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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 21–30 of 50 papers

Title	Date	Tasks	Status	Hype	Score
Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences?	Jun 12, 2025	SentenceSentence Ordering	CodeCode Available	0	5
Local and Global Context-Based Pairwise Models for Sentence Ordering	Oct 8, 2021	SentenceSentence Ordering	CodeCode Available	0	5
Pruned Graph Neural Network for Short Story Ordering	Mar 13, 2022	Graph Neural NetworkSentence	—Unverified	0	0
Sentence Ordering in Electronic Navigational Chart Companion Text Generation	Sep 1, 2015	Coreference ResolutionSentence	—Unverified	0	0
Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction	Jun 8, 2022	Combinatorial OptimizationRelational Reasoning	—Unverified	0	0
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information	Nov 1, 2019	DecoderSentence	—Unverified	0	0
Towards Coherent Multi-Document Summarization	Jun 1, 2013	Document Summarizationgraph construction	—Unverified	0	0
Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization	Sep 23, 2019	Extractive SummarizationSentence	—Unverified	0	0
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering	Aug 24, 2021	Document SummarizationLanguage Modeling	—Unverified	0	0
An entity-driven recursive neural network model for chinese discourse coherence modeling	Apr 14, 2017	Coherence EvaluationFeature Engineering	—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