georgian-io / Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
☆602Updated 3 months ago
Alternatives and similar repositories for Multimodal-Toolkit:
Users that are interested in Multimodal-Toolkit are comparing it to the libraries listed below
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,325Updated last year
- Active Learning for Text Classification in Python☆605Updated 3 weeks ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,217Updated 2 weeks ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆86Updated last year
- Collection of papers and resources for data augmentation for NLP.☆830Updated 2 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆923Updated 5 months ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆381Updated last year
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆328Updated last year
- TextAugment: Text Augmentation Library☆414Updated last year
- Autoregressive Entity Retrieval☆781Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆780Updated 9 months ago
- Compute Sentence Embeddings Fast!☆619Updated last year
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆257Updated 3 months ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆725Updated 2 years ago
- Github repo with tutorials to fine tune transformers for diff NLP tasks☆836Updated 10 months ago
- A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainabl…☆339Updated last month
- docTTTTTquery document expansion model☆361Updated last year
- ☆344Updated 3 years ago
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,113Updated 5 months ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆293Updated 2 years ago
- Paper List for Contrastive Learning for Natural Language Processing☆552Updated last year
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆747Updated 6 months ago
- PyTorch deep learning models for document classification☆593Updated last year
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆612Updated 2 years ago
- Neural information retrieval / Semantic search / Bi-encoders☆169Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆347Updated last year
- Code for using and evaluating SpanBERT.☆895Updated last year
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 4 months ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆603Updated 2 years ago
- A Collection of BM25 Algorithms in Python☆1,107Updated 4 months ago