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Pavlick, Ellie (29)
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 (6)
Avram, Rachel (5)
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Hits 1 – 20 of 29
1
Can computers tell a story? Discourse Structure in Computer-generated Text and Humans
Wey, Alex
;
Hemmatian, Babak
;
Avram, Rachel
...
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
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2
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality
Feucht, Sheridan
;
Hemmatian, Babak
;
Avram, Rachel
...
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
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3
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality Motivation ...
Feucht, Sheridan
;
Hemmatian, Babak
;
Avram, Rachel
. - : Unpublished, 2021
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4
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ...
Kim, Najoung
;
Pavlick, Ellie
;
Ayan, Burcu Karagol
. - : arXiv, 2021
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5
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ...
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
;
Feiman, Roman
;
Pavlick, Ellie
. - : Underline Science Inc., 2021
BASE
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6
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ...
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
;
Karagol Ayan, Burcu
;
Kim, Najoung
. - : Underline Science Inc., 2021
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7
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ...
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
;
Feiman, Roman
;
Pavlick, Ellie
. - : Underline Science Inc., 2021
BASE
Show details
8
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ...
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
;
Feiman, Roman
;
Pavlick, Ellie
. - : Underline Science Inc., 2021
BASE
Show details
9
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ...
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
;
Feiman, Roman
;
Pavlick, Ellie
. - : Underline Science Inc., 2021
BASE
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10
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Abdou, Mostafa
;
Frank, Stella
. - : Underline Science Inc., 2021
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11
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Avram, Rachel
;
Eickhoff, Carsten
. - : Underline Science Inc., 2021
BASE
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12
Can computers tell a story? Discourse Structure in Computer-generated Text and Humans ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Avram, Rachel
;
Eickhoff, Carsten
. - : Underline Science Inc., 2021
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13
Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions ...
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
;
Do, Nam
;
Pavlick, Ellie
. - : Underline Science Inc., 2021
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14
Does Vision-and-Language Pretraining Improve Lexical Grounding? ...
Yun, Tian
;
Sun, Chen
;
Pavlick, Ellie
. - : arXiv, 2021
Abstract:
Linguistic representations derived from text alone have been criticized for their lack of grounding, i.e., connecting words to their meanings in the physical world. Vision-and-Language (VL) models, trained jointly on text and image or video data, have been offered as a response to such criticisms. However, while VL pretraining has shown success on multimodal tasks such as visual question answering, it is not yet known how the internal linguistic representations themselves compare to their text-only counterparts. This paper compares the semantic representations learned via VL vs. text-only pretraining for two recent VL models using a suite of analyses (clustering, probing, and performance on a commonsense question answering task) in a language-only setting. We find that the multimodal models fail to significantly outperform the text-only variants, suggesting that future work is required if multimodal pretraining is to be pursued as a means of improving NLP in general. ... : Camera ready for Findings of EMNLP 2021 ...
Keyword:
Artificial Intelligence cs.AI
;
Computation and Language cs.CL
;
Computer Vision and Pattern Recognition cs.CV
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2109.10246
https://dx.doi.org/10.48550/arxiv.2109.10246
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15
Does Vision-and-Language Pretraining Improve Lexical Grounding? ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Pavlick, Ellie
;
Sun, Chen
. - : Underline Science Inc., 2021
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16
Does Vision-and-Language Pretraining Improve Lexical Grounding? ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Pavlick, Ellie
;
Sun, Chen
. - : Underline Science Inc., 2021
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17
Frequency Effects on Syntactic Rule Learning in Transformers ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Garrette, Dan
;
Linzen, Tal
. - : Underline Science Inc., 2021
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18
Frequency Effects on Syntactic Rule Learning in Transformers ...
Wei, Jason
;
Garrette, Dan
;
Linzen, Tal
. - : arXiv, 2021
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19
Leveraging Longitudinal Data for Personalized Prediction and Word Representations
Welch, Charles
. - 2021
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20
A Visuospatial Dataset for Naturalistic Verb Learning ...
Ebert, Dylan
;
Pavlick, Ellie
. - : arXiv, 2020
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