Large Language Models

Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks ACL 2025 RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 RAC: Efficient LLM Factuality Correction with Retrieval Augmentation EMNLP 2025 RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025 RAG based Question Answering of Korean Laws and Precedents ACL 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025 RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025 RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models NAACL 2025 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 2025 RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling SemEval 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025 Rapid Word Learning Through Meta In-Context Learning EMNLP 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025 RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025 Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks EMNLP 2025 Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025 RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims NAACL 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025 RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025