georgian-io / Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
☆599Updated 2 months ago
Alternatives and similar repositories for Multimodal-Toolkit:
Users that are interested in Multimodal-Toolkit are comparing it to the libraries listed below
- 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
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,316Updated last year
- Collection of papers and resources for data augmentation for NLP.☆827Updated 2 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year
- TextAugment: Text Augmentation Library☆410Updated 10 months ago
- Github repo with tutorials to fine tune transformers for diff NLP tasks☆831Updated 9 months ago
- Compute Sentence Embeddings Fast!☆618Updated last year
- Active Learning for Text Classification in Python☆604Updated last week
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆529Updated 3 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆742Updated 5 months ago
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,105Updated 4 months ago
- Autoregressive Entity Retrieval☆775Updated last year
- ☆344Updated 3 years ago
- BERT score for text generation☆1,653Updated 5 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
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆722Updated 2 years ago
- Code and source for paper ``How to Fine-Tune BERT for Text Classification?``☆625Updated 3 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆921Updated 4 months ago
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆429Updated this week
- Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classif…☆306Updated 4 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆293Updated 2 years ago
- A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainabl…☆338Updated this week
- Paper List for Contrastive Learning for Natural Language Processing☆548Updated last year
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆381Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆325Updated last year
- Interpretable Evaluation for AI Systems☆361Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆779Updated 7 months ago
- Officially supported AllenNLP models☆534Updated 2 years ago
- Transformers for Longer Sequences☆585Updated 2 years ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆255Updated 2 months ago