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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

Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning NIPS 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022
What Can Transformers Learn In-Context? A Case Study of Simple Function Classes NIPS 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
MetaICL: Learning to Learn In Context NAACL 2022
Learning To Retrieve Prompts for In-Context Learning NAACL 2022
Meta-learning via Language Model In-context Tuning ACL 2022
Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL 2022
Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022
Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
What Makes Good In-Context Examples for GPT-3? ACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022