Publications
This section contains publications published by ISI over the past several decades.
2021
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
Dong-Ho Lee, Akshen Kadakia, Kangmin Tan, Mahak Agarwal, Xinyu Feng, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
ACL 2022, 2021
Improving Text Auto-Completion with Next Phrase Prediction
Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee
EMNLP 2021 Findings, 2021
Speaker turn modeling for dialogue act classification
Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani
arXiv preprint arXiv:2109.05056, 2021
Pattern discovery in time series with byte pair encoding
Nazgol Tavabi, Kristina Lerman
arXiv preprint arXiv:2106.00614, 2021
Detecting polarized topics using partisanship-aware contextualized topic embeddings
Zihao He, Negar Mokhberian, António Câmara, Andrés Abeliuk, Kristina Lerman
arXiv preprint arXiv:2104.07814, 2021
Gender disparity in the authorship of biomedical research publications during the COVID-19 pandemic: retrospective observational study
Goran Muric, Kristina Lerman, Emilio Ferrara
Journal of medical Internet research 23 (4), e25379, 2021
Follow the leader: Documents on the leading edge of semantic change get more citations
Sandeep Soni, Kristina Lerman, Jacob Eisenstein
Journal of the Association for Information Science and Technology 72 (4 …, 2021
Emergence of structural inequalities in scientific citation networks
Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman
arXiv preprint arXiv:2103.10944, 2021
Explaining classification performance and bias via network structure and sampling
Lisette Espín‑Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner
A Grounded Approach to Modeling Generic Knowledge Acquisition
Deniz Beser, Joe Cecil, Marjorie Freedman, Jacob Lichtefeld, Mitch Marcus, Sarah Payne, Charles Yang
arXiv preprint arXiv:2105.03207, 2021
Adam: A sandbox for implementing language learning
Ryan Gabbard, Deniz Beser, Jacob Lichtefeld, Joe Cecil, Mitch Marcus, Sarah Payne, Charles Yang, Marjorie Freedman
arXiv preprint arXiv:2105.02263, 2021
Grounding Word Learning Across Situations
Ryan Gabbard, Jacob A Lichtefeld, Deniz Beser, Joe Cecil, Mitch Marcus, Sarah RB Payne, Charles Yang, Marjorie Freedman
Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021
AESOP: Paraphrase generation with adaptive syntactic control
Jiao Sun, Xuezhe Ma, Nanyun Peng
Proceedings of the 2021 conference on empirical methods in natural language …, 2021
Examining and Combating Spurious Features under Distribution Shift
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig
Proceedings of the 38th International Conference on Machine Learning, 2021
Luna: Linear Unified Nested Attention
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS-2021), 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences
Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng
Findings of the 59th Annual Meeting of the Association for Computational …, 2021
Personalized response generation via generative split memory network
Yuwei Wu, Xuezhe Ma, Diyi Yang
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Decoupling Global and Local Representations via Invertible Generative Flows
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H Hovy
Proceedings of 9th International Conference on Learning Representations …, 2021
DiSCoL: Toward engaging dialogue systems through conversational line guided response generation
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng
arXiv preprint arXiv:2102.02191, 2021
Demonstration of a fully neural network based synthetic aperture radar processing pipeline for image formation and analysis
Andrew Rittenbach, John Paul Walters
Sensors, Systems, and Next-Generation Satellites XXV 11858, 98-109, 2021