Large Language Models

Automatic Generation of a Compositional QA Benchmark for Geospatial Reasoning under Spatial and Entity Constraints EACL 2026 AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition AAAI 2026 BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models AAAI 2026 Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts AAAI 2026 BanglaLlama: LLaMA for Bangla Language EACL 2026 BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction ACL 2026 BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation ACL 2026 BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary AAAI 2026 Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models AAAI 2026 Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026 Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties EACL 2026 BERT, are you paying attention? Attention regularization with human-annotated rationales EACL 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities EACL 2026 Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026 Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026 Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training EACL 2026 Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026 Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models EACL 2026 Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation EACL 2026 Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs EACL 2026 Beyond Multilinguality: Typological Limitations in Multilingual Models for Meitei Language EACL 2026 Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions AAAI 2026 Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback EACL 2026