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Hits 1 – 20 of 54
1
A Feasibility Study of Answer-Agnostic Question Generation for Education ...
Dugan, Liam
;
Miltsakaki, Eleni
;
Upadhyay, Shriyash
. - : arXiv, 2022
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2
BiSECT: Learning to Split and Rephrase Sentences with Bitexts ...
Kim, Joongwon
;
Maddela, Mounica
;
Kriz, Reno
. - : arXiv, 2021
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3
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
Rasooli, Mohammad Sadegh
;
Callison-Burch, Chris
;
Wijaya, Derry Tanti
. - : arXiv, 2021
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4
Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases ...
Lyu, Qing
;
Zheng, Hua
;
Li, Daoxin
. - : arXiv, 2021
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5
Goal-Oriented Script Construction ...
Lyu, Qing
;
Zhang, Li
;
Callison-Burch, Chris
. - : arXiv, 2021
Abstract:
The knowledge of scripts, common chains of events in stereotypical scenarios, is a valuable asset for task-oriented natural language understanding systems. We propose the Goal-Oriented Script Construction task, where a model produces a sequence of steps to accomplish a given goal. We pilot our task on the first multilingual script learning dataset supporting 18 languages collected from wikiHow, a website containing half a million how-to articles. For baselines, we consider both a generation-based approach using a language model and a retrieval-based approach by first retrieving the relevant steps from a large candidate pool and then ordering them. We show that our task is practical, feasible but challenging for state-of-the-art Transformer models, and that our methods can be readily deployed for various other datasets and domains with decent zero-shot performance. ... : INLG2021 (14th International Conference on Natural Language Generation) ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2107.13189
https://dx.doi.org/10.48550/arxiv.2107.13189
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6
Visual Goal-Step Inference using wikiHow ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Callison-Burch, Chris
;
Lyu, Qing
. - : Underline Science Inc., 2021
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7
Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Callison-Burch, Chris
;
Rasooli, Mohammad Sadegh
. - : Underline Science Inc., 2021
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8
BUSINESS MEETING ...
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
;
Bender, Emily M.
;
Callison-Burch, Chris
. - : Underline Science Inc., 2021
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9
BiSECT: Learning to Split and Rephrase Sentences with Bitexts ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Callison-Burch, Chris
;
Kim, Joongwon
. - : Underline Science Inc., 2021
BASE
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10
Resolving pronouns in Twitter streams: context can help!
Wijaya, Derry Tanti
;
Andy, Anietie
;
Callison-Burch, Chris
. - : Association for Computational Linguistics, 2020
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11
Intent Detection with WikiHow ...
Zhang, Li
;
Lyu, Qing
;
Callison-Burch, Chris
. - : arXiv, 2020
BASE
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12
Resolving Pronouns in Twitter Streams: Context can Help! ...
The 28th International Conference on Computational Linguistics 2020
;
Andy, Anietie
;
Callison-Burch, Chris
. - : Underline Science Inc., 2020
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13
Artificial Intelligence in mental health and the biases of language based models
Straw, Isabel
;
Callison-Burch, Chris
In: PLoS One (2020)
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14
Winter is here: summarizing Twitter streams related to pre-scheduled events
Andy, Anietie
;
Wijaya, Derry Tanti
;
Callison-Burch, Chris
. - : Association for Computational Linguistics, 2019
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15
Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors ...
Cheng, Jeffrey
;
Callison-Burch, Chris
. - : arXiv, 2019
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16
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims ...
Chen, Sihao
;
Khashabi, Daniel
;
Yin, Wenpeng
. - : arXiv, 2019
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17
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ...
Kriz, Reno
;
Sedoc, João
;
Apidianaki, Marianna
. - : arXiv, 2019
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18
Comparison of Diverse Decoding Methods from Conditional Language Models ...
Ippolito, Daphne
;
Kriz, Reno
;
Kustikova, Maria
. - : arXiv, 2019
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19
Paraphrase-Sense-Tagged Sentences
Cocos, Anne
;
Callison-Burch, Chris
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 714-728 (2019) (2019)
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20
Learning translations via images with a massively multilingual image dataset
Callison-Burch, Chris
;
Wijaya, Derry
;
Kriz, Reno
. - : Association for Computational Linguistics, 2018
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