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ORCIDStephen Rawls
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2020 – today
- 2025
[i11]Melissa Kazemi Rad, Huy Nghiem, Andy Luo, Sahil Wadhwa, Mohammad Sorower, Stephen Rawls:
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment. CoRR abs/2501.13080 (2025)- [i10]Benjamin Thérien, Charles-Étienne Joseph, Zain Sarwar, Ashwinee Panda, Anirban Das, Shi-Xiong Zhang, Stephen Rawls, Sambit Sahu, Eugene Belilovsky, Irina Rish:
Continual Pre-training of MoEs: How robust is your router? CoRR abs/2503.05029 (2025) - 2024
- [i9]Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade:
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. CoRR abs/2409.13054 (2024) - 2023
- [c18]Yaoyiran Li
, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) 2023: 9174-9193 - [c17]Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza:
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data. WACV (Workshops) 2023: 390-400 - [c16]Prashan Wanigasekara, Rafid Al-Humaimidi, Turan Gojayev, Niloofar Gheissari, Achal Dave, Stephen Rawls, Fan Yang, Kechen Qin, Nalin Gupta, Spurthi Sandiri, Chevanthie Dissanayake, Zeynab Raeesy, Emre Barut, Chengwei Su:
Visual Item Selection With Voice Assistants: A systems perspective. WWW (Companion Volume) 2023: 500-507 - [i8]Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza:
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data. CoRR abs/2304.02080 (2023) - [i7]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR abs/2305.19216 (2023) - 2022
- [c15]Prashan Wanigasekara, Nalin Gupta, Fan Yang, Emre Barut, Zeynab Raeesy, Kechen Qin, Stephen Rawls, Xinyue Liu, Chengwei Su, Spurthi Sandiri:
Multimodal Context Carryover. EMNLP (Industry Track) 2022: 417-428 - [c14]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [i6]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i5]Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan:
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR abs/2208.01448 (2022) - 2020
- [c13]Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza:
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding. CoNLL 2020: 496-506 - [i4]Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza:
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding. CoRR abs/2010.03714 (2020)
2010 – 2019
- 2019
- [j2]Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Toy Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard G. Medioni, Louis-Philippe Morency, Prem Natarajan, Ram Nevatia:
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 379-393 (2019) - [c12]David Etter, Stephen Rawls, Cameron Carpenter, Gregory Sell:
A Synthetic Recipe for OCR. ICDAR 2019: 864-869 - 2018
- [c11]Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan:
How To Efficiently Increase Resolution in Neural OCR Models. ASAR 2018: 140-144 - [i3]Ekraam Sabir, Stephen Rawls, Prem Natarajan:
Implicit Language Model in LSTM for OCR. CoRR abs/1805.09441 (2018) - 2017
- [c10]Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan:
Combining deep learning and language modeling for segmentation-free OCR from raw pixels. ASAR 2017: 119-123 - [c9]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan:
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors. FG 2017: 222-229 - [c8]Ekraam Sabir, Stephen Rawls, Prem Natarajan:
Implicit Language Model in LSTM for OCR. MOCR@ICDAR 2017: 27-31 - [c7]Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan:
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR 2017: 155-160 - [c6]Huaigu Cao, Stephen Rawls, Prem Natarajan:
1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. ICDAR 2017: 977-982 - 2016
- [c5]Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan:
Pose-Aware Face Recognition in the Wild. CVPR 2016: 4838-4846 - [c4]Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed:
Learning document image binarization from data. ICIP 2016: 3763-3767 - [c3]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan:
Computationally efficient template-based face recognition. ICPR 2016: 1424-1429 - [c2]Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni:
Face recognition using deep multi-pose representations. WACV 2016: 1-9 - [i2]Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni:
Face Recognition Using Deep Multi-Pose Representations. CoRR abs/1603.07388 (2016) - 2015
- [i1]Yue Wu, Stephen Rawls, Wael Abd-Almageed, Premkumar Natarajan:
Learning Document Image Binarization from Data. CoRR abs/1505.00529 (2015) - 2010
- [j1]John L. Schmalzel, Andrew Bracey, Stephen Rawls, Jon Morris, Mark Turowski, Richard Franzl, Fernando Figueroa:
Smart sensor demonstration payload. IEEE Instrum. Meas. Mag. 13(5): 8-15 (2010) - [c1]Ehry MacRostie, Rohit Prasad, Stephen Rawls, Matin Kamali, Huaigu Cao, Krishna Subramanian, Premkumar Natarajan:
The BBN document analysis service: a platform for multilingual document translation. Document Analysis Systems 2010: 447-454
Coauthor Index
aka: Prem Natarajan
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