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03/11/2021
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering
Question answering (QA) is an important use case on voice assistants. A ...
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11/08/2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data
Natural language generation (NLG) is a critical component in conversatio...
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04/30/2020
On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning
Pre-trained multilingual contextual embeddings have demonstrated state-o...
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02/12/2020
Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances
We discuss the problem of echographic transcription in autoregressive se...
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08/31/2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
Contextual word embeddings (e.g. GPT, BERT, ELMo, etc.) have demonstrate...
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04/23/2018
A neural interlingua for multilingual machine translation
We incorporate an explicit neural interlingua into a multilingual encode...
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03/28/2017