tonyzhaozh / few-shot-learningLinks
Few-shot Learning of GPT-3
☆351Updated last year
Alternatives and similar repositories for few-shot-learning
Users that are interested in few-shot-learning are comparing it to the libraries listed below
Sorting:
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆730Updated 2 years ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆264Updated 2 years ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆463Updated 2 years ago
- ☆345Updated 3 years ago
- PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…☆273Updated 2 years ago
- ☆291Updated 2 years ago
- Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"☆166Updated 3 years ago
- Fusion-in-Decoder☆570Updated last year
- Adversarial Natural Language Inference Benchmark☆393Updated 3 years ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆451Updated last year
- MEND: Fast Model Editing at Scale☆245Updated last year
- BARTScore: Evaluating Generated Text as Text Generation☆350Updated 2 years ago
- Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.☆180Updated 2 years ago
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆298Updated last month
- UnifiedQA: Crossing Format Boundaries With a Single QA System☆437Updated 3 years ago
- Interpretable Evaluation for AI Systems☆367Updated 2 years ago
- ☆319Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆604Updated 2 years ago
- ☆183Updated 2 years ago
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆623Updated 9 months ago
- ☆175Updated 10 months ago
- Scalable training for dense retrieval models.☆292Updated 3 months ago
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆681Updated 2 months ago
- A library for finding knowledge neurons in pretrained transformer models.☆157Updated 3 years ago
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆288Updated 2 years ago
- code associated with ACL 2021 DExperts paper☆115Updated 2 years ago
- Expanding natural instructions☆998Updated last year
- Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.☆291Updated 10 months ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆249Updated 2 years ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆930Updated last year