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1
A Feasibility Study of Answer-Agnostic Question Generation for Education ...
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BiSECT: Learning to Split and Rephrase Sentences with Bitexts ...
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"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
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4
Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases ...
Abstract: Recursive noun phrases (NPs) have interesting semantic properties. For example, "my favorite new movie" is not necessarily "my favorite movie", whereas "my new favorite movie" is. This is common sense to humans, yet it is unknown whether pre-trained language models have such knowledge. We introduce the Recursive Noun Phrase Challenge (RNPC), a challenge set targeting the understanding of recursive NPs. When evaluated on our dataset, state-of-the-art Transformer models only achieve around chance performance. Still, we show that such knowledge is learnable with appropriate data. We further probe the models for relevant linguistic features that can be learned from our tasks, including modifier semantic category and modifier scope. Finally, models trained on RNPC achieve strong zero-shot performance on an extrinsic Harm Detection task, showing the usefulness of the understanding of recursive NPs in downstream applications. All code and data will be released at https://github.com/veronica320/Recursive-NPs. ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2112.08326
https://arxiv.org/abs/2112.08326
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5
Goal-Oriented Script Construction ...
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6
Visual Goal-Step Inference using wikiHow ...
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7
Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
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8
BUSINESS MEETING ...
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9
BiSECT: Learning to Split and Rephrase Sentences with Bitexts ...
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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 ...
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12
Resolving Pronouns in Twitter Streams: Context can Help! ...
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13
Artificial Intelligence in mental health and the biases of language based models
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 ...
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16
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims ...
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17
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ...
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18
Comparison of Diverse Decoding Methods from Conditional Language Models ...
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19
Paraphrase-Sense-Tagged Sentences
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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