natural language understanding

Empathy Prediction from Diverse Perspectives ACL 2025 Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding ACL 2025 Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 FaBERT: Pre-training BERT on Persian Blogs NAACL 2025 Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025 From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning EMNLP 2025 Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025 IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding EMNLP 2025 ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning ACL 2025 Language Models are Crossword Solvers NAACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025 Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025 LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR COLING 2025 Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests COLING 2025 Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility ACL 2025 MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025 Multi-Prompting Decoder Helps Better Language Understanding ACL 2025 “My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise ACL 2025