in-context learning

Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024 Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task COLING 2024 Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024 uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? SemEval 2024 VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024 VILA: On Pre-training for Visual Language Models CVPR 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 Visual In-Context Learning for Large Vision-Language Models ACL 2024 Visual In-Context Prompting CVPR 2024 VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NeurIPS 2024 WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024 What Algorithms can Transformers Learn? A Study in Length Generalization ICLR 2024 What Do Language Models Learn in Context? The Structured Task Hypothesis. ACL 2024 What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception NAACL 2024 What Makes a Good Order of Examples in In-Context Learning ACL 2024 What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024 What’s Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs EMNLP 2024 When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations ICLR 2024 When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages AAAI 2024 Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 Why Larger Language Models Do In-context Learning Differently? ICML 2024 Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? EMNLP 2024