Sentence Ordering

Sentence ordering task deals with finding the correct order of sentences given a randomly ordered paragraph.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 50 papers

Title	Date	Tasks	Status	Hype
BERT-enhanced Relational Sentence Ordering Network	Nov 1, 2020	DecoderSentence	—Unverified	0
On Losses for Modern Language Models	Oct 4, 2020	Language ModellingPrediction	CodeCode Available	1
基于子词级别词向量和指针网络的朝鲜语句子排序(Korean Sentence Ordering Based on Sub Word Level Word Vector and Pointer Network)	Oct 1, 2020	SentenceSentence Ordering	—Unverified	0
Evaluating Text Coherence at Sentence and Paragraph Levels	Jun 5, 2020	Graph Neural NetworkSentence	—Unverified	0
On the Creation of a Corpus for Coherence Evaluation of Discursive Units	May 1, 2020	Coherence EvaluationSentence	—Unverified	0
Topological Sort for Sentence Ordering	May 1, 2020	SentenceSentence Ordering	CodeCode Available	1
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks	Apr 30, 2020	BenchmarkingCoherence Evaluation	—Unverified	0
Deep Attentive Ranking Networks for Learning to Order Sentences	Dec 31, 2019	SentenceSentence Ordering	—Unverified	0
Graph-based Neural Sentence Ordering	Dec 16, 2019	SentenceSentence Ordering	CodeCode Available	0
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information	Nov 1, 2019	DecoderSentence	—Unverified	0
Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization	Sep 23, 2019	Extractive SummarizationSentence	—Unverified	0
Partially Shuffling the Training Data to Improve Language Models	Mar 11, 2019	Language ModelingLanguage Modelling	CodeCode Available	0
Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions	Nov 1, 2018	Abstractive Text SummarizationAnswer Generation	—Unverified	0
Deep Attentive Sentence Ordering Network	Oct 1, 2018	Concept-To-Text GenerationDocument Summarization	—Unverified	0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text	Jul 1, 2018	Information RetrievalReading Comprehension	—Unverified	0
Discourse-Aware Neural Rewards for Coherent Text Generation	May 10, 2018	reinforcement-learningReinforcement Learning	—Unverified	0
Text Coherence Analysis Based on Deep Neural Network	Oct 21, 2017	SentenceSentence Ordering	CodeCode Available	0
An entity-driven recursive neural network model for chinese discourse coherence modeling	Apr 14, 2017	Coherence EvaluationFeature Engineering	—Unverified	0
End-to-End Neural Sentence Ordering Using Pointer Network	Nov 15, 2016	SentenceSentence Ordering	—Unverified	0
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks	Nov 8, 2016	ArticlesSentence	CodeCode Available	1
Neural Sentence Ordering	Jul 23, 2016	Document SummarizationMulti-Document Summarization	—Unverified	0
Sentence Ordering in Electronic Navigational Chart Companion Text Generation	Sep 1, 2015	Coreference ResolutionSentence	—Unverified	0
Learning Sentence Ordering for Opinion Generation of Debate	Jun 1, 2015	Decision MakingSentence	—Unverified	0
Towards Coherent Multi-Document Summarization	Jun 1, 2013	Document Summarizationgraph construction	—Unverified	0
Automatic sentence classifier using sentence ordering features for Event Based Medicine: Shared task system description	Dec 1, 2012	SentenceSentence Ordering	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GPT-4-Turbo	Accuracy	0.57	—	Unverified
2	GPT-4	Accuracy	0.55	—	Unverified
3	GPT-3.5-Turbo	Accuracy	0.38	—	Unverified
4	Llama-3-8B-Instruct	Accuracy	0.35	—	Unverified
5	Mistral-7B-Instruct-v0.2	Accuracy	0.32	—	Unverified
6	Mistral-7B-v0.2	Accuracy	0.26	—	Unverified
7	Mistral-7B-v0.1	Accuracy	0.26	—	Unverified
8	Llama-3-8B	Accuracy	0.24	—	Unverified
9	Zephyr-7B-Alpha	Accuracy	0.23	—	Unverified
10	Yi-6B-Chat	Accuracy	0.21	—	Unverified