conftrace_

instruction tuning

923 papers

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Also known as

IT

Co-occurring keywords · papers mentioning both

large language model (481) language model (91) vision-language model (69) multimodal learning (68) zero-shot learning (67) multimodal large language model (62) transfer learning (55) few-shot learning (46) low-resource language (45) in-context learning (42)

Papers

The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023 The Flan Collection: Designing Data and Methods for Effective Instruction Tuning ICML 2023 The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NeurIPS 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests CoNLL 2023 The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023 Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023 Towards LLM-driven Dialogue State Tracking EMNLP 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor ACL 2023 ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations EMNLP 2023 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022 CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 Fine-tuned Language Models are Continual Learners EMNLP 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022 PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022