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Alikhani, Malihe (13)
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The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (2)
Yin, Kayo (2)
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Simple Search
Hits 1 – 15 of 15
1
Modeling Intensification for Sign Language Generation: A Computational Approach ...
İnan, Mert
;
Zhong, Yang
;
Hassan, Sabit
. - : arXiv, 2022
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2
Including Facial Expressions in Contextual Embeddings for Sign Language Generation ...
Viegas, Carla
;
İnan, Mert
;
Quandt, Lorna
;
Alikhani, Malihe
. - : arXiv, 2022
Abstract:
State-of-the-art sign language generation frameworks lack expressivity and naturalness which is the result of only focusing manual signs, neglecting the affective, grammatical and semantic functions of facial expressions. The purpose of this work is to augment semantic representation of sign language through grounding facial expressions. We study the effect of modeling the relationship between text, gloss, and facial expressions on the performance of the sign generation systems. In particular, we propose a Dual Encoder Transformer able to generate manual signs as well as facial expressions by capturing the similarities and differences found in text and sign gloss annotation. We take into consideration the role of facial muscle activity to express intensities of manual signs by being the first to employ facial action units in sign language generation. We perform a series of experiments showing that our proposed model improves the quality of automatically generated sign language. ...
Keyword:
Computation and Language cs.CL
;
Computer Vision and Pattern Recognition cs.CV
;
FOS Computer and information sciences
;
Machine Learning cs.LG
URL:
https://arxiv.org/abs/2202.05383
https://dx.doi.org/10.48550/arxiv.2202.05383
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3
Situated Task-Driven Multimodal Intent Modeling and Applications
Kovashka, Adriana
;
Litman, Diane
;
Alikhani, Malihe
. - 2022
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4
Political Ideology and Polarization of Policy Positions: A Multi-dimensional Approach ...
Sinno, Barea
;
Oviedo, Bernardo
;
Atwell, Katherine
. - : arXiv, 2021
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5
Including Signed Languages in Natural Language Processing ...
Yin, Kayo
;
Moryossef, Amit
;
Hochgesang, Julie
. - : arXiv, 2021
BASE
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6
Including Signed Languages in Natural Language Processing ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Alikhani, Malihe
;
Goldberg, Yoav
. - : Underline Science Inc., 2021
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7
COSMic: A Coherence-Aware Generation Metric for Image Descriptions ...
İnan, Mert
;
Sharma, Piyush
;
Khalid, Baber
. - : arXiv, 2021
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8
Entheos: {A} Multimodal Dataset for Studying Enthusiasm ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Alikhani, Malihe
;
Viegas, Carla
. - : Underline Science Inc., 2021
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9
Neural methods for document understanding
Abdellatif, Mohamed (author)
;
Elgammal, Ahmed (chair)
;
De Melo, Gerard (member)
. - 2021
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10
Including Facial Expressions in Contextual Embeddings for Sign Language Generation
Viegas, Carla
;
Inan, Mert
;
Quandt, Lorna
. - 2021
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11
Intention and Attention in Image-Text Presentations: A Coherence Approach
Torres, Ilana
;
Slusarczyk, Kathryn
;
Alikhani, Malihe
...
In: Experiments in Linguistic Meaning; Vol 1 (2021); 273-283 ; 2694-1791 (2021)
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12
AI2D-RST: a multimodal corpus of 1000 primary school science diagrams [<Journal>]
Hiippala, Tuomo Verfasser]
DNB Subject Category Language
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13
ParsiNLU: A Suite of Language Understanding Challenges for Persian ...
Khashabi, Daniel
;
Cohan, Arman
;
Shakeri, Siamak
. - : arXiv, 2020
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14
Aspectuality Across Genre: A Distributional Semantics Approach ...
Kober, Thomas
;
Alikhani, Malihe
;
Stone, Matthew
. - : arXiv, 2020
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15
Multimodal communication: commonsense, grounding and computation ...
Alikhani, Malihe
. - : No Publisher Supplied, 2020
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