Generation

From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset ACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 FunnyBorg at SemEval-2026 Task 1: Humor Generation SemEval 2026 Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs EACL 2026 GAEA: A Geolocation Aware Conversational Assistant WACV 2026 GenAIus at SemEval-2026 Task 8: Beyond Retrieval with Relevance-Aware RAG for Faithful Multi-Turn Generation SemEval 2026 Generalizing Sports Feedback Generation by Watching Competitions and Reading Books: A Rock Climbing Case Study WACV 2026 GigitAI at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Zero-Shot Generation for Multi-Turn Conversational RAG SemEval 2026 Grammar as Control: Modular Language Generation for the Long Tail ACL 2026 GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026 GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026 GUIR at SemEval-2026 Task 8: Training-Free Multi-Query Fusion for Robust Conversational Retrieval SemEval 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 HalluClean: A Unified Framework to Combat Hallucinations in LLMs AAAI 2026 HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization AAAI 2026 HarfoSokhan: A Comprehensive Parallel Dataset for Transitions between Persian Colloquial and Formal Variations EACL 2026 Harmful Factuality: LLMs Correcting What They Shouldn’t EACL 2026 Hebrew Diacritics Restoration using Visual Representation EACL 2026 Hemolix.TabGen: Optimized Table Generation from Documents ACL 2026 Hey, wait a minute: on at-issue sensitivity in Language Models EACL 2026 Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs ACL 2026 HiGoE: Hierarchical Graph of Evidence to Enhance Retrieval-Augmented Generation for Long-context Summarization ACL 2026 H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents EACL 2026 Howard University-AI4PC at SemEval-2026 Task 1: Exploring Prompt Strategies for Automatic Humor Generation SemEval 2026 Howard University-AI4PC at SemEval-2026 Task 8: Query Reformulation and Dense-Lexical Retrieval Fusion for Multi-Turn Retrieval-Augmented Generation SemEval 2026