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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 11–20 of 50 papers

Title	Date	Tasks	Status	Hype
GECko+: a Grammatical and Discourse Error Correction Tool	Jun 1, 2021	SentenceSentence Ordering	CodeCode Available	1
Deep Attentive Ranking Networks for Learning to Order Sentences	Dec 31, 2019	SentenceSentence Ordering	—Unverified	0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text	Jul 1, 2018	Information RetrievalReading Comprehension	—Unverified	0
Deep Attentive Sentence Ordering Network	Oct 1, 2018	Concept-To-Text GenerationDocument Summarization	—Unverified	0
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks	Apr 30, 2020	BenchmarkingCoherence Evaluation	—Unverified	0
A Simple yet Effective Method for Sentence Ordering	Jul 1, 2021	SentenceSentence Ordering	—Unverified	0
Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization	Sep 23, 2019	Extractive SummarizationSentence	—Unverified	0
BERT-enhanced Relational Sentence Ordering Network	Nov 1, 2020	DecoderSentence	—Unverified	0
Evaluating Text Coherence at Sentence and Paragraph Levels	Jun 5, 2020	Graph Neural NetworkSentence	—Unverified	0
BERT4SO: Neural Sentence Ordering by Fine-tuning BERT	Mar 25, 2021	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