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Publications
Non-Archival Tech Reports
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SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
โ๏ธใBill Yuchen Lin, Yicheng Fu, Karina Yang, Prithviraj Ammanabrolu, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Yejin Choi, Xiang Ren
๐ขใarXiv -
Faith and Fate: Limits of Transformers on Compositionality
โ๏ธใNouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin,
Sean Welleck, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena D. Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, Yejin Choi
๐ขใarXiv -
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning
โ๏ธใXiming Lu, Faeze Brahman, Peter West, Jaehun Jang, Khyathi Chandu, Abhilasha Ravichander, Lianhui Qin, Prithviraj Ammanabrolu,
Liwei Jiang, Sahana Ramnath, Nouha Dziri, Jillian Fisher, Bill Yuchen Lin, Skyler Hallinan, Xiang Ren, Sean Welleck, Yejin Choi
๐ขใarXiv
2023
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LLM-Blender: Ensembling Large Language Models with Pairwise Comparison and Generative Fusion
โ๏ธใDongfu Jiang, Xiang Ren, Bill Yuchen Lin
๐ขใto appear in Proc. of ACL 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 -
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
๐ขใin Proc. of EACL 2023, also presented at TrustNLP @ NAACL 2021 (best paper award) -
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
โ๏ธใ442 authors including Bill Yuchen Lin
ย [๐พ Github]
๐ขใin TMLR2022
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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
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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
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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]