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On the dangers of stochastic parrots : can language models be too big?

, , , и . Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, стр. 610--623. Virtual Event Canada, ACM, (марта 2021)
DOI: 10.1145/3442188.3445922

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Emily Solly

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Emily Troemer

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Emily Wimmer

 

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Language CoLLAGE: Grammatical Description with the LinGO Grammar Matrix.. LREC, стр. 2447-2451. European Language Resources Association (ELRA), (2014)Data and its (dis)contents: A survey of dataset development and use in machine learning research., , , , и . CoRR, (2020)Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics, и . Synthesis Lectures on Human Language Technologies Morgan & Claypool Publishers, (2019)Semantic Representations of Syntactically Marked Discourse Status in Crosslinguistic Perspective., и . STEP, Association for Computational Linguistics, (2008)Grammar Prototyping and Testing with the LinGO Grammar Matrix Customization System., , , , , , и . ACL (System Demonstrations), стр. 1-6. The Association for Computer Linguistics, (2010)Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data., и . ACL, стр. 5185-5198. Association for Computational Linguistics, (2020)Spring Cleaning and Grammar Compression: Two Techniques for Detection of Redundancy in HPSG Grammars., , и . PACLIC, стр. 236-244. Digital Enhancement of Cognitive Development, Waseda University, (2011)100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask*.. HLT-NAACL, The Association for Computational Linguistics, (2012)AI and the Everything in the Whole Wide World Benchmark., , , , и . NeurIPS Datasets and Benchmarks, (2021)Evaluating a Crosslinguistic Grammar Resource: A Case Study of Wambaya.. ACL, стр. 977-985. The Association for Computer Linguistics, (2008)