Shankar Kumar
Authored Publications
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The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Suzhou, China (to appear)
Measuring Re-identification Risk
Travis Dick
Adel Javanmard
Josh Karlin
Gabriel Henrique Nunes
Peilin Zhong
SIGMOD (2023)
SENTENCE-SELECT: LARGE-SCALE LANGUAGE MODEL DATA SELECTION FOR RARE-WORD SPEECH RECOGNITION
Cal Peyser
Ruoming Pang
Submitted to interspeech 2022 (2022) (to appear)
Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model
You-Chi Cheng
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, {IEEE}, pp. 6097-6101
Conciseness: An Overlooked Language Task
Aashish Kumar
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Abu Dhabi
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, pp. 4950-4961
Text Generation with Text-Editing Models
Daniil Mirylenka
Jakub Adamek
Yue Dong
Proceedings of NAACL 2022, ACL
