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Referring expression generation

Generate referring expressions

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–40 of 84 papers

Title	Date	Tasks	Status	Hype	Score
Creating Training Corpora for NLG Micro-Planners	Jul 1, 2017	Data-to-Text GenerationReferring Expression	—Unverified	0	0
Assessing Neural Referential Form Selectors on a Realistic Multilingual Dataset	Oct 10, 2022	FormReferring Expression	—Unverified	0	0
Generating Texts with Integer Linear Programming	Oct 31, 2018	Concept-To-Text GenerationReferring Expression	—Unverified	0	0
Generating Quantified Referring Expressions through Attention-Driven Incremental Perception	Dec 1, 2020	Referring ExpressionReferring expression generation	—Unverified	0	0
CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation	Dec 1, 2020	ObjectReferring Expression	—Unverified	0	0
Fuzzy Logic for Vagueness Management in Referring Expression Generation	Sep 1, 2020	ManagementReferring Expression	—Unverified	0	0
Comprehension-guided referring expressions	Jan 12, 2017	Referring ExpressionReferring expression generation	—Unverified	0	0
A Predictive Model for Notional Anaphora in English	Apr 19, 2018	coreference-resolutionCoreference Resolution	—Unverified	0	0
Adapting Descriptions of People to the Point of View of a Moving Observer	Nov 1, 2018	PositionReferring Expression	—Unverified	0	0
Exploring the Behavior of Classic REG Algorithms in the Description of Characters in 3D Images	Sep 1, 2017	Image DescriptionReferring Expression	—Unverified	0	0

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All datasets ColonINST-v1 (Seen)ColonINST-v1 (Unseen)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ColonGPT (w/ LoRA, w/o extra data)	Accuray	99.96	—	Unverified
2	LLaVA-v1.5 (w/ LoRA, w/ extra data)	Accuray	99.32	—	Unverified
3	LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)	Accuray	99.3	—	Unverified
4	MGM-2B (w/o LoRA, w/ extra data)	Accuray	98.75	—	Unverified
5	LLaVA-v1.5 (w/ LoRA, w/o extra data)	Accuray	98.58	—	Unverified
6	MGM-2B (w/o LoRA, w/o extra data)	Accuray	98.17	—	Unverified
7	MobileVLM-1.7B (w/ LoRA, w/ extra data)	Accuray	97.87	—	Unverified
8	MobileVLM-1.7B (w/o LoRA, w/ extra data)	Accuray	97.78	—	Unverified
9	LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)	Accuray	97.74	—	Unverified
10	LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)	Accuray	97.35	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)	Accuray	70	—	Unverified
2	LLaVA-v1 (w/ LoRA, w/ extra data)	Accuray	46.85	—	Unverified