Link Search Menu Expand Document

All Papers Common Sense Reasoning Information Extraction Other Topics

Publications (in chronological order)

TOC by Topics

Preprints

2021

  1. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
    ✍️ Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren
    🏢 (to appear) in Proc. of ACL 2021

  2. RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge
    ✍️ Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren
    🏢 (to appear) in Proc. of ACL 2021 Findings

  3. Differentiable Open-Ended Commonsense Reasoning
    ✍️ Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren and William W. Cohen
    🏢 in Proc. of NAACL 2021 [🖼️ Slides]   [🎦 Video]   [💾 Github]   [📃 Project Page]

  4. Pre-training Text-to-Text Transformers for Concept-Centric Common Sense
    ✍️ Wangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Bill Yuchen Lin, Xiang Ren
    🏢 in Proc. of ICLR 2021  [💾 Github]

  5. IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
    ✍️ Wenxuan Zhou, Bill Yuchen Lin and Xiang Ren
    🏢 in Proc. of AAAI 2021

2020

  1. CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning
    ✍️ Bill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi and Xiang Ren
    🏢 in Proc. of EMNLP 2020 Findings    (a shorter version accepted to AKBC 2020’s non-archival track)
    [📃 Project Page]
    Media coverage : The Register , Tech Xplore , Techzine , Radio.com , ScienceDaily , USC Viterbi

  2. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin, Seyeon Lee, Rahul Khanna and Xiang Ren
    🏢 in Proc. of EMNLP 2020
    [📃 Project Page]

  3. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
    ✍️ Yanlin Feng*, Xinyue Chen*, Bill Yuchen Lin, Peifeng Wang, Jun Yan and Xiang Ren
    🏢 in Proc. of EMNLP 2020
    [💾 Github]

  4. 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]
  5. 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]

  6. 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]

  7. 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]

  8. 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]

2019

  1. KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning.
    ✍️ Bill Yuchen Lin, Xinyue Chen, Jamin Chen and Xiang Ren
    🏢 in Proc. of EMNLP-IJCNLP 2019
    [💾 Github]
  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]

2018

  1. Neural Adaptation Layers for Cross-domain Named Entity Recognition.
    ✍️ Bill Yuchen Lin and Wei Lu
    🏢 in Proc. of EMNLP 2018
    [💾 Github]
  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]
  4. Automatic Extraction of Commonsense LocatedNear Knowledge.
    ✍️ Bill Yuchen Lin*, Frank F. Xu* and Kenny Q. Zhu
    🏢 in Proc. of ACL 2018
    [💾 Github]

2017

  1. 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]

Back to top

Page last modified: Jun 6 2021.