Search Results for author: Wayne Xiong

Found 6 papers, 2 papers with code

Interactive Editing for Text Summarization

1 code implementation5 Jun 2023 Yujia Xie, Xun Wang, Si-Qing Chen, Wayne Xiong, Pengcheng He

Summarizing lengthy documents is a common and essential task in our daily lives.

Text Summarization

Momentum Calibration for Text Generation

no code implementations8 Dec 2022 Xingxing Zhang, Yiran Liu, Xun Wang, Pengcheng He, Yang Yu, Si-Qing Chen, Wayne Xiong, Furu Wei

The input and output of most text generation tasks can be transformed to two sequences of tokens and they can be modeled using sequence-to-sequence learning modeling tools such as Transformers.

Abstractive Text Summarization Text Generation

Session-level Language Modeling for Conversational Speech

no code implementations EMNLP 2018 Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke

We propose to generalize language models for conversational speech recognition to allow them to operate across utterance boundaries and speaker changes, thereby capturing conversation-level phenomena such as adjacency pairs, lexical entrainment, and topical coherence.

Language Modelling speech-recognition +1

Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition

no code implementations21 Jul 2017 Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong

We propose to advance the current state of the art by imposing a modular structure on the neural network, applying a progressive pretraining regimen, and improving the objective function with transfer learning and a discriminative training criterion.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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