Papers
Side Effects of Erasing Concepts from Diffusion Models
Shaswati Saha, Sourajit Saha, Manas Gaur et al.
An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer’s Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations
Yang Han, Jacqueline C.k. Lam, Victor O.k. Li et al.
Enhancing LLM-Based Persuasion Simulations with Cultural and Speaker-Specific Information
Weicheng Ma, Hefan Zhang, Shiyu Ji et al.
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision
Tej Deep Pala, Panshul Sharma, Amir Zadeh et al.
Self-Training Large Language Models with Confident Reasoning
Hyosoon Jang, Yunhui Jang, Sungjae Lee et al.
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
Weiyuan Li, Xintao Wang, Siyu Yuan et al.
A Survey of Cognitive Distortion Detection and Classification in NLP
Archie Sage, Jeroen Keppens, Helen Yannakoudakis
[MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse.
Dimitra Niaouri, Mohamed Rayane Ghilene, Michele Linardi et al.
“Going to a trap house” conveys more fear than “Going to a mall”: Benchmarking Emotion Context Sensitivity for LLMs
Eojin Jeon, Mingyu Lee, Sangyun Kim et al.
Evaluating distillation methods for data-efficient syntax learning
Takateru Yamakoshi, Thomas L. Griffiths, R. Thomas McCoy et al.
LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions
Yongju Jia, Jiarui Ma, Xiangxian Li et al.
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing
Bhiman Kumar Baghel, Emma Jordan, Zheyuan Ryan Shi et al.
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
Taichi Aida, Danushka Bollegala
Evaluating the Creativity of LLMs in Persian Literary Text Generation
Armin Tourajmehr, Mohammad Reza Modarres, Yadollah Yaghoobzadeh
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
ChenZhuo Zhao, Ziqian Liu, Xinda Wang et al.
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
Yinhong Liu, Jianfeng He, Hang Su et al.
QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization
Mohamed Imed Eddine Ghebriout, Gaël Guibon, Ivan Lerner et al.
Trust Me, I’m Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer
Adi Simhi, Itay Itzhak, Fazl Barez et al.
Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models
Yusuf Sali, Sıtkı Can Toraman
Can You Trick the Grader? Adversarial Persuasion of LLM Judges
Yerin Hwang, Dongryeol Lee, Taegwan Kang et al.
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare
Hiba Ahsan, Arnab Sen Sharma, Silvio Amir et al.
Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models
Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
Ruihan Jin, Pengpeng Shao, Zhengqi Wen et al.
Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
Yuchen Wu, Liang Ding, Li Shen et al.