Large Language Models

Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding ACL 2024 Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024 ExpertEase: A Multi-Agent Framework for Grade-Specific Document Simplification with Large Language Models EMNLP 2024 Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024 Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 Explicit Inductive Inference using Large Language Models EMNLP 2024 Exploring Design Choices for Building Language-Specific LLMs EMNLP 2024 Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels EACL 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024 Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024 Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024 Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024 Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024 Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs CVPR 2024 FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024 Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification ACL 2024 Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024 Faithful Persona-based Conversational Dataset Generation with Large Language Models ACL 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources NeurIPS 2024 Filtered Direct Preference Optimization EMNLP 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 Finding Blind Spots in Evaluator LLMs with Interpretable Checklists EMNLP 2024