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1
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
In: Transactions of the Association for Computational Linguistics, Vol 10, Pp 468-483 (2022) (2022)
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2
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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3
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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4
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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5
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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6
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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7
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)
Abstract: AbstractWe introduce a neuro-symbolic natural logic framework based on reinforcement learning with introspective revision. The model samples and rewards specific reasoning paths through policy gradient, in which the introspective revision algorithm modifies intermediate symbolic reasoning steps to discover reward-earning operations as well as leverages external knowledge to alleviate spurious reasoning and training inefficiency. The framework is supported by properly designed local relation models to avoid input entangling, which helps ensure the interpretability of the proof paths. The proposed model has built-in interpretability and shows superior capability in monotonicity inference, systematic generalization, and interpretability, compared with previous models on the existing datasets.
Keyword: Computational linguistics. Natural language processing; P98-98.5
URL: https://doaj.org/article/ac15d1b7cf384e9ab932270c1048bb2b
https://doi.org/10.1162/tacl_a_00458
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8
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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9
Formen und Funktionen des Konjunktivs II in historischen ostoberdeutschen Predigten.
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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10
Zur Sprachdynamik des Konjunktivs im Bairischen in Österreich
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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11
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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12
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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13
Informationen zu den Beitragenden/Information about the authors
In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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14
A Coordenação na Gramática Discursivo-Funcional
In: Linguistik Online, Vol 113, Iss 1 (2022) (2022)
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15
Der Konjunktiv II in den ruralen Basisdialekten Österreichs.
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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16
Konjunktiv II-Variation im urbanen Sprachgebrauch in Österreich
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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17
Der Konjunktiv II in Salzburger Varietäten: Grammatik, Gebrauch, soziale Faktoren
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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18
Informationen zu den Beitragenden/Information about the authors
In: Linguistik Online, Vol 115, Iss 3 (2022) (2022)
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19
„Frische Brot, lecker Brot, taze Brot“ – Eigene Muster in der Adjektivverwendung auf einem mehrsprachigen Wochenmarkt
In: Linguistik Online, Vol 115, Iss 3 (2022) (2022)
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20
Ein Modell zur systematischen Erfassung genuenischer Phraseme in Wörterbüchern, illustriert am Beispiel der Forschungsprojekte GEPHRAS und GEPHRAS2
In: Linguistik Online, Vol 115, Iss 3 (2022) (2022)
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