Large Language Models

Too Long, Didn’t Model: Decomposing LLM Long Context Understanding With Novels EACL 2026 Towards a Common Framework for Autoformalization AAAI 2026 Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators AAAI 2026 Towards Aligned and Efficient Large Language Models AAAI 2026 Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning AAAI 2026 Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026 Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space AAAI 2026 TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs ACL 2026 Training in Step-by-Step Formal Reasoning Improves Pronominal Reasoning in Language Models EACL 2026 TrajRAG: Retrieving Geometric-Semantic Experience for Zero-Shot Object Navigation CVPR 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs AAAI 2026 TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs AAAI 2026 TUNE: A Task For Turkish Machine Unlearning For Data Privacy EACL 2026 TurkBench: A Benchmark for Evaluating Turkish Large Language Models EACL 2026 UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models CVPR 2026 uir-cis at SemEval-2026 Task 12: Mitigating Prior-Induced Hallucinations in Retrieval-Augmented Reasoning via Precision-Oriented Decoding SemEval 2026 U-MIRAGE: Benchmarking Chain-of-Thought Reasoning for Urdu Medical QA EACL 2026 Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026 Unintended Memorization of Sensitive Information in Fine-Tuned Language Models EACL 2026 Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation AAAI 2026 UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026 Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding EACL 2026 VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026 VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains AAAI 2026