ToolWeave: Enhancing Multi-Turn Tool-Calling Dialogues
Discover ToolWeave, a framework for realistic multi-turn tool-calling dialogues that boosts LLM accuracy and reduces parameter hallucination.
BoostTaxo: Advanced Zero-Shot Taxonomy Induction Framework
BoostTaxo enhances zero-shot taxonomy induction using boosting-style reasoning and constraint-aware calibration for reliable AI semantic hierarchies.
Verifiable Process Supervision for Accurate Language Model Reasoning
Discover how Verifiable Process Supervision (VPS) improves language model accuracy and reasoning quality through structured, verifiable training methods.
TimelineReasoner: Enhanced Timeline Summarization with Reasoning Models
Discover TimelineReasoner, a framework using Large Reasoning Models to improve timeline summarization accuracy, coherence, and event detection.
Improving Text-Only Accuracy in Vision-Language Models
Discover how Latent Imagination Module boosts text-only Vision-Language Models' accuracy and calibration without visual input.