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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

In-Context Matting CVPR 2024 In-context Mixing (ICM): Code-mixed Prompts for Multilingual LLMs ACL 2024 In-Context Pretraining: Language Modeling Beyond Document Boundaries ICLR 2024 In-Context Principle Learning from Mistakes ICML 2024 In-Context Reinforcement Learning for Variable Action Spaces ICML 2024 In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024 In-Contextual Gender Bias Suppression for Large Language Models EACL 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024 Inference and Verbalization Functions During In-Context Learning EMNLP 2024 InstructEval: Systematic Evaluation of Instruction Selection Methods NAACL 2024 InstructGIE: Towards Generalizable Image Editing ECCV 2024 Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024 Intent Detection in the Age of LLMs EMNLP 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024 Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024 Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability ICLR 2024 Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning EMNLP 2024 Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective ICML 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024 JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models SemEval 2024 JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024 kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024