NainiShah / News-Headline-GenerationLinks
Our goal is to implement text summarization by generating headline for a news body using recurrent neural networks. We attempt to reproduce the results in the paper: https://arxiv.org/pdf/1512.01712.pdf
☆32Updated 7 years ago
Alternatives and similar repositories for News-Headline-Generation
Users that are interested in News-Headline-Generation are comparing it to the libraries listed below
Sorting:
- Generates headline given a text of data☆22Updated 8 years ago
- This repository uses pretrain BERT embeddings for transfer learning in QA domain☆29Updated 6 years ago
- DAANet: Dual Ask-Answer Network for Machine Reading Comprehension☆144Updated 6 years ago
- Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into n…☆187Updated 6 years ago
- It is a question-generator model. It takes text and an answer as input and outputs a question.☆170Updated 7 years ago
- A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.☆82Updated 7 years ago
- News summarization using sequence to sequence model with attention in TensorFlow.☆189Updated 7 years ago
- Transfer Learning for NLP Tasks☆55Updated 6 years ago
- Text Classification by Convolutional Neural Network in Keras☆219Updated 7 years ago
- A Mention-Ranking Model for Abstract Anaphora Resolution☆23Updated 7 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆158Updated 6 years ago
- Load GPT-2 checkpoint and generate texts☆127Updated 3 years ago
- A seq2seq model that can generate summaries from fine food reviews on Amazon.☆233Updated 8 years ago
- Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews☆132Updated 7 years ago
- Given a Wikipedia article, generate N "good" questions and answer N questions.☆15Updated 8 years ago
- Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.☆96Updated 3 years ago
- Identify Events from text using Natural Language Processing Modules☆33Updated 8 years ago
- Example showing generalisation☆69Updated 5 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated last year
- Document Similarity using Word2Vec☆102Updated 3 years ago
- A simple website demonstrating TextRank's extractive summarization capability.☆55Updated 4 years ago
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Updated 8 years ago
- ☆24Updated 7 years ago
- Sentiment Analysis: Deep Bi-LSTM+attention model☆44Updated 3 years ago
- Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in …☆129Updated 6 years ago
- Awesome-Text-Classification Projects,Papers,Tutorial .☆172Updated 7 years ago
- Aspect-Based Sentiment Analysis Experiments☆133Updated 7 years ago
- Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction☆64Updated 7 years ago
- Train and visualize Hierarchical Attention Networks☆203Updated 7 years ago
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆67Updated 8 years ago