Link Search Menu Expand Document

All Papers Common Sense Reasoning Information Extraction Other Topics

Information Extraction

Table of contents


Named Entity Recognition

  1. TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition
    ✍️ Bill Yuchen Lin*, Dongho Lee*, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar and Xiang Ren
    🏢 in Proc. of ACL 2020
    [📟Slides]   [🎦Video]   [💾Github]   [📃Project Page]

  2. Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling.
    ✍️ Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren
    🏢 in Proc. of ACL 2020
    [💾Github]

  3. Neural Adaptation Layers for Cross-domain Named Entity Recognition.
    ✍️ Bill Yuchen Lin and Wei Lu
    🏢 in Proc. of EMNLP 2018
    [💾Github]

  4. Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.
    ✍️ Bill Y. Lin*, Frank F. Xu*, Zhiyi Luo and Kenny Q. Zhu
    🏢 in Proc. of EMNLP 2017, Workshop on Noisy User-generated Text
    [💾Github]


Relation Extraction

  1. NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction.
    ✍️ Wenxuan Zhou, Hongtao Lin, Bill Yuchen Lin, Ziqi Wang, Junyi Du, Leonardo Neves, Xiang Ren
    🏢 in Proc. of TheWebConf (WWW) 2020
    Best Paper Runner-up (2/1500+)    [💾Github]

  2. Automatic Extraction of Commonsense LocatedNear Knowledge.
    ✍️ Bill Yuchen Lin*, Frank F. Xu* and Kenny Q. Zhu
    🏢 in Proc. of ACL 2018
    [💾Github]


Annotation Frameworks

  1. LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation
    ✍️ Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Jamin Chen, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves and Xiang Ren
    🏢 in Proc. of ACL 2020 (Demo Track)
    [📃Project Page]

  2. AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging.
    ✍️ Bill Yuchen Lin*, Dongho Lee*, Frank F. Xu, Ouyu Lan and Xiang Ren
    🏢 in Proc. of ACL 2019 (Demo Track)
    [📃Project Page]


Web Mining

  1. FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents ✍️ Bill Yuchen Lin, Ying Sheng, Nguyen Vo and Sandeep Tata
    🏢 in Proc. of KDD 2020 (Research Track)
    [📟Slides] [🎦Video]

  2. ExtRA: Extracting Prominent Review Aspects from Customer Feedback.
    ✍️ Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi and Kenny Q. Zhu
    🏢 in Proc. of EMNLP 2018
    [💾Github]

  3. Mining Cross-Cultural Differences and Similarities in Social Media.
    ✍️ Bill Yuchen Lin*, Frank F. Xu*, Kenny Q. Zhu and Seung-won Hwang
    🏢 in Proc. of ACL 2018
    [💾Github]


Back to top

Page last modified: Apr 1 2021.