conftrace_

error correction

179 papers

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EC

Co-occurring keywords

large language model (13587) automatic speech recognition (1774) language model (4599) error detection (176) speech recognition (1226) neural network (6616) code generation (746) named entity recognition (2813) machine translation (2499) chinese language (220)

Papers

From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025
Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025
Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework EMNLP 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025
Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025
Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025
A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation IJCNLP 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves? CVPR 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering SEMEVAL 2025
Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025
Error Reflection Prompting: Can Large Language Models Successfully Understand Errors? NAACL 2025
Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025
CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections ACL 2025
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025
HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025