natural language understanding

Prior Knowledge-Guided Adversarial Training ACL 2024 Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024 QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios EMNLP 2024 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion ICLR 2024 Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders COLING 2024 Representation Degeneration Problem in Prompt-based Models for Natural Language Understanding COLING 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024 Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024 RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning SemEval 2024 SuperGLEBer: German Language Understanding Evaluation Benchmark NAACL 2024 The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants ACL 2024 The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024 The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024 To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024 Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024 Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? EMNLP 2024 Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates EMNLP 2024 TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024 Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024 Using Large Language Models to Improve Query-based Constraint Acquisition IJCAI 2024 ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024 When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024