
Tianchun Li, Tianci Liu, Xingchen Wang et al.
Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models
Mohammad Saim, Phan Anh Duong, Cat Luong et al.
NLP Needs Diversity outside of ‘Diversity’
Joshua Tint
Intent-aware Schema Generation and Refinement for Literature Review Tables
Vishakh Padmakumar, Joseph Chee Chang, Kyle Lo et al.
ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
Lu Wang, Chiming Duan, Pu Zhao et al.