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1
Trajectory Prediction with Linguistic Representations
Kuo, Yen-Ling; Huang, Xin; Barbu, Andrei. - : Center for Brains, Minds and Machines (CBMM), International Conference on Robotics and Automation (ICRA), 2022
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2
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding
Kuo, Yen-Ling; Katz, Boris; Barbu, Andrei. - : Center for Brains, Minds and Machines (CBMM), Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
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3
Trajectory Prediction with Linguistic Representations ...
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4
Measuring Social Biases in Grounded Vision and Language Embeddings ...
NAACL 2021 2021; Barbu, Andrei; Katz, Boris. - : Underline Science Inc., 2021
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5
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding ...
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6
Measuring Social Biases in Grounded Vision and Language Embeddings
Ross, Candace; Barbu, Andrei; Katz, Boris. - : Center for Brains, Minds and Machines (CBMM), Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL), 2021
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7
Learning a natural-language to LTL executable semantic parser for grounded robotics
Wang, Christopher; Ross, Candace; Kuo, Yen-Ling. - : Center for Brains, Minds and Machines (CBMM), Conference on Robot Learning (CoRL), 2020
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8
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding ...
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9
Learning a natural-language to LTL executable semantic parser for grounded robotics ...
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10
Measuring Social Biases in Grounded Vision and Language Embeddings ...
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11
Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas
Kuo, Yen-Ling; Katz, Boris; Barbu, Andrei. - : Center for Brains, Minds and Machines (CBMM), The Ninth International Conference on Learning Representations (ICLR), 2020
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12
Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context ...
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13
Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context
In: Other repository (2018)
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14
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities
Berzak, Yevgeni; Barbu, Andrei; Harari, Daniel; Katz, Boris; Ullman, Shimon. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2016
Abstract: Understanding language goes hand in hand with the ability to integrate complex contextual information obtained via perception. In this work, we present a novel task for grounded language understanding: disambiguating a sentence given a visual scene which depicts one of the possible interpretations of that sentence. To this end, we introduce a new multimodal corpus containing ambiguous sentences, representing a wide range of syntactic, semantic and discourse ambiguities, coupled with videos that visualize the different interpretations for each sentence. We address this task by extending a vision model which determines if a sentence is depicted by a video. We demonstrate how such a model can be adjusted to recognize different interpretations of the same underlying sentence, allowing to disambiguate sentences in a unified fashion across the different ambiguity types. ; This work was supported by the Center for Brains, Minds and Machines (CBMM), funded by NSF STC award CCF – 1231216.
Keyword: Computer Language; Computer vision; Language understanding
URL: http://hdl.handle.net/1721.1/103400
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15
Anchoring and Agreement in Syntactic Annotations
Berzak, Yevgeni; Huang, Yan; Barbu, Andrei. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2016
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16
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities ...
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17
Seeing What You’re Told: Sentence-Guided Activity Recognition In Video
Siddharth, Narayanaswamy; Barbu, Andrei; Siskind, Jeffrey Mark. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2014
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18
The Compositional Nature of Event Representations in the Human Brain
Barbu, Andrei; Narayanaswamy, Siddharth; Xiong, Caiming. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2014
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19
Video In Sentences Out ...
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20
Saying What You're Looking For: Linguistics Meets Video Search ...
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