cdpierse / transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
☆1,316Updated last year
Alternatives and similar repositories for transformers-interpret:
Users that are interested in transformers-interpret are comparing it to the libraries listed below
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆599Updated 2 months ago
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆1,996Updated 5 months ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆779Updated 7 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,211Updated last year
- skweak: A software toolkit for weak supervision applied to NLP tasks☆921Updated 4 months ago
- Active Learning for Text Classification in Python☆604Updated last week
- Collection of papers and resources for data augmentation for NLP.☆827Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆588Updated 11 months ago
- TextAugment: Text Augmentation Library☆410Updated 10 months ago
- Efficient few-shot learning with Sentence Transformers☆2,311Updated this week
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,021Updated last year
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆742Updated 5 months ago
- BERT score for text generation☆1,653Updated 5 months ago
- Data augmentation for NLP☆4,491Updated 6 months ago
- The implementation of DeBERTa☆2,026Updated last year
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,105Updated 4 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,673Updated 5 months ago
- Officially supported AllenNLP models☆534Updated 2 years ago
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,082Updated last week
- Interpretability for sequence generation models 🐛 🔍☆393Updated 2 months ago
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in …☆422Updated 11 months ago
- Github repo with tutorials to fine tune transformers for diff NLP tasks☆831Updated 9 months ago
- Top2Vec learns jointly embedded topic, document and word vectors.☆2,973Updated 2 months ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆711Updated last year
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆613Updated 2 years ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,041Updated 5 months ago
- Longformer: The Long-Document Transformer☆2,072Updated last year
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,631Updated last week
- ☆460Updated 3 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year