Large Language Models

Learning to Extract Structured Entities Using Language Models EMNLP 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024 Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024 Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024 Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024 LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems NAACL 2024 Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024 Lemur: Integrating Large Language Models in Automated Program Verification ICLR 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 Length Generalization of Causal Transformers without Position Encoding ACL 2024 Less is More for Long Document Summary Evaluation by LLMs EACL 2024 Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024 Let’s Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation ACL 2024 Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation CVPR 2024 L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024 Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024 Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL 2024 Leveraging Context-Aware Prompting for Commit Message Generation EMNLP 2024 Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NeurIPS 2024 Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024 Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024 Leveraging High-Precision Corpus Queries for Text Classification via Large Language Models COLING 2024 Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024