135 citations · 623 across the 38 of their papers we have counts for
66 papers
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo +6
MIRACL (Multilingual Information Retrieval Across a Continuum of Languages) is a multilingual dataset we have built for the WSDM 2023 Cup challenge that focuses on ad hoc retrieval…
Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021
Xingshan Zeng, Liangyou Li, Qun Liu
This paper describes the system submitted to the IWSLT 2021 Multilingual Speech Translation (MultiST) task from Huawei Noah's Ark Lab. We use a unified transformer architecture for…
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision
Yinpeng Guo, Liangyou Li, Xin Jiang +1
Recently, pre-training multilingual language models has shown great potential in learning multilingual representation, a crucial topic of natural language processing. Prior works g…
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer
Xingshan Zeng, Liangyou Li, Qun Liu
End-to-end simultaneous speech translation (SST), which directly translates speech in one language into text in another language in real-time, is useful in many scenarios but has n…
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
Silin Gao, Ryuichi Takanobu, Wei Peng +2
Task-oriented dialog (TOD) systems typically manage structured knowledge (e.g. ontologies and databases) to guide the goal-oriented conversations. However, they fall short of handl…
Improved OOD Generalization via Adversarial Training and Pre-training
Mingyang Yi, Lu Hou, Jiacheng Sun +4
Recently, learning a model that generalizes well on out-of-distribution (OOD) data has attracted great attention in the machine learning community. In this paper, after defining OO…