Search Results - "Shen, Qinlan"

A Set of Recommendations for Assessing Human–Machine Parity in Language Translation by Läubli, Samuel, Castilho, Sheila, Neubig, Graham, Sennrich, Rico, Shen, Qinlan, Toral, Antonio

“…The quality of machine translation has increased remarkably over the past years, to the degree that it was found to be indistinguishable from professional…”
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Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT by Ali, Muhammad, Panda, Swetasudha, Shen, Qinlan, Wick, Michael, Kobren, Ari

“…In the current landscape of language model research, larger models, larger datasets and more compute seems to be the only way to advance towards intelligence…”
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MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models by Guo, Mandy, Yang, Yinfei, Cer, Daniel, Shen, Qinlan, Constant, Noah

“…Retrieval question answering (ReQA) is the task of retrieving a sentence-level answer to a question from an open corpus (Ahmad et al.,2019).This paper presents…”
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A Set of Recommendations for Assessing Human-Machine Parity in Language Translation by Läubli, Samuel, Castilho, Sheila, Neubig, Graham, Sennrich, Rico, Shen, Qinlan, Toral, Antonio

“…Journal of Artificial Intelligence Research 67 (2020) 653-672 The quality of machine translation has increased remarkably over the past years, to the degree…”
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Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax by Yang, Yinfei, Abrego, Gustavo Hernandez, Yuan, Steve, Guo, Mandy, Shen, Qinlan, Cer, Daniel, Sung, Yun-hsuan, Strope, Brian, Kurzweil, Ray

“…In this paper, we present an approach to learn multilingual sentence embeddings using a bi-directional dual-encoder with additive margin softmax. The…”
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Attentive Interaction Model: Modeling Changes in View in Argumentation by Jo, Yohan, Poddar, Shivani, Jeon, Byungsoo, Shen, Qinlan, Rose, Carolyn P, Neubig, Graham

“…We present a neural architecture for modeling argumentative dialogue that explicitly models the interplay between an Opinion Holder's (OH's) reasoning and a…”
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Effective Parallel Corpus Mining using Bilingual Sentence Embeddings by Guo, Mandy, Shen, Qinlan, Yang, Yinfei, Ge, Heming, Cer, Daniel, Abrego, Gustavo Hernandez, Stevens, Keith, Constant, Noah, Sung, Yun-Hsuan, Strope, Brian, Kurzweil, Ray

“…This paper presents an effective approach for parallel corpus mining using bilingual sentence embeddings. Our embedding models are trained to produce similar…”
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