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Affordance embeddings for situated language understanding
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Neural architectures for natural language understanding
Published 2019“…This thesis tackles the problem of natural language understanding (NLU) and in particular, problem domains that fall under the umbrella of NLU, e.g., question answering, machine reading comprehension, natural language inference, retrieval-based NLU, etc. …”
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Neural Event Semantics for Grounded Language Understanding
Published 2021-01-01“… AbstractWe present a new conjunctivist framework, neural event semantics (NES), for compositional grounded language understanding. Our approach treats all words as classifiers that compose to form a sentence meaning by multiplying output scores. …”
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Neural attentions for natural language understanding and modeling
Published 2019Get full text
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Structured pointing networks for natural language understanding
Published 2021“…Natural Language Understanding (NLU) is a subfield in Natural Language Processing (NLP) that deals with machine comprehension of the structure and meaning of human languages. …”
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True language understanding for an explainable AI system
Published 2022Get full text
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Semantic representation learning for natural language understanding
Published 2018“…The second natural language understanding task addressed in this thesis is sentiment analysis which has been applied to recommender systems, business intelligence and automated trading, etc. …”
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Sign language understanding using multimodal learning
Published 2024“…Despite recent advancements in vision and language tasks, automatic sign language understanding remains largely unsolved. A key obstacle to making progress is the scarcity of appropriate training data. …”
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Bidirectional Representations for Low-Resource Spoken Language Understanding
Published 2023-10-01Subjects: “…spoken language understanding…”
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An Enactivist Account of Mind Reading in Natural Language Understanding
Published 2022-04-01Subjects: “…natural language understanding…”
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From General Language Understanding to Noisy Text Comprehension
Published 2021-08-01Subjects: Get full text
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A Typed Iteration Approach for Spoken Language Understanding
Published 2022-09-01Subjects: “…spoken language understanding…”
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Cross-Cultural and Language Understanding of IAIN Takengon Students
Published 2022-08-01Get full text
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Holistic Spatial Reasoning for Chinese Spatial Language Understanding
Published 2023-10-01Subjects: “…spatial language understanding…”
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A Benchmark for Systematic Generalization in Grounded Language Understanding
Published 2022Get full text
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