- Differentiable Open-Ended Commonsense Reasoning [New!!]
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren and William W. Cohen
arXiv:2010.14439 [cs.CL]
- RiddleSense: Answering Riddle Questions as Commonsense Reasoning [New!!]
Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren
- RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
Pei Zhou, Rahul Khanna, Bill Yuchen Lin, Daniel Ho, Xiang Ren and Jay Pujara
arXiv:2005.00782 [cs.CL] accepted to EMNLP 2020 Findings (withdrawn)
- Pre-training Text-to-Text Transformers for Concept-Centric Common Sense [New!!]
Wangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Bill Yuchen Lin, Xiang Ren
(to appear) in Proc. of ICLR 2021
- IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
Wenxuan Zhou, Bill Yuchen Lin and Xiang Ren
(to appear) in Proc. of AAAI 2021
arXiv:2005.02178 [cs.CL]
- CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning [New!!]
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
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The Register
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Tech Xplore
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Techzine
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Radio.com
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ScienceDaily
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USC Viterbi
- Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models [New!!]
Bill Yuchen Lin, Seyeon Lee, Rahul Khanna and Xiang Ren
in Proc. of EMNLP 2020 [Project Page]
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering [New!!]
Yanlin Feng*, Xinyue Chen*, Bill Yuchen Lin, Peifeng Wang, Jun Yan and Xiang Ren
in Proc. of EMNLP 2020 [Github]
- 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]
- 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]
- 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]
- 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]
- 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]
- 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]
- 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]
- Neural Adaptation Layers for Cross-domain Named Entity Recognition.
Bill Yuchen Lin and Wei Lu
in Proc. of EMNLP 2018
[Github]
- 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]
- 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]
- Automatic Extraction of Commonsense LocatedNear Knowledge.
Bill Yuchen Lin*, Frank F. Xu* and Kenny Q. Zhu
in Proc. of ACL 2018
[Github]
- 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]
