Adithya Renduchintala

38 papers A 6B 2Misc 1Journal 14Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adversarial Training of Reward Models. CoRR Alexander Bukharin, Haifeng Qian, Shengyang Sun, Adithya Renduchintala, Soumye Singhal, Zhilin Wang, Oleksii Kuchaiev, Olivier Delalleau, Tuo Zhao
2025	J	`jnl`	Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment. CoRR Shengyang Sun, Yian Zhang, Alexander Bukharin, David Mosallanezhad, Jiaqi Zeng, Soumye Singhal, Gerald Shen, Adithya Renduchintala, Tugrul Konuk, Yi Dong, Zhilin Wang, Dmitry Chichkov, Olivier Delalleau, Oleksii Kuchaiev
2024	J	`jnl`	Empowering Federated Learning for Massive Models with NVIDIA FLARE. CoRR Holger R. Roth, Ziyue Xu, Yuan-Ting Hsieh, Adithya Renduchintala, Isaac Yang, Zhihong Zhang, Yuhong Wen, Sean Yang, Kevin Lu, Kristopher Kersten, Camir Ricketts, Daguang Xu, Chester Chen, Yan Cheng, Andrew Feng
2024	—	`conf`	Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying. NAACL-HLT Adithya Renduchintala, Tugrul Konuk, Oleksii Kuchaiev
2023	J	`jnl`	Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying. CoRR Adithya Renduchintala, Tugrul Konuk, Oleksii Kuchaiev
2022	J	`jnl`	Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. CoRR Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li
2021	—	`conf`	Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. ACL/IJCNLP (1) Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab
2021	J	`jnl`	Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. CoRR Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab
2021	J	`jnl`	Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation. CoRR Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab
2021	—	`conf`	Gender bias amplification during Speed-Quality optimization in Neural Machine Translation. ACL/IJCNLP (2) Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab
2021	J	`jnl`	Investigating Failures of Automatic Translation in the Case of Unambiguous Gender. CoRR Adithya Renduchintala, Adina Williams
2021	A	`conf`	Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. EACL Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li
2021	A	`conf`	Quality Estimation without Human-labeled Data. EACL Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
2021	J	`jnl`	Quality Estimation without Human-labeled Data. CoRR Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
2021	A	`conf`	Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms. AISTATS Yilun Zhou, Adithya Renduchintala, Xian Li, Sida Wang, Yashar Mehdad, Asish Ghoshal
2021	—	`conf`	XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. EMNLP (1) Ahmed El-Kishky, Adithya Renduchintala, James Cross, Francisco Guzmán, Philipp Koehn
2020	—	`conf`	An Exploratory Study on Multilingual Quality Estimation. AACL/IJCNLP Shuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia
2020	—	`conf`	Machine Translation quality across demographic dialectal variation in Social Media. AMTA (2) Adithya Renduchintala, Dmitriy Genzel
2019	—	`conf`	A Call for Prudent Choice of Subword Merge Operations in Neural Machine Translation. MTSummit (1) Shuoyang Ding, Adithya Renduchintala, Kevin Duh
2019	J	`jnl`	A Call for Prudent Choice of Subword Merge Operations. CoRR Shuoyang Ding, Adithya Renduchintala, Kevin Duh
2019	—	`conf`	Character-Aware Decoder for Translation into Morphologically Rich Languages. MTSummit (1) Adithya Renduchintala, Pamela Shapiro, Kevin Duh, Philipp Koehn
2019	A	`conf`	Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings. INTERSPEECH Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe, Chunxi Liu, Najim Dehak, Sanjeev Khudanpur
2019	—	`conf`	Simple Construction of Mixed-Language Texts for Vocabulary Learning. BEA@ACL Adithya Renduchintala, Philipp Koehn, Jason Eisner
2019	—	`conf`	Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary. EMNLP/IJCNLP (1) Adithya Renduchintala, Philipp Koehn, Jason Eisner
2018	J	`jnl`	Character-Aware Decoder for Neural Machine Translation. CoRR Adithya Renduchintala, Pamela Shapiro, Kevin Duh, Philipp Koehn
2018	A	`conf`	ESPnet: End-to-End Speech Processing Toolkit. INTERSPEECH Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
2018	J	`jnl`	ESPnet: End-to-End Speech Processing Toolkit. CoRR Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
2018	J	`jnl`	Low Resource Multi-modal Data Augmentation for End-to-end ASR. CoRR Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe, Chunxi Liu, Najim Dehak, Sanjeev Khudanpur
2018	A	`conf`	Multi-Modal Data Augmentation for End-to-end ASR. INTERSPEECH Adithya Renduchintala, Shuoyang Ding, Matthew Wiesner, Shinji Watanabe
2018	J	`jnl`	Multi-Modal Data Augmentation for End-to-end ASR. CoRR Adithya Renduchintala, Shuoyang Ding, Matthew Wiesner, Shinji Watanabe
2018	—	`conf`	The JHU/KyotoU Speech Translation System for IWSLT 2018. IWSLT Hirofumi Inaguma, Xuan Zhang, Zhiqi Wang, Adithya Renduchintala, Shinji Watanabe, Kevin Duh
2017	B	`conf`	Knowledge Tracing in Sequential Learning of Inflected Vocabulary. CoNLL Adithya Renduchintala, Philipp Koehn, Jason Eisner
2016	B	`conf`	Analyzing Learner Understanding of Novel L2 Vocabulary. CoNLL Rebecca Knowles, Adithya Renduchintala, Philipp Koehn, Jason Eisner
2016	—	`conf`	Creating Interactive Macaronic Interfaces for Language Learning. ACL (System Demonstrations) Adithya Renduchintala, Rebecca Knowles, Philipp Koehn, Jason Eisner
2016	—	`conf`	User Modeling in Language Learning with Macaronic Texts. ACL (1) Adithya Renduchintala, Rebecca Knowles, Philipp Koehn, Jason Eisner
2013	Misc	`conf`	Using Machine Learning and HL7 LOINC DO for Classification of Clinical Documents. AMIA Adithya Renduchintala, Amy Zhang, Thomas Polzin, Gilan Saawadi
2007	—	`conf`	Designing for persistent audio conversations in the enterprise. DUX Adithya Renduchintala, Shreeharsh Kelkar, Ajita John, Dorée D. Seligmann
2006	—	`conf`	Creating serendipitous encounters in a geographically distributed community. HCM@MM Adithya Renduchintala, Aisling Kelliher, Hari Sundaram