Publications
This section contains publications published by ISI over the past several decades.
2021
On the Influence of Masking Policies in Intermediate Pre-training
Qinyuan Ye, Belinda Z Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa
EMNLP 2021, 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning
Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren
EMNLP 2021, 2021
Discretized Integrated Gradients for Explaining Language Models
Soumya Sanyal, Xiang Ren
EMNLP 2021, 2021
Modality-specific Distillation
Woojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren, Hamed Firooz
Findings of EMNLP 2021, 2021
Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation
Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren
EMNLP 2021, 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, Xiang Ren
ACL 2021, 4636-4650, 2021
Semi-automated protocol disambiguation and code generation
Jane Yen, Tamás Lévai, Qinyuan Ye, Xiang Ren, Ramesh Govindan, Barath Raghavan
Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 272-286, 2021
Improving Counterfactual Generation for Fair Hate Speech Detection
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani
The 5th Workshop on Online Abuse and Harms (WOAH 2021), 2021
Learning to Generate Task-specific Adapters from Task Description
Qinyuan Ye, Xiang Ren
Findings of ACL 2021, 2021
Do Language Models Perform Generalizable Commonsense Inference?
Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren
ACL 2021, 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