Natural Language Processing

QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025 QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025 Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries IJCNLP 2025 QUST_NLP at SemEval-2025 Task 7: A Three-Stage Retrieval Framework for Monolingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration EMNLP 2025 R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025 R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases IJCAI 2025 R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression ACL 2025 R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025 R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks ACL 2025 RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts COLING 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 RA-CLAP: Relation-Augmented Emotional Speaking Style Contrastive Language-Audio Pretraining For Speech Retrieval Interspeech 2025 RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 RadEval: A framework for radiology text evaluation EMNLP 2025 RadGPT: Constructing 3D Image-Text Tumor Datasets ICCV 2025 RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance MIDL 2025