Driven answer generation for product-related questions in e-commerce S Chen, C Li, F Ji, W Zhou, H Chen Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019 | 53 | 2019 |
The RWTH ASR system for TED-LIUM release 2: Improving hybrid HMM with specaugment W Zhou, W Michel, K Irie, M Kitza, R Schlüter, H Ney ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 52 | 2020 |
Transfer learning for context-aware question matching in information-seeking conversations in e-commerce M Qiu, L Yang, F Ji, W Zhao, W Zhou, J Huang, H Chen, WB Croft, W Lin arXiv preprint arXiv:1806.05434, 2018 | 42 | 2018 |
Phoneme based neural transducer for large vocabulary speech recognition W Zhou, S Berger, R Schlüter, H Ney ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 38 | 2021 |
Lstm language models for lvcsr in first-pass decoding and lattice-rescoring E Beck, W Zhou, R Schlüter, H Ney arXiv preprint arXiv:1907.01030, 2019 | 34 | 2019 |
Mell: Large-scale extensible user intent classification for dialogue systems with meta lifelong learning C Wang, H Pan, Y Liu, K Chen, M Qiu, W Zhou, J Huang, H Chen, W Lin, ... Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 26 | 2021 |
Mixed-phoneme bert: Improving bert with mixed phoneme and sup-phoneme representations for text to speech G Zhang, K Song, X Tan, D Tan, Y Yan, Y Liu, G Wang, W Zhou, T Qin, ... arXiv preprint arXiv:2203.17190, 2022 | 25 | 2022 |
On language model integration for rnn transducer based speech recognition W Zhou, Z Zheng, R Schlüter, H Ney ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 24 | 2022 |
Arobert: An asr robust pre-trained language model for spoken language understanding C Wang, S Dai, Y Wang, F Yang, M Qiu, K Chen, W Zhou, J Huang IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 1207-1218, 2022 | 23 | 2022 |
Efficient training of neural transducer for speech recognition W Zhou, W Michel, R Schlüter, H Ney arXiv preprint arXiv:2204.10586, 2022 | 22 | 2022 |
Alime mkg: A multi-modal knowledge graph for live-streaming e-commerce G Xu, H Chen, FL Li, F Sun, Y Shi, Z Zeng, W Zhou, Z Zhao, J Zhang Proceedings of the 30th acm international conference on information …, 2021 | 21 | 2021 |
A deep relevance model for zero-shot document filtering C Li, W Zhou, F Ji, Y Duan, H Chen Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 20 | 2018 |
Acoustic data-driven subword modeling for end-to-end speech recognition W Zhou, M Zeineldeen, Z Zheng, R Schlüter, H Ney arXiv preprint arXiv:2104.09106, 2021 | 19 | 2021 |
A systematic comparison of grapheme-based vs. phoneme-based label units for encoder-decoder-attention models M Zeineldeen, A Zeyer, W Zhou, T Ng, R Schlüter, H Ney arXiv preprint arXiv:2005.09336, 2020 | 18 | 2020 |
HMM vs. CTC for automatic speech recognition: Comparison based on full-sum training from scratch T Raissi, W Zhou, S Berger, R Schlüter, H Ney 2022 IEEE Spoken Language Technology Workshop (SLT), 287-294, 2023 | 16 | 2023 |
Stylized data-to-text generation: A case study in the e-commerce domain L Jing, X Song, X Lin, Z Zhao, W Zhou, L Nie ACM Transactions on Information Systems 42 (1), 1-24, 2023 | 14 | 2023 |
Full-sum decoding for hybrid hmm based speech recognition using LSTM language model W Zhou, R Schlüter, H Ney ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 14 | 2020 |
An attention-based deep relevance model for few-shot document filtering B Liu, C Li, W Zhou, F Ji, Y Duan, H Chen ACM Transactions on Information Systems (TOIS) 39 (1), 1-35, 2020 | 12 | 2020 |
Robust beam search for encoder-decoder attention based speech recognition without length bias W Zhou, R Schlüter, H Ney arXiv preprint arXiv:2005.09265, 2020 | 11 | 2020 |
Equivalence of segmental and neural transducer modeling: A proof of concept W Zhou, A Zeyer, A Merboldt, R Schlüter, H Ney arXiv preprint arXiv:2104.06104, 2021 | 10 | 2021 |