ethanjperez / true_few_shotLinks
Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)
☆145Updated 3 years ago
Alternatives and similar repositories for true_few_shot
Users that are interested in true_few_shot are comparing it to the libraries listed below
Sorting:
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆167Updated 2 years ago
- ☆117Updated 3 years ago
- ☆67Updated 3 years ago
- Few-shot NLP benchmark for unified, rigorous eval☆92Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆61Updated 2 years ago
- This repository contains the code for "How many data points is a prompt worth?"☆48Updated 4 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆52Updated 4 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆69Updated 3 years ago
- The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".☆71Updated last year
- [ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling☆72Updated 2 years ago
- Codes for NAACL 2021 Paper "Unsupervised Multi-hop Question Answering by Question Generation"☆92Updated 2 years ago
- Code for WikiAsp: Multi-document aspect-based summarization.☆41Updated 4 years ago
- Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. ht…☆83Updated 4 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 3 years ago
- The accompanying code for "Injecting Numerical Reasoning Skills into Language Models" (Mor Geva*, Ankit Gupta* and Jonathan Berant, ACL 2…☆89Updated last year
- Uncertainty-aware Self-training☆121Updated last year
- ☆34Updated 3 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆50Updated 4 years ago
- A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning☆141Updated last year
- Code for NAACL 2021 full paper "Efficient Attentions for Long Document Summarization"☆67Updated 4 years ago
- ☆88Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆153Updated 3 years ago
- ☆68Updated 5 months ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Updated 3 years ago
- Zero-shot dialogue state tracking (DST)☆82Updated 3 years ago
- Meta-learning for NLP☆50Updated 4 years ago
- Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".☆65Updated 4 years ago
- Source code for ICLR 2021 paper : Pre-training Text-to-Text Transformers for Concept-Centric Common Sense☆27Updated 4 years ago
- Code from the paper "What do Models Learn from Question Answering Datasets?" (EMNLP 2020)☆55Updated 4 years ago