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Sentence Summarization

Generating a summary of a given sentence.

Papers

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Showing 1–44 of 44 papers

TitleStatusHype
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and BeyondCode1
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence SummarizationCode1
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level ExtractionCode1
Learning Non-Autoregressive Models from Search for Unsupervised Sentence SummarizationCode1
All Word Embeddings from One EmbeddingCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle—0
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks—0
ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization—0
A multi-task learning model for malware classification with useful file access pattern from API call sequence—0
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation—0
Abstractive Document Summarization with a Graph-Based Attentional Neural Model—0
Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization—0
Knowledge and Keywords Augmented Abstractive Sentence Summarization—0
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization—0
Minimum Divergence vs. Maximum Margin: an Empirical Comparison on Seq2Seq Models—0
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images—0
Multimodal Sentence Summarization via Multimodal Selective Encoding—0
Multi-Source Pointer Network for Product Title Summarization—0
Online Segment to Segment Neural Transduction—0
Quality of syntactic implication of RL-based sentence summarization—0
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation—0
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization—0
Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization—0
Unsupervised Text Summarization via Mixed Model Back-Translation—0
Dense Video Captioning using Graph-based Sentence Summarization—0
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization—0
Extract, Select and Rewrite: A New Modular Summarization Method—0
Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing—0
Improving Neural Abstractive Document Summarization with Structural Regularization—0
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages—0
Contrastive Attention Mechanism for Abstractive Sentence SummarizationCode0
CoNFET: An English Sentence to Emojis Translation AlgorithmCode0
Data-driven Summarization of Scientific ArticlesCode0
Positional Encoding to Control Output Sequence LengthCode0
A Regularized Framework for Sparse and Structured Neural AttentionCode0
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence SummarizationCode0
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and AttentionCode0
A Neural Attention Model for Abstractive Sentence SummarizationCode0
Simple Unsupervised Summarization by Contextual MatchingCode0
Unsupervised Abstractive Sentence Summarization using Length Controlled Variational AutoencoderCode0
Selective Encoding for Abstractive Sentence SummarizationCode0
Online and Linear-Time Attention by Enforcing Monotonic AlignmentsCode0
Sequential Copying NetworksCode0
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