Publications
This section contains publications published by ISI over the past several decades.
2021
Modeling" newsworthiness" for lead-generation across corpora
Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara
arXiv preprint arXiv:2104.09653, 2021
Cross-attention is all you need: Adapting pretrained transformers for machine translation
Mozhdeh Gheini, Xiang Ren, Jonathan May
arXiv preprint arXiv:2104.08771, 2021
Macro-average: rare types are important too
Thamme Gowda, Weiqiu You, Constantine Lignos, Jonathan May
arXiv preprint arXiv:2104.05700, 2021
Many-to-English machine translation tools, data, and pretrained models
Thamme Gowda, Zhao Zhang, Chris A Mattmann, Jonathan May
arXiv preprint arXiv:2104.00290, 2021
CaSiNo: A corpus of campsite negotiation dialogues for automatic negotiation systems
Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale Lucas, Jonathan May, Jonathan Gratch
arXiv preprint arXiv:2103.15721, 2021
Multitask learning for class-imbalanced discourse classification
Alexander Spangher, Jonathan May, Sz-rung Shiang, Lingjia Deng
arXiv preprint arXiv:2101.00389, 2021
On the strengths of cross-attention in pretrained transformers for machine translation
Mozhdeh Gheini, Xiang Ren, Jonathan May
arXiv preprint arXiv:2104.08771, 2021
CheckDST: Measuring real-world generalization of dialogue state tracking performance
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
arXiv preprint arXiv:2112.08321, 2021
\textit {StateCensusLaws. org}: A Web Application for Consuming and Annotating Legal Discourse Learning.
Alexander Spangher, Jonathan May
arXiv preprint arXiv:2104.10263, 2021
Know thy strengths: Comprehensive dialogue state tracking diagnostics
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
arXiv preprint arXiv:2112.08321, 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