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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 ...
Lyu, Qing; Zheng, Hua; Li, Daoxin. - : arXiv, 2021
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Goal-Oriented Script Construction ...
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Visual Goal-Step Inference using wikiHow ...
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Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
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8
BUSINESS MEETING ...
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BiSECT: Learning to Split and Rephrase Sentences with Bitexts ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.500/ Abstract: An important task in NLP applications such as sentence simplification is the ability to take a long, complex sentence and split it into shorter sentences, rephrasing as necessary. We introduce a novel dataset and a new model for this `split and rephrase' task. Our BiSECT training data consists of 1 million long English sentences paired with shorter, meaning-equivalent English sentences. We obtain these by extracting 1-2 sentence alignments in bilingual parallel corpora and then using machine translation to convert both sides of the corpus into the same language. BiSECT contains higher quality training examples than previous Split and Rephrase corpora, with sentence splits that require more significant modifications. We categorize examples in our corpus, and use these categories in a novel model that allows us to target specific regions of the input sentence to be split and edited. Moreover, we show that models trained on BiSECT can ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
URL: https://underline.io/lecture/37931-bisect-learning-to-split-and-rephrase-sentences-with-bitexts
https://dx.doi.org/10.48448/98n6-k286
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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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