← Keywords

in-context learning

1369 papers

Explore in graph

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

Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023
Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023
Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CONLL 2023
Humans and language models diverge when predicting repeating text CONLL 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models AACL 2023
Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023
In-Context Learning Creates Task Vectors EMNLP 2023
Which is better? Exploring Prompting Strategy For LLM-based Metrics AACL 2023
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection NIPS 2023
Exploring Diverse In-Context Configurations for Image Captioning NIPS 2023
ThinkSum: Probabilistic reasoning over sets using large language models ACL 2023
Learning In-context Learning for Named Entity Recognition ACL 2023
Training Trajectories of Language Models Across Scales ACL 2023
Mitigating Label Biases for In-context Learning ACL 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation ACL 2023
Towards In-context Scene Understanding NIPS 2023
QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism ACL 2023
Text Classification via Large Language Models EMNLP 2023
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023
Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
In-Context Learning Unlocked for Diffusion Models NIPS 2023