SOTAVerified

Referring expression generation

Generate referring expressions

Papers

Showing 5184 of 84 papers

TitleStatusHype
Generating Texts with Integer Linear Programming0
An Incremental Iterated Response Model of Pragmatics0
Meteorologists and Students: A resource for language grounding of geographical descriptors0
NeuralREG: An end-to-end approach to referring expression generationCode0
Reference production in human-computer interaction: Issues for Corpus-based Referring Expression Generation0
Referring Expression Generation in time-constrained communication0
A Predictive Model for Notional Anaphora in English0
Semi-automatic definite description annotation: a first report0
Referring Expression Generation and Comprehension via Attributes0
Refer-iTTS: A System for Referring in Spoken Installments to Objects in Real-World Images0
Improving the generation of personalised descriptions0
Referring Expression Generation under Uncertainty: Algorithm and Evaluation Framework0
G-TUNA: a corpus of referring expressions in German, including duration information0
The WebNLG Challenge: Generating Text from RDF Data0
Exploring the Behavior of Classic REG Algorithms in the Description of Characters in 3D Images0
Obtaining referential word meanings from visual and distributional information: Experiments on object naming0
Creating Training Corpora for NLG Micro-Planners0
Squib: Effects of Cognitive Effort on the Resolution of Overspecified Descriptions0
Trainable Referring Expression Generation using Overspecification Preferences0
Building Multimodal Simulations for Natural Language0
An Empirical Approach for Modeling Fuzzy Geographical Descriptors0
Comprehension-guided referring expressions0
On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data0
Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs0
Modeling Context in Referring ExpressionsCode1
The Methodius Corpus of Rhetorical Discourse Structures and Generated Texts0
Towards Situated Dialogue: Revisiting Referring Expression Generation0
Learning Distributions over Logical Forms for Referring Expression Generation0
Justifying Corpus-Based Choices in Referring Expression Generation0
Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures0
Gera \~ao de Express\~oes de Refer\^encia usando Rela \~oes Espaciais (Referring Expression Generation Using Spatial Relations) [in Portuguese]0
On The Feasibility of Open Domain Referring Expression Generation Using Large Scale Folksonomies0
SemScribe: Natural Language Generation for Medical Reports0
Learning Preferences for Referring Expression Generation: Effects of Domain, Language and Algorithm0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ColonGPT (w/ LoRA, w/o extra data)Accuray99.96Unverified
2LLaVA-v1.5 (w/ LoRA, w/ extra data)Accuray99.32Unverified
3LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)Accuray99.3Unverified
4MGM-2B (w/o LoRA, w/ extra data)Accuray98.75Unverified
5LLaVA-v1.5 (w/ LoRA, w/o extra data)Accuray98.58Unverified
6MGM-2B (w/o LoRA, w/o extra data)Accuray98.17Unverified
7MobileVLM-1.7B (w/ LoRA, w/ extra data)Accuray97.87Unverified
8MobileVLM-1.7B (w/o LoRA, w/ extra data)Accuray97.78Unverified
9LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)Accuray97.74Unverified
10LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)Accuray97.35Unverified
#ModelMetricClaimedVerifiedStatus
1LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)Accuray70Unverified
2LLaVA-v1 (w/ LoRA, w/ extra data)Accuray46.85Unverified