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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

In-context Examples Selection for Machine Translation ACL 2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning ACL 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023
In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023
IDAS: Intent Discovery with Abstractive Summarization ACL 2023
Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning EMNLP 2023
Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NIPS 2023
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text NIPS 2023
Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023
Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023
Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023
Answering Ambiguous Questions via Iterative Prompting ACL 2023
Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023
HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation ACL 2023
Prompting PaLM for Translation: Assessing Strategies and Performance ACL 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
Empowering Conversational Agents using Semantic In-Context Learning ACL 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
From Chaos to Clarity: Claim Normalization to Empower Fact-Checking EMNLP 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023
Finding Support Examples for In-Context Learning EMNLP 2023