facebookresearch / SentAugmentLinks
SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.
☆361Updated 3 years ago
Alternatives and similar repositories for SentAugment
Users that are interested in SentAugment are comparing it to the libraries listed below
Sorting:
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆219Updated 2 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆137Updated 2 years ago
- New dataset☆311Updated 4 years ago
- Unsupervised Question answering via Cloze Translation☆218Updated 3 years ago
- Interpretable Evaluation for (Almost) All NLP Tasks☆195Updated 3 months ago
- ☆345Updated 4 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆265Updated 4 years ago
- Python code for various NLP metrics☆169Updated 6 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆379Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Updated 3 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆229Updated 2 years ago
- SummVis is an interactive visualization tool for text summarization.☆253Updated 3 years ago
- Neural Text Generation with Unlikelihood Training☆310Updated 4 years ago
- A library to conduct ranking experiments with transformers.☆160Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆470Updated 3 years ago
- ☆220Updated 5 years ago
- Pre-Trained Models for ToD-BERT☆294Updated 2 years ago
- Adversarial Natural Language Inference Benchmark☆396Updated 3 years ago
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆181Updated 4 years ago
- Scripts and links to recreate the ELI5 dataset.☆326Updated 4 years ago
- An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)☆448Updated last week
- ☆324Updated 3 years ago
- This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, an…☆561Updated 3 years ago
- Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs☆106Updated 3 years ago
- DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue☆286Updated 2 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆200Updated 5 years ago
- Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)☆228Updated 4 years ago
- Create interactive textual heat maps for Jupiter notebooks☆196Updated last year
- With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduc…☆133Updated 2 years ago