Large Language Models

Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention EMNLP 2024 HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NeurIPS 2024 Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction EMNLP 2024 Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models CVPR 2024 Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing EMNLP 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Holodeck: Language Guided Generation of 3D Embodied AI Environments CVPR 2024 HonestLLM: Toward an Honest and Helpful Large Language Model NeurIPS 2024 Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024 How Can Client Motivational Language Inform Psychotherapy Agents? EACL 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024 How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024 How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning EMNLP 2024 How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? ICML 2024 How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? ICML 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs ACL 2024 How Language Model Hallucinations Can Snowball ICML 2024 How Susceptible are Large Language Models to Ideological Manipulation? EMNLP 2024 How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024 How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective EMNLP 2024 How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models EMNLP 2024