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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 41–50 of 50 papers

Title	Date	Tasks	Status	Hype
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