in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

Towards Concept-Aware Large Language Models EMNLP 2023

LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023

TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023

NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023

Is GPT-4 a Good Data Analyst? EMNLP 2023

Modular Visual Question Answering via Code Generation ACL 2023

MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023

Unified Demonstration Retriever for In-Context Learning ACL 2023

Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023

Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023

Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023

Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA EMNLP 2023

GPT-RE: In-context Learning for Relation Extraction using Large Language Models EMNLP 2023

Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment EMNLP 2023

INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023

Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023

Characterizing Mechanisms for Factual Recall in Language Models EMNLP 2023

LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023

Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023

SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA EMNLP 2023

Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023

impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023

PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023