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1
TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment ...
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2
Few-shot Language Coordination by Modeling Theory of Mind ...
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3
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games ...
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4
Grounding 'Grounding' in NLP ...
Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.375 Abstract: The NLP community has seen substantial recent interest in grounding to facilitate interaction between language technologies and the world. However, as a community, we use the term broadly to reference any linking of text to data or non-textual modality. In contrast, Cognitive Science more formally defines “grounding” as the process of establishing what mutual information is required for successful communication between two interlocutors -- a definition which might implicitly capture the NLP usage but differs in intent and scope. We investigate the gap between these definitions and seek answers to the following questions: (1) What aspects of grounding are missing from NLP tasks? Here we present the dimensions of coordination, purviews and constraints. (2) How is the term “grounding'' used in the current research? We study the trends in datasets, domains, and tasks introduced in recent NLP conferences. And finally, (3) How to advance our ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Neural Network; Semantics
URL: https://underline.io/lecture/26466-grounding-'grounding'-in-nlp
https://dx.doi.org/10.48448/wg2z-kn64
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5
Dependency Induction Through the Lens of Visual Perception ...
Su, Ruisi; Rijhwani, Shruti; Zhu, Hao. - : arXiv, 2021
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6
Dependency Induction Through the Lens of Visual Perception ...
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7
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games ...
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8
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games ...
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9
Experience Grounds Language ...
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10
The Return of Lexical Dependencies: Neural Lexicalized PCFGs ...
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11
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA ...
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12
Natural Language Inference from Multiple Premises ...
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13
Unsupervised grammar induction with Combinatory Categorial Grammars
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