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Findings of the IWSLT 2020 Evaluation campaign
Niehues, Jan; Federico, Marcello; Ma, Xutai. - : Association for Computational Linguistics, 2022
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MeetDot: Videoconferencing with Live Translation Captions ...
Abstract: We present MeetDot, a videoconferencing system with live translation captions overlaid on screen. The system aims to facilitate conversation between people who speak different languages, thereby reducing communication barriers between multilingual participants. Currently, our system supports speech and captions in 4 languages and combines automatic speech recognition (ASR) and machine translation (MT) in a cascade. We use the re-translation strategy to translate the streamed speech, resulting in caption flicker. Additionally, our system has very strict latency requirements to have acceptable call quality. We implement several features to enhance user experience and reduce their cognitive load, such as smooth scrolling captions and reducing caption flicker. The modular architecture allows us to integrate different ASR and MT services in our backend. Our system provides an integrated evaluation suite to optimize key intrinsic evaluation metrics such as accuracy, latency and erasure. Finally, we present an ... : 7 pages, 4 figures, Accepted as EMNLP 2021 demo paper ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2109.09577
https://arxiv.org/abs/2109.09577
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MeetDot: Videoconferencing with Live Translation Captions ...
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4
Abstract Meaning Representation (AMR) Annotation Release 3.0
Knight, Kevin; Badarau, Bianca; Baranescu, Laura. - : Linguistic Data Consortium, 2020. : https://www.ldc.upenn.edu, 2020
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5
Parallel Corpus Filtering via Pre-trained Language Models ...
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6
Findings of the IWSLT 2020 Evaluation campaign ...
Ansari, Ebrahim; Axelrod, Amittai; Bach, Nguyen. - : Association for Computational Linguistics, 2020
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7
Abstract Meaning Representation (AMR) Annotation Release 3.0 ...
Knight, Kevin; Badarau, Bianca; Baranescu, Laura. - : Linguistic Data Consortium, 2020
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8
Learning to Pronounce Chinese Without a Pronunciation Dictionary ...
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9
Cross-lingual entity extraction and linking for 300 languages
Pan, Xiaoman. - 2020
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10
Multi-Source Attention for Unsupervised Domain Adaptation.
Bollegala, Danushka; Cui, Xia. - : Association for Computational Linguistics, 2020
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11
Neighbors helping the poor: improving low-resource machine translation using related languages [<Journal>]
Pourdamghani, Nima [Verfasser]; Knight, Kevin [Verfasser]
DNB Subject Category Language
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12
Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling ...
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13
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding ...
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14
Abstract Meaning Representation (AMR) Annotation Release 2.0
Knight, Kevin; Badarau, Bianca; Baranescu, Laura. - : Linguistic Data Consortium, 2017. : https://www.ldc.upenn.edu, 2017
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15
Abstract Meaning Representation (AMR) Annotation Release 2.0 ...
Knight, Kevin; Badarau, Bianca; Baranescu, Laura. - : Linguistic Data Consortium, 2017
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16
Separating Actor-View from Speaker-View Opinion Expressions using Linguistic Features
Wiegand, Michael [Verfasser]; Schulder, Marc [Verfasser]; Ruppenhofer, Josef [Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2016
DNB Subject Category Language
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17
Opinion Holder and Target Extraction on Opinion Compounds – A Linguistic Approach
Wiegand, Michael [Verfasser]; Bocionek, Christine [Verfasser]; Ruppenhofer, Josef [Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2016
DNB Subject Category Language
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18
Leadership discourse as basis and means for developing L2 students into future leaders
Knight, Kevin; Candlin, Chris. - : Reading, UK : Garnet Publishing, 2015
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19
Analysing the discourses of leadership as a basis for developing leadership communication skills in a second or foreign language
Knight, Kevin. - : Sydney, Australia : Macquarie University, 2015
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20
Statistical Techniques for Translating to Morphologically Rich Languages (Dagstuhl Seminar 14061)
Koehn, Philipp; Uszkoreit, Hans; Schmid, Helmut. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2014. : Dagstuhl Reports. Dagstuhl Reports, Volume 4, Issue 2, 2014
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