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