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Hits 81 – 100 of 13.764

81
Learning Constraints on Wh-Dependencies by Learning How to Efficiently Represent Wh-Dependencies: A Developmental Modeling Investigation With Fragment Grammars
In: Proceedings of the Society for Computation in Linguistics (2022)
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82
Typological Implications of Tier-Based Strictly Local Movement
In: Proceedings of the Society for Computation in Linguistics (2022)
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83
Parsing Early Modern English for Linguistic Search
In: Proceedings of the Society for Computation in Linguistics (2022)
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84
When Classifying Arguments, BERT Doesn't Care About Word Order. Except When It Matters
In: Proceedings of the Society for Computation in Linguistics (2022)
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85
Remodelling complement coercion interpretation
In: Proceedings of the Society for Computation in Linguistics (2022)
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86
Inferring Inferences: Relational Propositions for Argument Mining
In: Proceedings of the Society for Computation in Linguistics (2022)
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87
ANLIzing the Adversarial Natural Language Inference Dataset
In: Proceedings of the Society for Computation in Linguistics (2022)
Abstract: We perform an in-depth error analysis of the Adversarial NLI (ANLI) dataset, a recently introduced large-scale human-and-model-in-the-loop natural language inference dataset collected dynamically over multiple rounds. We propose a fine-grained annotation scheme for the different aspects of inference responsible for the gold classification labels, and use it to hand-code the ANLI development sets in their entirety. We use these annotations to answer a variety of important questions: which models have the highest performance on each inference type, which inference types are most common, and which types are the most challenging for state-of-the-art models? We hope our annotations will enable more fine-grained evaluation of NLI models, and provide a deeper understanding of where models fail (and succeed). Both insights can guide us in training stronger models going forward.
Keyword: annotation; artificial neural networks; Computational Linguistics; corpora; machine learning; natural language inference; natural language understanding; neural networks
URL: https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1250&context=scil
https://scholarworks.umass.edu/scil/vol5/iss1/4
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88
Analysis of Language Change in Collaborative Instruction Following
In: Proceedings of the Society for Computation in Linguistics (2022)
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89
SCiL 2022 Editors' Note
In: Proceedings of the Society for Computation in Linguistics (2022)
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90
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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91
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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92
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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93
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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94
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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95
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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96
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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97
Phylogenetic trees: Grammar versus vocabulary
In: Russian Journal of Linguistics, Vol 26, Iss 1, Pp 31-50 (2022) (2022)
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98
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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99
Formen und Funktionen des Konjunktivs II in historischen ostoberdeutschen Predigten.
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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100
Zur Sprachdynamik des Konjunktivs im Bairischen in Österreich
In: Linguistik Online, Vol 114, Iss 2 (2022) (2022)
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