Google Scholar Semantic Scholar DBLP ACL Anthology
Publications
Non-Archival Tech Reports
-
PairReranker: Pairwise Reranking for Natural Language Generation
โ๏ธใDongfu Jiang, Bill Yuchen Lin,Xiang Ren
๐ขใarXiv preprint -
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
โ๏ธใ442 authors including Bill Yuchen Lin
ย [๐พ Github] -
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction
โ๏ธใDong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Mahak Agarwal, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren
๐ขใarXiv preprints. Presented at TrustNLP @ NAACL 2021 (best paper award)
2023
- On Grounded Planning for Embodied Tasks with Language Models
โ๏ธใBill Yuchen Lin*, Chengsong Huang*, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren
๐ขใin Proc. of AAAI 2023
2022
-
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality
โ๏ธใPei Zhou, Hyundong J. Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren
๐ขใin Proc. of EMNLP 2022 -
Unsupervised Cross-Task Generalization via Retrieval Augmentation
โ๏ธใBill Yuchen Lin, Kangmin Tan, Chris Miller, Beiwen Tian, Xiang Ren
๐ขใin Proc. of NeurIPS 2022
ย [๐ Project Page] ย [๐พ Github] [๐ผ๏ธ Slides] ย [๐ฆ Video] -
On Continual Model Refinement in Out-of-Distribution Data Streams
โ๏ธใBill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Scott Yih
๐ขใin Proc. of ACL 2022
ย [๐ Project Page] ย [๐พ Github] [๐ผ๏ธ Slides] ย [๐ฆ Video] -
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
โ๏ธใBill Yuchen Lin*, Chaoyang He*, Zihang Zeng, Hulin Wang, Yufen Huang, Mahdi Soltanolkotabi, Xiang Ren*, Salman Avestimehr*
[๐พ Github]
๐ขใin Proc. of NAACL 2022 Findings -
On the Robustness of Reading Comprehension Models to Entity Renaming
โ๏ธใJun Yan, Yang Xiao, Sagnik Mukherjee, Bill Yuchen Lin, Robin Jia, Xiang Ren
๐ขใin Proc. of NAACL 2022
2021
-
CrossFit: A Few-shot Learning Challenge for Cross-Task Generalization in NLP
โ๏ธใQinyuan Ye, Bill Yuchen Lin, Xiang Ren
๐ขใin Proc. of EMNLP 2021
[๐พ Github] -
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning
โ๏ธใXisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren
๐ขใin Proc. of EMNLP 2021 Findings
[๐พ Github] -
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of NER Models
โ๏ธใBill Yuchen Lin, Wenyang Gao, Jun Yan, Ryan Moreno, Xiang Ren
๐ขใin Proc. of EMNLP 2021 (short)
ย [๐ Project Page] -
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
โ๏ธใPei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren
๐ขใin Proc. of EMNLP 2021
ย [๐ Project Page] -
Probing Commonsense Explanation in Dialogue Response Generation
โ๏ธใPei Zhou, Pegah Jandaghi, Hyundong Cho, Bill Yuchen Lin, Jay Pujara, Xiang Ren
๐ขใin Proc. of EMNLP 2021 Findings -
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
โ๏ธใBill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren
๐ขใin Proc. of ACL 2021
[๐พ Github] ย ย [๐ Project Page] -
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge
โ๏ธใBill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren
๐ขใin Proc. of ACL 2021 Findings
[๐พ Github] ย ย [๐ Project Page] -
Differentiable Open-Ended Commonsense Reasoning
โ๏ธใBill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen
๐ขใin Proc. of NAACL 2021
[๐ผ๏ธ Slides] ย ย [๐ฆ Video] ย ย [๐พ Github] ย ย [๐ Project Page] -
Pre-training Text-to-Text Transformers for Concept-Centric Common Sense
โ๏ธใWangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Bill Yuchen Lin, Xiang Ren
๐ขใin Proc. of ICLR 2021 ย
[๐พ Github] -
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
โ๏ธใWenxuan Zhou, Bill Yuchen Lin, Xiang Ren
๐ขใin Proc. of AAAI 2021
2020
-
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning
โ๏ธใBill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren
๐ขใin Proc. of EMNLP 2020 Findings ย ย (presented at AKBC 2020 as a non-archival paper.)
[๐ Project Page]
Media coverage : The Register , Tech Xplore , Techzine , Radio.com , ScienceDaily , USC Viterbi -
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models
โ๏ธใBill Yuchen Lin, Seyeon Lee, Rahul Khanna, Xiang Ren
๐ขใin Proc. of EMNLP 2020 (short)
[๐ Project Page] -
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
โ๏ธใYanlin Feng*, Xinyue Chen*, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren
๐ขใin Proc. of EMNLP 2020
[๐พ Github] - FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents
โ๏ธใBill Yuchen Lin, Ying Sheng, Nguyen Vo and Sandeep Tata
๐ขใin Proc. of KDD 2020 (Research Track)
[๐ผ๏ธ Slides] [๐ฆ Video] -
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition
โ๏ธใBill Yuchen Lin*, Dongho Lee*, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar, Xiang Ren
๐ขใin Proc. of ACL 2020 (short)
[๐ผ๏ธ Slides] ย ย [๐ฆ Video] ย ย [๐พ Github] ย ย [๐ Project Page] -
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling.
โ๏ธใOuyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu, Xiang Ren
๐ขใin Proc. of ACL 2020
[๐พ Github] -
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation
โ๏ธใDong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Jamin Chen, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves, Xiang Ren
๐ขใin Proc. of ACL 2020 (Demo Track)
[๐ Project Page] - NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction.
โ๏ธใWenxuan Zhou, Hongtao Lin, Bill Yuchen Lin, Ziqi Wang, Junyi Du, Leonardo Neves, Xiang Ren
๐ขใin Proc. of TheWebConf (WWW) 2020
Best Paper Runner-up (2/1500+) ย ย [๐พ Github]
2019
- KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning.
โ๏ธใBill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren
๐ขใin Proc. of EMNLP-IJCNLP 2019
[๐พ Github] - AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging.
โ๏ธใBill Yuchen Lin*, Dongho Lee*, Frank F. Xu, Ouyu Lan, Xiang Ren
๐ขใin Proc. of ACL 2019 (Demo Track)
[๐ Project Page]
2018
- Neural Adaptation Layers for Cross-domain Named Entity Recognition.
โ๏ธใBill Yuchen Lin, Wei Lu
๐ขใin Proc. of EMNLP 2018
[๐พ Github] - ExtRA: Extracting Prominent Review Aspects from Customer Feedback.
โ๏ธใZhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu
๐ขใin Proc. of EMNLP 2018
[๐พ Github] - Mining Cross-Cultural Differences and Similarities in Social Media.
โ๏ธใBill Yuchen Lin*, Frank F. Xu*, Kenny Q. Zhu, Seung-won Hwang
๐ขใin Proc. of ACL 2018
[๐พ Github] - Automatic Extraction of Commonsense LocatedNear Knowledge.
โ๏ธใFrank F. Xu*, Bill Yuchen Lin*, Kenny Q. Zhu
๐ขใin Proc. of ACL 2018 (short)
[๐พ Github]
2017
- Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.
โ๏ธใBill Y. Lin*, Frank F. Xu*, Zhiyi Luo, Kenny Q. Zhu
๐ขใin Proc. of EMNLP 2017, Workshop on Noisy User-generated Text
[๐พ Github]