Publications
This section contains publications published by ISI over the past several decades.
2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren
ACL 2021, 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong
ACL 2021, 2021
Proceedings of the First Workshop on Trustworthy Natural Language Processing
Yada Pruksachatkun, Anil Ramakrishna, Kai-Wei Chang, Satyapriya Krishna, Jwala Dhamala, Tanaya Guha, Xiang Ren
Proceedings of the First Workshop on Trustworthy Natural Language Processing, 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
Woojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren, Hamed Firooz
Findings of EMNLP 2021, 3557-3569, 2021
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren, Jiawei Han
NAACL 2021, 4239-4249, 2021
Fednlp: Benchmarking federated learning methods for natural language processing tasks
Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufen Huang, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
arXiv preprint arXiv:2104.08815, 2021
Extract, denoise and enforce: Evaluating and improving concept preservation for text-to-text generation
Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren
arXiv preprint arXiv:2104.08724, 2021
Cardiac Muscle Cell‐Based Coupled Oscillator Network for Collective Computing
Xiang Ren, Jorge Gomez, Mohammad Khairul Bashar, Jiaying Ji, Uryan Isik Can, Hsueh-Chia Chang, Nikhil Shukla, Suman Datta, Pinar Zorlutuna
Advanced Intelligent Systems 3 (4), 2000253, 2021
Social media polarization and echo chambers: A case study of COVID-19
Julie Jiang, Xiang Ren, Emilio Ferrara
Plasmonically calibrated label-free surface-enhanced Raman spectroscopy for improved multivariate analysis of living cells in cancer subtyping and drug testing
Wonil Nam, Xiang Ren, Inyoung Kim, Jeannine Strobl, Masoud Agah, Wei Zhou
Analytical Chemistry 93 (10), 4601-4610, 2021
Studying Strategically: Learning to Mask for Closed-book QA
Qinyuan Ye, Belinda Z Li, Sinong Wang, Benjamin Bolte, Hao Ma, Xiang Ren, Wen-tau Yih, Madian Khabsa
arXiv preprint arXiv:2012.15856, 2021
Differentiable Open-Ended Commonsense Reasoning
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W Cohen
NAACL 2021, 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
NAACL 2021, 2021
Angiogenic factor AGGF1 acts as a tumor suppressor by modulating p53 post-transcriptional modifications and stability via MDM2
Wenxia Si, Bisheng Zhou, Wen Xie, Hui Li, Ke Li, Sisi Li, Wenbing Deng, Pengcheng Shi, Chao Yuan, Tie Ke, Xiang Ren, Xin Tu, Xiaomei Zeng, Britta Weigelt, Brian P Rubin, Qiuyun Chen, Chengqi Xu, Qing Kenneth Wang
Cancer letters 497, 28-40, 2021
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
ICLR 2021, 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren
ICLR 2021, 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren
Findings of ACL 2021, 2021
Alleviate dataset shift problem in fine-grained entity typing with virtual adversarial training
Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren
Proceedings of the Twenty-Ninth International Conference on International …, 2021
One-shot Learning for Temporal Knowledge Graphs
Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan
arXiv preprint arXiv:2010.12144, 2021
A multiplexed ion-exchange membrane-based miRNA (MIX· miR) detection platform for rapid diagnosis of myocardial infarction
Xiang Ren, Bradley W Ellis, George Ronan, Stuart Ryan Blood, Cameron DeShetler, Satyajyoti Senapati, Keith L March, Eileen Handberg, David Anderson, Carl Pepine, Hsueh-Chia Chang, Pinar Zorlutuna
Lab on a Chip 21 (20), 3876-3887, 2021