natural language understanding

Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs EACL 2026 F.A.C.U.L.: Language-Based Interaction with AI Companions in Gaming AAAI 2026 Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing ACL 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 ReFTA: Breaking the Weight Reconstruction Bottleneck in Tensorized Parameter-Efficient Fine-Tuning CVPR 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025 AfroBench: How Good are Large Language Models on African Languages? ACL 2025 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods AACL 2025 Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation COLING 2025 Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025 BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025 Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions IJCNLP 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Can LLMs Generate and Solve Linguistic Olympiad Puzzles? EMNLP 2025 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 Collapsed Language Models Promote Fairness ICLR 2025 Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 D.Va: Validate Your Demonstration First Before You Use It ACL 2025