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1
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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2
Universal Dependencies 2.8.1
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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3
Universal Dependencies 2.8
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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4
BOLT Egyptian Arabic PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech
Palmer, Martha; Hwang, Jena D.; Mansouri, Aous. - : Linguistic Data Consortium, 2021. : https://www.ldc.upenn.edu, 2021
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Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.114 Abstract: Publicly available, large pretrained Language Models (LMs) generate text with remarkable quality, but only sequentially from left to right. As a result, they are not immediately applicable to generation tasks that break the unidirectional assumption, such as paraphrasing or text-infilling, necessitating task-specific supervision. In this paper, we present Reflective Decoding, a novel unsupervised algorithm that allows for direct application of unidirectional LMs to non-sequential tasks. Our 2-step approach requires no supervision or even parallel corpora, only two off-the-shelf pretrained LMs in opposite directions: forward and backward. First, in the contextualization step, we use LMs to generate ensembles of past and future contexts which collectively capture the input (e.g. the source sentence for paraphrasing). Second, in the reflection step, we condition on these ``context ensembles'', generating outputs that are compatible with them. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/26006-reflective-decoding-beyond-unidirectional-generation-with-off-the-shelf-language-models
https://dx.doi.org/10.48448/swwt-ax71
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6
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ...
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7
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences ...
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8
BOLT Egyptian Arabic PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech ...
Palmer, Martha; Hwang, Jena; Mansouri, Aous. - : Linguistic Data Consortium, 2021
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9
Universal Dependencies 2.7
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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10
Universal Dependencies 2.6
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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11
BOLT English PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech
Palmer, Martha; Hwang, Jena D.; Bonial, Claire. - : Linguistic Data Consortium, 2020. : https://www.ldc.upenn.edu, 2020
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12
K-SNACS: Annotating Korean Adposition Semantics ...
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13
BOLT English PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech ...
Palmer, Martha; Hwang, Jena; Bonial, Claire. - : Linguistic Data Consortium, 2020
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14
Universal Dependencies 2.5
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019
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15
Universal Dependencies 2.4
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019
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16
Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions
In: Parra Escartín, Carla orcid:0000-0002-8412-1525 and Walsh, Abigail (2018) Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions. In: Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018), 25-26 Aug 2018, Santa Fe, NM, USA. (2018)
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17
Proceedings of the Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018)
Savary, Agata; Ramisch, Carlos; Hwang, Jena,. - : HAL CCSD, 2018. : Association for Computational Linguistics, 2018
In: https://hal.archives-ouvertes.fr/hal-01865566 ; Association for Computational Linguistics, 2018, 978-1-948087-51-3 ; https://aclanthology.info/volumes/proceedings-of-the-joint-workshop-on-linguistic-annotation-multiword-expressions-and-constructions-law-mwe-cxg-2018 (2018)
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18
Universal Dependencies 2.2
In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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19
Universal Dependencies 2.3
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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20
Universal Dependencies 2.2
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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