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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 1–10 of 50 papers

Title	Date	Tasks	Status	Hype
Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences?	Jun 12, 2025	SentenceSentence Ordering	CodeCode Available	0
OrderSum: Semantic Sentence Ordering for Extractive Summarization	Feb 22, 2025	Extractive SummarizationSentence	CodeCode Available	0
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning	May 13, 2024	Articles	CodeCode Available	0
Are Large Language Models Temporally Grounded?	Nov 14, 2023	Common Sense ReasoningIn-Context Learning	CodeCode Available	1
Non-Autoregressive Sentence Ordering	Oct 19, 2023	DecoderSentence	CodeCode Available	0
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction	Oct 17, 2023	Entity LinkingKey Information Extraction	CodeCode Available	1
Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic Models	Mar 20, 2023	Graph Neural NetworkSentence	CodeCode Available	1
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues	Feb 12, 2023	SentenceSentence Ordering	—Unverified	0
Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction	Jun 8, 2022	Combinatorial OptimizationRelational Reasoning	—Unverified	0
Pruned Graph Neural Network for Short Story Ordering	Mar 13, 2022	Graph Neural NetworkSentence	—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