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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	Score
Discourse-Aware Neural Rewards for Coherent Text Generation	May 10, 2018	reinforcement-learningReinforcement Learning	—Unverified	0	0
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues	Feb 12, 2023	SentenceSentence Ordering	—Unverified	0	0
End-to-End Neural Sentence Ordering Using Pointer Network	Nov 15, 2016	SentenceSentence Ordering	—Unverified	0	0
Evaluating Text Coherence at Sentence and Paragraph Levels	Jun 5, 2020	Graph Neural NetworkSentence	—Unverified	0	0
Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions	Nov 1, 2018	Abstractive Text SummarizationAnswer Generation	—Unverified	0	0
InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem?	Mar 28, 2021	Graph Neural NetworkQuestion Answering	—Unverified	0	0
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	0
Learning Sentence Ordering for Opinion Generation of Debate	Jun 1, 2015	Decision MakingSentence	—Unverified	0	0
Neural Sentence Ordering	Jul 23, 2016	Document SummarizationMulti-Document Summarization	—Unverified	0	0
On the Creation of a Corpus for Coherence Evaluation of Discursive Units	May 1, 2020	Coherence EvaluationSentence	—Unverified	0	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