Grounded language learning

Acquire the meaning of language in situated environments.

Papers

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Showing 1–25 of 56 papers

Title	Date	Tasks	Status	Hype	Score
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning	Oct 18, 2018	Grounded language learning	CodeCode Available	2	5
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation	Jul 16, 2021	Cross-Modal RetrievalGrounded language learning	CodeCode Available	1	5
Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling	Mar 21, 2024	Grounded language learningLanguage Acquisition	CodeCode Available	1	5
Visually Grounded Continual Learning of Compositional Phrases	May 2, 2020	Continual LearningGrounded language learning	CodeCode Available	1	5
Zero-Shot Compositional Policy Learning via Language Grounding	Apr 15, 2020	DescriptiveDomain Adaptation	CodeCode Available	1	5
SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark	Oct 20, 2021	Grounded language learningNetHack	CodeCode Available	1	5
Grounded Language Learning Fast and Slow	Sep 3, 2020	Grounded language learningMeta-Learning	CodeCode Available	1	5
Visual Entailment Task for Visually-Grounded Language Learning	Nov 26, 2018	Grounded language learningNatural Language Inference	CodeCode Available	0	5
Semantic sentence similarity: size does not always matter	Jun 16, 2021	Grounded language learningImage Retrieval	CodeCode Available	0	5
Improving Systematic Generalization Through Modularity and Augmentation	Feb 22, 2022	Data AugmentationGrounded language learning	CodeCode Available	0	5
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge	Feb 21, 2022	Grounded language learningImage Retrieval	CodeCode Available	0	5
Emergence of Numeric Concepts in Multi-Agent Autonomous Communication	Nov 4, 2019	Deep Reinforcement LearningGrounded language learning	CodeCode Available	0	5
A new dataset and model for learning to understand navigational instructions	May 21, 2018	Grounded language learning	CodeCode Available	0	5
Learning semantic sentence representations from visually grounded language without lexical knowledge	Mar 27, 2019	Grounded language learningLearning Semantic Representations	CodeCode Available	0	5
Pragmatically Informative Text Generation	Apr 2, 2019	Abstractive Text SummarizationConditional Text Generation	CodeCode Available	0	5
Language learning using Speech to Image retrieval	Sep 9, 2019	Grounded language learningImage Retrieval	CodeCode Available	0	5
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game	Apr 26, 2018	Grounded language learningLanguage Acquisition	CodeCode Available	0	5
Interactive Learning from Activity Description	Feb 13, 2021	General Reinforcement LearningGrounded language learning	CodeCode Available	0	5
Grounded Language Learning in a Simulated 3D World	Jun 20, 2017	Grounded language learning	CodeCode Available	0	5
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity	Jul 6, 2022	Grounded language learning	CodeCode Available	0	5
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data	Oct 1, 2018	Grounded language learningLanguage Acquisition	CodeCode Available	0	5
Lessons learned in multilingual grounded language learning	Sep 20, 2018	Grounded language learningSentence	CodeCode Available	0	5
Pretraining on Interactions for Learning Grounded Affordance Representations	Jul 5, 2022	Grounded language learning	CodeCode Available	0	5
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment	Dec 4, 2023	Grounded language learningLanguage Modeling	—Unverified	0	0
?`Es un pl\'atano? Exploring the Application of a Physically Grounded Language Acquisition System to Spanish	Jun 1, 2019	Grounded language learningLanguage Acquisition	—Unverified	0	0

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