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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 8 of 8 1 XTREME-S: Evaluating Cross-lingual Speech Representations ... Conneau, Alexis; Bapna, Ankur; Zhang, Yu; Ma, Min; von Platen, Patrick; Lozhkov, Anton; Cherry, Colin; Jia, Ye; Rivera, Clara; Kale, Mihir; Van Esch, Daan; Axelrod, Vera; Khanuja, Simran; Clark, Jonathan H.; Firat, Orhan; Auli, Michael; Ruder, Sebastian; Riesa, Jason; Johnson, Melvin. - : arXiv, 2022 Abstract: We introduce XTREME-S, a new benchmark to evaluate universal cross-lingual speech representations in many languages. XTREME-S covers four task families: speech recognition, classification, speech-to-text translation and retrieval. Covering 102 languages from 10+ language families, 3 different domains and 4 task families, XTREME-S aims to simplify multilingual speech representation evaluation, as well as catalyze research in "universal" speech representation learning. This paper describes the new benchmark and establishes the first speech-only and speech-text baselines using XLS-R and mSLAM on all downstream tasks. We motivate the design choices and detail how to use the benchmark. Datasets and fine-tuning scripts are made easily accessible at https://hf.co/datasets/google/xtreme_s. ... : Minor fix: language code for Filipino (Tagalog), "tg" -> "tl" ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2203.10752 https://arxiv.org/abs/2203.10752 BASE Hide details 2 CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation ... Clark, Jonathan H.; Garrette, Dan; Turc, Iulia. - : arXiv, 2021 BASE Show details 3 TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages ... Clark, Jonathan H.; Choi, Eunsol; Collins, Michael. - : arXiv, 2020 BASE Show details 4 XOR QA: Cross-lingual Open-Retrieval Question Answering ... Asai, Akari; Kasai, Jungo; Clark, Jonathan H.. - : arXiv, 2020 BASE Show details 5 Learning to Recognize Dialect Features ... Demszky, Dorottya; Sharma, Devyani; Clark, Jonathan H.. - : arXiv, 2020 BASE Show details 6 Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization ... Clark, Jonathan H.; Dyer, Chris; Lavie, Alon. - : Carnegie Mellon University, 2014 BASE Show details 7 Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization ... Clark, Jonathan H.; Dyer, Chris; Lavie, Alon. - : Carnegie Mellon University, 2014 BASE Show details 8 The machine translation toolpack for LoonyBin: automated management of experimental machine translation Hyperworkflows Clark, Jonathan H.; Zollmann, Andreas; Heafield, Kenneth... In: The Prague bulletin of mathematical linguistics. - Praha : Univ. (2010) 93, 117-126 BLLDB OLC Linguistik Show details

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