Resources & Methods

Evaluating the Interplay of Information Status and Information Content in a Multilingual Parallel Corpus EACL 2026 Evaluation of Deontic Conditional Reasoning in Large Language Models: The Case of Wason’s Selection Task EACL 2026 Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ACL 2026 Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ACL 2026 ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models EACL 2026 ExPairT-LLM: Exact Learning for LLM Code Selection by Pairwise Queries AAAI 2026 Exploiting Pre-trained Language Model for Cross-city Urban Flow Prediction Guided by Information-theoretic Analysis AAAI 2026 Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models EACL 2026 Exploring Iterative Controllable Summarization with Large Language Models EACL 2026 Exploring Subjective Tasks in Farsi: A Survey Analysis and Evaluation of Language Model EACL 2026 Exploring the Semantic Space of Second Language Learners EACL 2026 ExpressivityBench: Can LLMs Communicate Implicitly? EACL 2026 Extending Audio Context for Long-Form Understanding in Large Audio-Language Models EACL 2026 Facilitating Early Maladaptive Schema–Guided Polite and Empathetic Psychotherapeutic Support: An LLM-Driven MoE-RL-Based Dialogue System AAAI 2026 FaithLM: Towards Faithful Explanations for Large Language Models EACL 2026 False Friends or Cognates? A Cross-lingual Semantic Ambiguity Evaluation for Galician, Portuguese and Spanish ACL 2026 Far Out: Evaluating Language Models on Slang in Australian and Indian English EACL 2026 FAVE: A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in Multimodal LLMs CVPR 2026 FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models AAAI 2026 FFE-Hallu: Hallucinations in Fixed Figurative Expressions: A Benchmark of Idioms and Proverbs in the Persian Language EACL 2026 FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition EACL 2026 Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective ACL 2026 Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026 FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance AAAI 2026 FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification AAAI 2026