in-context learning

Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy EMNLP 2023 Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023 INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023 Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023 Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts EMNLP 2023 KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023 Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023 Language Is Not All You Need: Aligning Perception with Language Models NeurIPS 2023 Language model acceptability judgements are not always robust to context ACL 2023 Large Language Models are Built-in Autoregressive Search Engines ACL 2023 Large Language Models are few(1)-shot Table Reasoners EACL 2023 Large Language Models are Human-Level Prompt Engineers ICLR 2023 Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning NeurIPS 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Large Language Models as General Pattern Machines CoRL 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Large Language Models can Implement Policy Iteration NeurIPS 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023 LayoutGPT: Compositional Visual Planning and Generation with Large Language Models NeurIPS 2023 LayoutPrompter: Awaken the Design Ability of Large Language Models NeurIPS 2023 Learning In-context Learning for Named Entity Recognition ACL 2023