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121
Analysis of Language Change in Collaborative Instruction Following
In: Proceedings of the Society for Computation in Linguistics (2022)
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122
SCiL 2022 Editors' Note
In: Proceedings of the Society for Computation in Linguistics (2022)
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123
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 468-483 (2022) (2022)
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.
Keyword: Computational linguistics. Natural language processing; P98-98.5
URL: https://doi.org/10.1162/tacl_a_00471
https://doaj.org/article/b6d9583b08d54f0db0c68948315bdbd5
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124
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 414-433 (2022) (2022)
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125
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 376-392 (2022) (2022)
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126
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 434-451 (2022) (2022)
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127
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 393-413 (2022) (2022)
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128
Time-Aware Language Models as Temporal Knowledge Bases
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 257-273 (2022) (2022)
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129
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 240-256 (2022) (2022)
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130
Phylogenetic trees: Grammar versus vocabulary
In: Russian Journal of Linguistics, Vol 26, Iss 1, Pp 31-50 (2022) (2022)
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131
Les débuts de la phraséologie et les premières « phraséologies historiques » italo-françaises
In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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132
Formen und Funktionen des Konjunktivs II in historischen ostoberdeutschen Predigten.
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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133
Zur Sprachdynamik des Konjunktivs im Bairischen in Österreich
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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134
Die Konjunktiv-II-Bildung im Kontext von Partikelverben in den Basisdialekten Salzburgs
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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135
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 359-375 (2022) (2022)
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136
Informationen zu den Beitragenden/Information about the authors
In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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137
A Coordenação na Gramática Discursivo-Funcional
In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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138
Der Konjunktiv II in den ruralen Basisdialekten Österreichs.
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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139
Konjunktiv II-Variation im urbanen Sprachgebrauch in Österreich
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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140
Der Konjunktiv II in Salzburger Varietäten: Grammatik, Gebrauch, soziale Faktoren
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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