SOTAVerified

Referring expression generation

Generate referring expressions

Papers

Showing 51–84 of 84 papers

TitleStatusHype
Generating Texts with Integer Linear Programming—0
An Incremental Iterated Response Model of Pragmatics—0
Meteorologists and Students: A resource for language grounding of geographical descriptors—0
NeuralREG: An end-to-end approach to referring expression generationCode0
Reference production in human-computer interaction: Issues for Corpus-based Referring Expression Generation—0
Referring Expression Generation in time-constrained communication—0
A Predictive Model for Notional Anaphora in English—0
Semi-automatic definite description annotation: a first report—0
Referring Expression Generation and Comprehension via Attributes—0
Refer-iTTS: A System for Referring in Spoken Installments to Objects in Real-World Images—0
Improving the generation of personalised descriptions—0
Referring Expression Generation under Uncertainty: Algorithm and Evaluation Framework—0
G-TUNA: a corpus of referring expressions in German, including duration information—0
The WebNLG Challenge: Generating Text from RDF Data—0
Exploring the Behavior of Classic REG Algorithms in the Description of Characters in 3D Images—0
Obtaining referential word meanings from visual and distributional information: Experiments on object naming—0
Creating Training Corpora for NLG Micro-Planners—0
Squib: Effects of Cognitive Effort on the Resolution of Overspecified Descriptions—0
Trainable Referring Expression Generation using Overspecification Preferences—0
Building Multimodal Simulations for Natural Language—0
An Empirical Approach for Modeling Fuzzy Geographical Descriptors—0
Comprehension-guided referring expressions—0
On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data—0
Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs—0
Modeling Context in Referring ExpressionsCode1
The Methodius Corpus of Rhetorical Discourse Structures and Generated Texts—0
Towards Situated Dialogue: Revisiting Referring Expression Generation—0
Learning Distributions over Logical Forms for Referring Expression Generation—0
Justifying Corpus-Based Choices in Referring Expression Generation—0
Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures—0
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 Folksonomies—0
SemScribe: Natural Language Generation for Medical Reports—0
Learning Preferences for Referring Expression Generation: Effects of Domain, Language and Algorithm—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ColonGPT (w/ LoRA, w/o extra data)Accuray99.96—Unverified
2LLaVA-v1.5 (w/ LoRA, w/ extra data)Accuray99.32—Unverified
3LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)Accuray99.3—Unverified
4MGM-2B (w/o LoRA, w/ extra data)Accuray98.75—Unverified
5LLaVA-v1.5 (w/ LoRA, w/o extra data)Accuray98.58—Unverified
6MGM-2B (w/o LoRA, w/o extra data)Accuray98.17—Unverified
7MobileVLM-1.7B (w/ LoRA, w/ extra data)Accuray97.87—Unverified
8MobileVLM-1.7B (w/o LoRA, w/ extra data)Accuray97.78—Unverified
9LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)Accuray97.74—Unverified
10LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)Accuray97.35—Unverified
#ModelMetricClaimedVerifiedStatus
1LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)Accuray70—Unverified
2LLaVA-v1 (w/ LoRA, w/ extra data)Accuray46.85—Unverified