error correction

Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Error Reflection Prompting: Can Large Language Models Successfully Understand Errors? NAACL 2025 Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods COLING 2025 Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 GenSim: A General Social Simulation Platform with Large Language Model based Agents NAACL 2025 HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025 Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 Large Language Models based ASR Error Correction for Child Conversations Interspeech 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 Localizing and Mitigating Errors in Long-form Question Answering ACL 2025 MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025 MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025 NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation AACL 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025 Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025 Phonetically-Augmented Discriminative Rescoring for Voice Search Error Correction Interspeech 2025 Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems ICLR 2025 Pinyin-Guided Chinese Speech Recognition with Large Language Model Interspeech 2025 Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025 Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025