Generation

PsyPARSE: Retrieval-Augmented Slow Thinking for Personalized Empathetic Counseling AAAI 2026 PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling EACL 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data ACL 2026 QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ACL 2026 Query-Following vs Context-Anchoring: How LLMs Handle Cross-Turn Language Switching EACL 2026 R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment CVPR 2026 Rad-Flamingo: A Multimodal Prompt driven Radiology Report Generation Framework with Patient-Centric Explanations EACL 2026 RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations SemEval 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar SemEval 2026 RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation SemEval 2026 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation ACL 2026 RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora ACL 2026 Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ACL 2026 RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026 RECAP: REwriting Conversations for Intent Understanding in Agentic Planning EACL 2026 ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation EACL 2026 ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization ACL 2026 Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ACL 2026 ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation AAAI 2026 ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026 Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026 REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation ACL 2026