conftrace_

reasoning enhancement

16 papers

Explore in graph

Co-occurring keywords · papers mentioning both

large language model (10) retrieval-augmented generation (2) multimodal large language model (2) knowledge distillation (2) zero-shot learning (2) reinforcement learning (2) multi-llm ensemble (1) agentic retrieval (1) knowledge-based reasoning (1) fine-grained perception (1)

Papers

A Reasoning Paradigm for Named Entity Recognition AAAI 2026 Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time AAAI 2026 The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination ACL 2026 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025 DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs COLING 2025 Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs AACL 2025 Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025 War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models ACL 2025 Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks EMNLP 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024