Large Language Models

Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models ACL 2026 IPFormer: Instance Prompt-guided Transformer for Multi-modal Multi-shot Video Understanding AAAI 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 IRPO: Implicit Policy Regularized Preference Optimization EACL 2026 Is a Document Educational or Just Wikipedia-Style? — Pitfalls of Classifier-Based Quality Filtering ACL 2026 Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026 Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs AAAI 2026 Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026 ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMs SemEval 2026 JCT 2026 - SemEval Task 5 SemEval 2026 JCT at SemEval-2026 Task 4: A Multi-Method Approach to Narrative Story Similarity SemEval 2026 Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems AAAI 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text Detection EACL 2026 KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge EACL 2026 KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026 Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities EACL 2026 Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026 Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs? EACL 2026 Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning Capabilities EACL 2026 KyrText: A Multi-Domain Large-Scale Corpus for Kyrgyz Language EACL 2026 LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding EACL 2026 LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026 Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning ACL 2026 Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation AAAI 2026