conftrace_

instruction tuning

838 papers

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IT

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large language model (13587) language model (4599) multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) vision-language model (2348) low-resource language (2273) few-shot learning (3398) in-context learning (1405) multimodal large language model (966)

Papers

Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation EMNLP 2023
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
Fine-tuned Language Models are Continual Learners EMNLP 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NIPS 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022