Natural Language Processing

Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance CVPR 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models AAAI 2026 RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026 Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations EACL 2026 Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning AAAI 2026 Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity EACL 2026 Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation ACL 2026 Rethinking Metrics for Lexical Semantic Change Detection EACL 2026 Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization AAAI 2026 Rethinking Polarity Detection: When BPE Fails Across Scripts EACL 2026 Rethinking Prompt Optimizers: From Prompt Merits to Optimization EACL 2026 Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL EACL 2026 Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026 Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning ACL 2026 Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026 Rethink Representation Learning for Questionnaire Data AAAI 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning ACL 2026 Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot EACL 2026 RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation AAAI 2026 Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths EACL 2026 Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models EACL 2026 REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking EACL 2026