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Controlled Generation of Stylized Text Using Semantic and Phonetic Representations
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| 102 |
Disentanglement of Syntactic Components for Text Generation
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| 104 |
CorpusExplorer ; Eine Software zur korpuspragmatischen Analyse
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| 105 |
Masked language models directly encode linguistic uncertainty
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In: Proceedings of the Society for Computation in Linguistics (2022)
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| 106 |
Measuring the quality of unstructured text in routinely collected electronic health data: a review and application
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| 107 |
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 468-483 (2022) (2022)
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Abstract:
AbstractIn a conversational question answering scenario, a questioner seeks to extract information about a topic through a series of interdependent questions and answers. As the conversation progresses, they may switch to related topics, a phenomenon commonly observed in information-seeking search sessions. However, current datasets for conversational question answering are limiting in two ways: 1) they do not contain topic switches; and 2) they assume the reference text for the conversation is given, that is, the setting is not open-domain. We introduce TopiOCQA (pronounced Tapioca), an open-domain conversational dataset with topic switches based on Wikipedia. TopiOCQA contains 3,920 conversations with information-seeking questions and free-form answers. On average, a conversation in our dataset spans 13 question-answer turns and involves four topics (documents). TopiOCQA poses a challenging test-bed for models, where efficient retrieval is required on multiple turns of the same conversation, in conjunction with constructing valid responses using conversational history. We evaluate several baselines, by combining state-of-the-art document retrieval methods with neural reader models. Our best model achieves F1 of 55.8, falling short of human performance by 14.2 points, indicating the difficulty of our dataset. Our dataset and code are available at https://mcgill-nlp.github.io/topiocqa.
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Keyword:
Computational linguistics. Natural language processing; P98-98.5
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URL: https://doi.org/10.1162/tacl_a_00471
https://doaj.org/article/b6d9583b08d54f0db0c68948315bdbd5
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| 108 |
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 414-433 (2022) (2022)
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| 109 |
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 376-392 (2022) (2022)
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| 110 |
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 434-451 (2022) (2022)
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| 111 |
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 393-413 (2022) (2022)
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| 112 |
Time-Aware Language Models as Temporal Knowledge Bases
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 257-273 (2022) (2022)
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| 113 |
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 240-256 (2022) (2022)
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| 114 |
Les débuts de la phraséologie et les premières « phraséologies historiques » italo-françaises
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In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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| 115 |
Formen und Funktionen des Konjunktivs II in historischen ostoberdeutschen Predigten.
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In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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| 116 |
Zur Sprachdynamik des Konjunktivs im Bairischen in Österreich
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In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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| 117 |
Die Konjunktiv-II-Bildung im Kontext von Partikelverben in den Basisdialekten Salzburgs
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In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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| 118 |
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?
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In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 359-375 (2022) (2022)
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| 119 |
Informationen zu den Beitragenden/Information about the authors
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In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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| 120 |
A Coordenação na Gramática Discursivo-Funcional
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In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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