Papers
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks
Nikita Soni, Pranav Chitale, Khushboo Singh et al.
RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation
Viacheslav Vasilev, Julia Agafonova, Nikolai Gerasimenko et al.
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving
Botao Yu, Frazier N. Baker, Ziru Chen et al.
Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning
Jeffrey Olmo, Jared Wilson, Max Forsey et al.
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models
Srishti Yadav, Zhi Zhang, Daniel Hershcovich et al.
Aligning to What? Limits to RLHF Based Alignment
Logan Barnhart, Reza Akbarian Bafghi, Stephen Becker et al.
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
Shrinidhi Kumbhar, Venkatesh Mishra, Kevin Coutinho et al.
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models
Zizhang Chen, Peizhao Li, Xiaomeng Dong et al.
Do Large Language Models Align with Core Mental Health Counseling Competencies?
Viet Cuong Nguyen, Mohammad Taher, Dongwan Hong et al.
Rejected Dialects: Biases Against African American Language in Reward Models
Joel Mire, Zubin Trivadi Aysola, Daniel Chechelnitsky et al.
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation
Yan Meng, Di Wu, Christof Monz
MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering
Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu et al.
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora
Aleksandr Fedchin, Isabel Cooperman, Pramit Chaudhuri et al.
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy
Tunazzina Islam, Dan Goldwasser
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning
Leonardo Ranaldi, Barry Haddow, Alexandra Birch
SEEval: Advancing LLM Text Evaluation Efficiency and Accuracy through Self-Explanation Prompting
Meng-Chen Wu, Md Mosharaf Hossain, Tess Wood et al.
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
Aditya Sharma, Aman Dalmia, Mehran Kazemi et al.
Inference Scaling for Bridging Retrieval and Augmented Generation
Youngwon Lee, Seung-won Hwang, Daniel F Campos et al.
A Survey to Recent Progress Towards Understanding In-Context Learning
Haitao Mao, Guangliang Liu, Yao Ma et al.
Personalize Your LLM: Fake it then Align it
Yijing Zhang, Dyah Adila, Changho Shin et al.
Adaptive Parameter Compression for Language Models
Jeremias Bohn, Frederic Mrozinski, Georg Groh
UNLEARN Efficient Removal of Knowledge in Large Language Models
Tyler Lizzo, Larry Heck
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization
Yen-Ju Lu, Ting-Yao Hu, Hema Swetha Koppula et al.
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla
Fabiha Haider, Fariha Tanjim Shifat, Md Farhan Ishmam et al.
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
João Matos, Shan Chen, Siena Kathleen V. Placino et al.