publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. ICASSP
    Leveraging large language models for exploiting ASR uncertainty
    Pranay Dighe , Yi Su, Shangshang Zheng , and 4 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing , 2024
    PDF Poster
  2. arXiv
    KGLens: A Parameterized Knowledge Graph Solution to Assess What an LLM Does and Doesn’t Know
    Shangshang Zheng , He Bai , Yizhe Zhang , and 3 more authors
    arXiv preprint arXiv:2312.11539, 2024
    PDF

2022

  1. JMLR
    Tianshou: A highly modularized deep reinforcement learning library
    Jiayi Weng , Huayu Chen , Dong Yan , and 6 more authors
    Journal of Machine Learning Research, 2022
    PDF Code

2021

  1. ACL
    R2D2: Recursive transformer based on differentiable tree for interpretable hierarchical language modeling
    Xiang Hu , Haitao Mi , Zujie Wen , and 4 more authors
    In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) , 2021
    PDF Code

2016

  1. Interspeech
    LSTM-Based NeuroCRFs for Named Entity Recognition
    Marc-Antoine Rondeau , and Yi Su
    In INTERSPEECH , 2016
    PDF

2015

  1. ASRU
    Recent improvements to NeuroCRFs for named entity recognition
    Marc-Antoine Rondeau , and Yi Su
    In 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) , 2015
    PDF Poster
  2. ICASSP
    Full-rank linear-chain neurocrf for sequence labeling
    Marc-Antoine Rondeau , and Yi Su
    In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2015
    PDF Poster

2011

  1. ICASSP
    Bayesian class-based language models
    Yi Su
    In 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2011
    PDF Poster Slides

2010

  1. ICASSP
    Language model adaptation using random forests
    Anoop Deoras , Frederick Jelinek , and Yi Su
    In 2010 IEEE International Conference on Acoustics, Speech and Signal Processing , 2010
    PDF

2009

  1. Thesis
    Knowledge integration into language models: A random forest approach
    Yi Su
    2009
    PDF Slides
  2. EMNLP
    Model adaptation via model interpolation and boosting for web search ranking
    Jianfeng Gao , Qiang Wu , Chris Burges , and 5 more authors
    In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing , 2009
    PDF

2008

  1. SpeechProsody
    Exploiting prosodic breaks in language modeling with random forests
    Yi Su, and Frederick Jelinek
    In Speech Prosody , 2008
    PDF Poster

2007

  1. Interspeech
    Large-scale random forest language models for speech recognition.
    Yi Su, Frederick Jelinek , and Sanjeev Khudanpur
    In INTERSPEECH , 2007
    PDF Code Slides
  2. ASRU
    Investigating linguistic knowledge in a maximum entropy token-based language model
    Jia Cui , Yi Su, Keith Hall , and 1 more author
    In 2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU) , 2007
    PDF

2005

  1. Interspeech
    Accent detection and speech recognition for Shanghai-accented Mandarin
    Yanli Zheng , Richard Sproat , Liang Gu , and 6 more authors
    In Interspeech , 2005
    PDF

2004

  1. Workshop
    Dialectal Chinese speech recognition
    Richard Sproat , Liang Gu , Jing Li , and 8 more authors
    In CLSP Summer Workshop , 2004
    PDF Website

2001

  1. Interspeech
    Design of a semantic parser with support to ellipsis resolution in a Chinese spoken language dialogue system
    Yi Su, Fang Zheng , and Yinfei Huang
    In Seventh European Conference on Speech Communication and Technology , 2001
    PDF

2000

  1. TREC
    TREC-9 CLIR Experiments at MSRCN.
    Jianfeng Gao , Jian-Yun Nie , Jian Zhang , and 4 more authors
    In TREC , 2000
    PDF