Therefore, this paper correspondingly establishes new methods and new datasets for MMT.
The punctuation restoration task aims to correctly punctuate the output transcriptions of automatic speech recognition systems.
This paper describes the Volctrans' submission to the WMT21 news translation shared task for German->English translation.
Given a usually long speech sequence, we develop an efficient monotonic segmentation module inside an encoder-decoder model to accumulate acoustic information incrementally and detect proper speech unit boundaries for the input in speech translation task.
Developing a unified multilingual model has long been a pursuit for machine translation.
With the rapid development in online education, knowledge tracing (KT) has become a fundamental problem which traces students' knowledge status and predicts their performance on new questions.
Ranked #7 on Knowledge Tracing on EdNet
Although existing works formulate this problem into a centralized learning with decentralized execution framework, which avoids the non-stationary problem in training, their decentralized execution paradigm limits the agents' capability to coordinate.
Knowledge base is one of the main forms to represent information in a structured way.
We introduce Texygen, a benchmarking platform to support research on open-domain text generation models.