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Large Language Models

2678 directly classified papers

Papers per year

Papers

Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024
Knowledge-Centric Templatic Views of Documents EMNLP 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024
Large Language Models Know What To Say But Not When To Speak EMNLP 2024
Explicit Inductive Inference using Large Language Models EMNLP 2024
How Does Quantization Affect Multilingual LLMs? EMNLP 2024
Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models EMNLP 2024
FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024
Inference and Verbalization Functions During In-Context Learning EMNLP 2024
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity EMNLP 2024
NovelTrans: System for WMT24 Discourse-Level Literary Translation EMNLP 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NIPS 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles CVPR 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024
VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024
GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024
LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024
MovieChat: From Dense Token to Sparse Memory for Long Video Understanding CVPR 2024
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation CVPR 2024