Large Language Models

How to Improve LLMs’ Performance on Specific Languages: A Perspective on LLM-Derived Language Similarity ACL 2026 HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding AAAI 2026 HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning AAAI 2026 HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs AAAI 2026 HumMusQA: A Human-written Music Understanding QA Benchmark Dataset EACL 2026 Hybrid Neural-LLM Pipeline for Morphological Glossing in Endangered Language Documentation: A Case Study of Jungar Tuvan EACL 2026 Hypothesis-Driven Reasoning for Large Language Models AAAI 2026 Identifying and Analyzing Performance-Critical Tokens in Large Language Models AAAI 2026 If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models EACL 2026 I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models EACL 2026 iMotion-LLM: Instruction-Conditioned Trajectory Generation WACV 2026 Implicit Representations of Grammaticality in Language Models ACL 2026 Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs AAAI 2026 Improving LLM Domain Certification with Pretrained Guide Models EACL 2026 Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering EACL 2026 Incoherence as Oracle-less Measure of Error in LLM-Based Code Generation AAAI 2026 InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration AAAI 2026 Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models AAAI 2026 Inference Scaling Law for Retrieval Augmented Generation AAAI 2026 In-Situ Eval: A Modular Framework for Custom and Real-Time RAG Benchmarking AAAI 2026 IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling EACL 2026 Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks AAAI 2026 Interpretable Reward Model via Sparse Autoencoder AAAI 2026 Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths AAAI 2026 Interpreto: An Explainability Library for Transformers ACL 2026