A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks Paper • 2605.28556 • Published May 27 • 74
MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image Paper • 2605.10616 • Published May 11 • 143
Why Fine-Tuning Encourages Hallucinations and How to Fix It Paper • 2604.15574 • Published Apr 16 • 26
Alignment Makes Language Models Normative, Not Descriptive Paper • 2603.17218 • Published Mar 17 • 47
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 76
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 76
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 76
Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs Paper • 2509.22582 • Published Sep 26, 2025 • 12
Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs Paper • 2509.22582 • Published Sep 26, 2025 • 12
Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs Paper • 2509.22582 • Published Sep 26, 2025 • 12 • 2
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Paper • 2505.18125 • Published May 23, 2025 • 113
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation Paper • 2503.19693 • Published Mar 25, 2025 • 76
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Paper • 2501.12224 • Published Jan 21, 2025 • 47