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conftrace_

in-context learning

1,641 papers

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Also known as

ICL

Co-occurring keywords · papers mentioning both

large language model (789) few-shot learning (311) prompt engineering (151) zero-shot learning (117) language model (97) retrieval-augmented generation (82) multimodal learning (60) text classification (57) machine translation (53) vision-language model (46)

Papers

Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024 Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond NeurIPS 2024 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction ICML 2024 FLIRT: Feedback Loop In-context Red Teaming EMNLP 2024 Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 Function Vectors in Large Language Models ICLR 2024 Generalization to New Sequential Decision Making Tasks with In-Context Learning ICML 2024 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024 Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024 Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs ACL 2024 Generative Multimodal Entity Linking COLING 2024 Generative Multimodal Models are In-Context Learners CVPR 2024 GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks ICML 2024 GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024 GPTScore: Evaluate as You Desire NAACL 2024 GrounDial: Human-norm Grounded Safe Dialog Response Generation EACL 2024 Group Preference Optimization: Few-Shot Alignment of Large Language Models ICLR 2024 Harnessing Large Language Models as Post-hoc Correctors ACL 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024 Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions ACL 2024 How are Prompts Different in Terms of Sensitivity? NAACL 2024 How Can Client Motivational Language Inform Psychotherapy Agents? EACL 2024 How Does In-Context Learning Help Prompt Tuning? EACL 2024