自然语言处理顶会 2019年文本摘要 所有论文合集
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ACL会议：
A Modular Tool for Automatic Summarization
A Simple Theoretical Model of Importance for Summarization
Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization
Global Optimization under Length Constraint for Neural Text Summarization
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
Hierarchical Transformers for Multi-Document Summarization
HighRES: Highlight-based Reference-less Evaluation of Summarization
Improving Abstractive Document Summarization with Salient Information Modeling
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization
Inducing Document Structure for Aspect-based Summarization
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model
Multimodal Abstractive Summarization for How2 Videos
Not All Reviews Are Equal: Towards Addressing Reviewer Biases for Opinion Summarization
On the Summarization of Consumer Health Questions
STRASS- A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings
Scoring Sentence Singletons and Pairs for Abstractive Summarization
Searching for Effective Neural Extractive Summarization: What Works and What’s Next
Self-Supervised Learning for Contextualized Extractive Summarization
Sentence Centrality Revisited for Unsupervised Summarization
Simple Unsupervised Summarization by Contextual Matching
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and AttentionEMNLP 会议：
A Summarization System for Scientific Documents
Abstract Text Summarization: A Low Resource Challenge
An Entity-Driven Framework for Abstractive Summarization
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Attention Optimization for Abstractive Document Summarization
Attribute-aware Sequence Network for Review Summarization
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle
Concept Pointer Network for Abstractive Summarization
Contrastive Attention Mechanism for Abstractive Sentence Summarization
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses
Cross-Task Knowledge Transfer for Query-Based Text Summarization
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization
Extractive Summarization of Long Documents by Combining Global and Local Context
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator
NCLS: Neural Cross-Lingual Summarization
Neural Extractive Text Summarization with Syntactic Compression
Neural Text Summarization: A Critical Evaluation
Reading Like HER: Human Reading Inspired Extractive Summarization
Subtopic-driven Multi-Document Summarization
Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization
Text Summarization with Pretrained Encoders
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization
Transformer-based Model for Single Documents Neural Summarization -
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