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Grounded language learning
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Acquire the meaning of language in situated environments.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Visually Grounded Language Learning: a review of language games, datasets, tasks, and models
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity
Pretraining on Interactions for Learning Grounded Affordance Representations
Not Cheating on the Turing Test: Towards Grounded Language Learning in Artificial Intelligence
Improving Systematic Generalization Through Modularity and Augmentation
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge
SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Semantic sentence similarity: size does not always matter
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction
Interactive Learning from Activity Description
A Visuospatial Dataset for Naturalistic Verb Learning
Grounded Language Learning Fast and Slow
Practical Cross-modal Manifold Alignment for Grounded Language
Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
Visually Grounded Continual Learning of Compositional Phrases
Zero-Shot Compositional Policy Learning via Language Grounding
Ecological Semantics: Programming Environments for Situated Language Understanding
Emergence of Numeric Concepts in Multi-Agent Autonomous Communication
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents
Large-scale representation learning from visually grounded untranscribed speech
Language learning using Speech to Image retrieval
Pragmatically Informative Text Generation
Learning semantic sentence representations from visually grounded language without lexical knowledge
Visual Entailment Task for Visually-Grounded Language Learning
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
Lessons learned in multilingual grounded language learning
A new dataset and model for learning to understand navigational instructions
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game
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