awesome-text-summarization
Text summarization starting from scratch.
https://github.com/luopeixiang/awesome-text-summarization
Last synced: 26 days ago
JSON representation
Basic Concept
Summary Informativeness evaluation
DataSet
Summary Informativeness evaluation
Evaluation Metrics
Extractive Document summarization
- Rouge: A package for automatic evaluation of summaries
- BLEU: a Method for Automatic Evaluation of Machine Translation
- Automated Summarization Evaluation with Basic Elements
- Evaluating Content Selection in Summarization: The Pyramid Method
- Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings
- Pruning Basic Elements for Better Automatic Evaluation of Summaries
- Evaluating Content Selection in Summarization: The Pyramid Method
- BLEU: a Method for Automatic Evaluation of Machine Translation
- Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings
- Pruning Basic Elements for Better Automatic Evaluation of Summaries
Multi Document Summarization
Extractive Document summarization
- Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion.
- Abstract Meaning Representation for Multi-Document Summarization.
- Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization.
- Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization.
- Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
- Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
Other Resources
Extractive Document summarization
Papers
Abstractive Document summarization
- Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
- Get To The Point: Summarization with Pointer-Generator Networks
- Guiding Generation for Abstractive Text Summarization based on Key Information Guide Network
- Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
- Improving Neural Abstractive Document Summarization with Structural Regularization
- A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
- Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation
- Improving Abstraction in Text Summarization
- Closed-Book Training to Improve Summarization Encoder Memory
- A Deep Reinforced Model for Abstractive Summarization
- Summarization
- Multi-Reward Reinforced Summarization with Saliency and Entailment
- Enriching and Controlling Global Semantics for Text Summarization
- Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation
- Improving Abstraction in Text Summarization
- Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
- Abstractive Document Summarization with a Graph-Based Attentional Neural Model
- Get To The Point: Summarization with Pointer-Generator Networks
- Guiding Generation for Abstractive Text Summarization based on Key Information Guide Network
- Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
- Improving Neural Abstractive Document Summarization with Structural Regularization
- A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
- Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation
- Closed-Book Training to Improve Summarization Encoder Memory
- Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
- Summarization
- Multi-Reward Reinforced Summarization with Saliency and Entailment
Extractive Document summarization
- Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
- TextRank: Bringing Order intoTexts
- Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks
- A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS)
- Neural Latent Extractive Document Summarization
- Bottom-Up Abstractive Summarization
- BANDITSUM: Extractive Summarization as a Contextual Bandit
- A recurrent neural network based sequence model for extractive summarization of documents
- Ranking sentences for extractive summarization with reinforcement learning
- Deep reinforcement learning for extractive document summarization
- Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks
- Neural Latent Extractive Document Summarization
- Ranking sentences for extractive summarization with reinforcement learning
- Deep reinforcement learning for extractive document summarization
Survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Automatic summarization
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
- Recent automatic text summarization techniques:a survey
Sentence Summarization
Extractive Document summarization
- Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
- Faithful to the Original: Fact Aware Neural Abstractive Summarization
- Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
- Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization
- Deep Recurrent Generative Decoder for Abstractive Text Summarization
- A Language Model based Evaluator for Sentence Compression
- Faithful to the Original: Fact Aware Neural Abstractive Summarization
- Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
- Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
- Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization
- Deep Recurrent Generative Decoder for Abstractive Text Summarization
- A Language Model based Evaluator for Sentence Compression