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.
☆1,535Updated 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
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,619Updated 2 years ago
- A Tensorflow implementation of QANet for machine reading comprehension☆981Updated 6 years ago
- Tensorflow Implementation of R-Net☆577Updated 6 years ago
- InferSent sentence embeddings☆2,285Updated 3 years ago
- Pre-trained ELMo Representations for Many Languages☆1,461Updated 3 years ago
- Empower Sequence Labeling with Task-Aware Language Model☆846Updated 2 years ago
- Unsupervised Word Segmentation for Neural Machine Translation and Text Generation☆2,227Updated 7 months ago
- Keras implementation of BERT with pre-trained weights☆814Updated 5 years ago
- A list of datasets/corpora for NLP tasks, in reverse chronological order.☆923Updated 5 years ago
- A text generation benchmarking platform☆863Updated 3 years ago
- Open-Source Neural Machine Translation in Tensorflow☆797Updated 2 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆829Updated 3 years ago
- Named Entity Recognition Tool☆1,162Updated 5 years ago
- A python tool for evaluating the quality of sentence embeddings.☆2,100Updated last year
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆962Updated 6 years ago
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,074Updated 3 years ago
- Semantic Text Similarity Dataset Hub☆719Updated 6 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,117Updated 2 years ago
- A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.☆400Updated 2 years ago
- Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)☆651Updated 4 years ago
- ☆832Updated 7 years ago
- ☆434Updated last year
- Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.☆1,481Updated 2 years ago
- General purpose unsupervised sentence representations☆1,200Updated 2 years ago
- Named Entity Recognition (LSTM + CRF) - Tensorflow☆1,944Updated 4 years ago
- Resources, datasets, papers on Question Answering☆675Updated 2 years ago
- The Natural Language Decathlon: A Multitask Challenge for NLP☆2,347Updated last year
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,188Updated 2 years ago
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,895Updated 2 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆539Updated 6 years ago