Papers
Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
Zheyuan Liu, Yixin Wan, Kai-Wei Chang et al.
Current Advances in LLM Reasoning
Akhil Arora, Vishrav Chaudhary, Julia Kreutzer et al.
Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications
Xuan Wang, Shuxiang Cao, Yuchen Zhuang et al.
The Data Frontier for Large Language Models: Selection, Synthesis, and Tools
Lijun Wu, Wentao Zhang, Conghui He
Future of Work in the Age of LLMs
Zora Wang, Yijia Shao, David Nguyen et al.
One Task Vector is not Enough: A Large-Scale Study for In-Context Learning
Pavel Tikhonov, Ivan Oseledets, Elena Tutubalina
Continuous Context Sampling Allows Extending Diversity Boundaries of Large Language Models
Mateusz Bystroński, Doheon Han, Nitesh V. Chawla et al.
LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation
Lukáš Eigler, Jindřich Libovický, David Hurych
Optimizing Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models
Yanbing Chen, Ruilin Wang, Zihao Yang et al.
CRL-Prompt: Contrastive and Reinforcement Learning for Soft Prompt Tuning for Text Classification
Danila Lapokin, Andrey Savchenko
The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge
Ali Keramati, Justin Cheok, Jacob Horne et al.
Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling
Ayan Sar, Pranav Singh Puri, Sumit Aich et al.
Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning
Medha Hira, Prachi Goyal, Raj Maheshwari et al.
Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction
Chandan Prakash, Pavan Kumar Chittimalli, Arnab Bhattacharya
Evolutionary Search for Automated Design of Uncertainty Quantification Methods
Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii et al.
Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law
Mateusz Bystroński, Kamil Tagowski, Denis Janiak et al.
Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards
Sinjoy Saha, Suman Saha, Mahfuza Farooque et al.
Thesis Proposal: Intentional Inference for Insight Generation
Kristýna Onderková
LLM Parameters for Math Across Languages: Shared or Separate?
Behzad Shomali, Luisa Victor, Tim Selbach et al.
Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models
Kaito Watanabe, Taisei Yamamoto, Tomoki Doi et al.
Representing Lean Proofs as Trajectories in Latent Space
Elisaveta Samoylov, Soroush Vosoughi
Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings
Kanade Nonomura, Keita Fukushima, Risa Kondo et al.