natural language understanding

TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements ACL 2025 Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard NAACL 2025 Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025 Using Next Sentence Prediction to Test ChatGPT’s Text Comprehension (Student Abstract) AAAI 2025 ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ACL 2025 VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025 What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025 Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025 AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024 A Benchmark for Recipe Understanding in Artificial Agents COLING 2024 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors Interspeech 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BlendX: Complex Multi-Intent Detection with Blended Patterns COLING 2024 Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024 CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024 ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference AAAI 2024 Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models EMNLP 2024 DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024