HHousen / TransformerSumLinks
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
☆438Updated 2 months ago
Alternatives and similar repositories for TransformerSum
Users that are interested in TransformerSum are comparing it to the libraries listed below
Sorting:
- A repo to explore different NLP tasks which can be solved using T5☆172Updated 4 years ago
- ☆345Updated 4 years ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆390Updated 2 years ago
- Paraphrase any question with T5 (Text-To-Text Transfer Transformer) - Pretrained model and training script provided☆185Updated 2 years ago
- Code for ACL 2020 paper: "Extractive Summarization as Text Matching"☆522Updated 3 years ago
- Officially supported AllenNLP models☆549Updated 2 years ago
- Text2Text Language Modeling Toolkit☆301Updated 7 months ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆605Updated 3 years ago
- A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.☆156Updated 2 years ago
- Summarization Task using Bart and T5 models.☆171Updated 5 years ago
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆378Updated 2 years ago
- Tutorial for first time BERT users,☆103Updated 2 years ago
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆310Updated 5 years ago
- [ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction☆309Updated 2 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated 2 years ago
- SummVis is an interactive visualization tool for text summarization.☆253Updated 3 years ago
- An NLP system for generating reading comprehension questions☆291Updated last year
- A paraphrase generator built using the T5 model which produces paraphrased English sentences.☆314Updated 2 weeks ago
- An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo☆278Updated last year
- This dataset contains synthetic training data for grammatical error correction. The corpus is generated by corrupting clean sentences fro…☆161Updated 10 months ago
- an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.☆219Updated 4 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
- A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)☆132Updated last year
- Autoregressive Entity Retrieval☆795Updated 2 years ago
- UnifiedQA: Crossing Format Boundaries With a Single QA System☆441Updated 3 years ago
- simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.☆397Updated 2 years ago
- multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.☆372Updated 2 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆533Updated 3 years ago
- Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper☆401Updated last year
- Large-scale multi-document summarization dataset and code☆284Updated 2 years ago