Papers
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
Rao Ma, Tongzhou Chen, Kartik Audhkhasi et al.
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
Mengxuan Hu, Hongyi Wu, Ronghang Zhu et al.
Logic: Long-form Outline Generation via Imitative and Critical Self-refinement
Hengwei Liu, Yongliang Shen, Zhe Zheng et al.
Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities
Bhagesh Gaur, Karan Gupta, Aseem Srivastava et al.
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks
Sabrina McCallum, Amit Parekh, Alessandro Suglia
Are you sure? Measuring models bias in content moderation through uncertainty
Alessandra Urbinati, Mirko Lai, Simona Frenda et al.
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
An Luo, Xun Xian, Jin Du et al.
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
Haonan He, Yuchen Ren, Yining Tang et al.
LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation
Jiawen Xie, Haiyang Wu, Deyi Ji et al.
Large Language Models as Reader for Bias Detection
Xuan Luo, Jing Li, Zhong Wenzhong et al.
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs
Wei Chen, Zhi Zheng, Lili Zhao et al.
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction
Zehan Li, Fu Zhang, Tianyue Peng et al.
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs
Gaye Colakoglu, Gürkan Solmaz, Jonathan Fürst
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment
Yifei Dong, Fengyi Wu, Kunlin Zhang et al.
InFact: Informativeness Alignment for Improved LLM Factuality
Roi Cohen, Russa Biswas, Gerard de Melo
Linear Steerability in Language Models: When It Emerges and How It Evolves
Jianshu She, Xinyue Li, Eric P. Xing et al.
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
Yangyang Zhao, Ben Niu, Yuxuan Tan et al.
Layer Duplication in LLMs
Neo Eyal, Nachum Dershowitz, Kfir Bar
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
Jiwei Zhang, Jianxun Lian, Haiming Qin et al.
ThinkQE: Query Expansion via an Evolving Thinking Process
Yibin Lei, Tao Shen, Andrew Yates
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
Florian Eichin, Carolin M. Schuster, Georg Groh et al.
Can Role Vectors Affect LLM Behaviour?
Daniele Potertì, Andrea Seveso, Fabio Mercorio
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
Runsong Zhao, Xin Liu, Xinyu Liu et al.
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction
Xin Li, Huangming Xu, Fu Zhang et al.