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Grounded language learning

Acquire the meaning of language in situated environments.

Papers

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Showing 1–50 of 56 papers

TitleStatusHype
Lexicon-Level Contrastive Visual-Grounding Improves Language ModelingCode1
Visually Grounded Language Learning: a review of language games, datasets, tasks, and models—0
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment—0
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning—0
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences—0
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches—0
Compositional Generalization in Grounded Language Learning via Induced Model SparsityCode0
Pretraining on Interactions for Learning Grounded Affordance RepresentationsCode0
Not Cheating on the Turing Test: Towards Grounded Language Learning in Artificial Intelligence—0
Improving Systematic Generalization Through Modularity and AugmentationCode0
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledgeCode0
SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark—0
SILG: The Multi-environment Symbolic Interactive Language Grounding BenchmarkCode1
Grounding Language Representation with Visual Object Information via Cross Modal Pretraining—0
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning—0
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
Semantic sentence similarity: size does not always matterCode0
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction—0
Interactive Learning from Activity DescriptionCode0
A Visuospatial Dataset for Naturalistic Verb Learning—0
Grounded Language Learning Fast and SlowCode1
Practical Cross-modal Manifold Alignment for Grounded Language—0
Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning—0
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning—0
Visually Grounded Continual Learning of Compositional PhrasesCode1
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Ecological Semantics: Programming Environments for Situated Language Understanding—0
Emergence of Numeric Concepts in Multi-Agent Autonomous CommunicationCode0
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents—0
Large-scale representation learning from visually grounded untranscribed speech—0
Language learning using Speech to Image retrievalCode0
Grounded Word Sense Translation—0
?`Es un pl\'atano? Exploring the Application of a Physically Grounded Language Acquisition System to Spanish—0
Pragmatically Informative Text GenerationCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Visual Entailment Task for Visually-Grounded Language LearningCode0
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language LearningCode2
Learning Latent Semantic Annotations for Grounding Natural Language to Structured DataCode0
Lessons learned in multilingual grounded language learningCode0
A Gold Standard to Measure Relative Linguistic Complexity with a Grounded Language Learning Model—0
Affordances in Grounded Language Learning—0
A new dataset and model for learning to understand navigational instructionsCode0
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational GameCode0
Understanding Grounded Language Learning Agents—0
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent—0
Understanding Early Word Learning in Situated Artificial Agents—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
Grounded Language Learning in a Simulated 3D WorldCode0
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning—0
Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments—0
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