Large Language Models

Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024 EMNLP 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024 IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024 Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning EMNLP 2024 Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024 Is Programming by Example Solved by LLMs? NeurIPS 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024 It’s Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ACL 2024 iVideoGPT: Interactive VideoGPTs are Scalable World Models NeurIPS 2024 Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024 Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024 JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024 JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024 JumpCoder: Go Beyond Autoregressive Coder via Online Modification ACL 2024 KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion COLING 2024 KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024 KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024 Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024 Knowledge-Centric Templatic Views of Documents EMNLP 2024 Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024 Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024