allenai / bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
☆1,532Updated last year
Alternatives and similar repositories for bi-att-flow:
Users that are interested in bi-att-flow are comparing it to the libraries listed below
- A Tensorflow implementation of QANet for machine reading comprehension☆982Updated 6 years ago
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,620Updated last year
- Tensorflow Implementation of R-Net☆579Updated 6 years ago
- InferSent sentence embeddings☆2,285Updated 3 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,180Updated 2 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆963Updated 6 years ago
- Keras implementation of BERT with pre-trained weights☆814Updated 5 years ago
- Empower Sequence Labeling with Task-Aware Language Model☆845Updated 2 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆828Updated 3 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,120Updated 2 years ago
- Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.☆1,477Updated 2 years ago
- A python tool for evaluating the quality of sentence embeddings.☆2,091Updated 9 months ago
- Named Entity Recognition (LSTM + CRF) - Tensorflow☆1,946Updated 4 years ago
- A text generation benchmarking platform☆864Updated 3 years ago
- ☆435Updated 11 months ago
- Semantic Text Similarity Dataset Hub☆718Updated 6 years ago
- A list of datasets/corpora for NLP tasks, in reverse chronological order.☆921Updated 5 years ago
- A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.☆401Updated 2 years ago
- Pre-trained ELMo Representations for Many Languages☆1,461Updated 3 years ago
- Open-Source Neural Machine Translation in Tensorflow☆797Updated 2 years ago
- Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.☆1,704Updated last year
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,892Updated 2 years ago
- Named Entity Recognition Tool☆1,161Updated 5 years ago
- The Natural Language Decathlon: A Multitask Challenge for NLP☆2,347Updated last year
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,072Updated 3 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,413Updated last year
- sentence embedding by Smooth Inverse Frequency weighting scheme☆1,086Updated 5 years ago
- Unsupervised Word Segmentation for Neural Machine Translation and Text Generation☆2,213Updated 5 months ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,898Updated last year
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆637Updated 2 years ago