Large Language Models

CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation AAAI 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training ACL 2026 DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026 Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought EACL 2026 Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue EACL 2026 Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026 Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026 DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026 Deep Research Arena: The First Exam of LLMs’ Research Abilities via Seminar-Grounded Tasks AAAI 2026 Delayed Wh-Question Development in Children with Hearing Loss: Evidence for Morphosyntactic Vulnerability from Corpus-Based NLP and LLM Analyses EACL 2026 Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026 DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026 Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation EACL 2026 Detecting reported speech as a token classification task: an application to Classical Latin? EACL 2026 Detecting Winning Arguments with Large Language Models and Persuasion Strategies EACL 2026 Detoxification for LLM: From Dataset Itself ACL 2026 Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation AAAI 2026 DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026 Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026 Disco-RAG: Discourse-Aware Retrieval-Augmented Generation ACL 2026 Discourse Graph Guided Document Translation with Large Language Models EACL 2026 Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs AAAI 2026 Disentangling Emotion Understanding and Generation in Large Language Models EACL 2026