Stephen Rawls

37 papers A* 2A 4B 6Journal 16Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
DIAL-SUMMER: A Structured Evaluation Framework of Hierarchical Errors in Dialogue Summaries.
CoRR
Sahana Ramnath, Nima Chitsazan, Mingyang Zhou, Chia-Hsuan Lee, Shixiong Zhang, Stephen Rawls, Sambit Sahu, Sangwoo Cho, Xiang Ren, Genta Indra Winata, Akshaj Kumar Veldanda
2025 J jnl
Continual Pre-training of MoEs: How robust is your router?
CoRR
Benjamin Thérien, Charles-Étienne Joseph, Zain Sarwar, Ashwinee Panda, Anirban Das, Shi-Xiong Zhang, Stephen Rawls, Sambit Sahu, Eugene Belilovsky, Irina Rish
2025 J jnl
Continual Pre-training of MoEs: How robust is your router?
Trans. Mach. Learn. Res.
Benjamin Thérien, Charles-Étienne Joseph, Zain Sarwar, Ashwinee Panda, Anirban Das, Shi-Xiong Zhang, Stephen Rawls, Sambit Sahu, Eugene Belilovsky, Irina Rish
2025 J jnl
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment.
CoRR
Melissa Kazemi Rad, Huy Nghiem, Andy Luo, Sahil Wadhwa, Mohammad Shahed Sorower, Stephen Rawls
2025 B conf
SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation.
IEEE Big Data
Berkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu
2025 J jnl
SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation.
CoRR
Berkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu
2024 — conf
Dense Backpropagation Improves Routing for Sparsely-Gated Mixture-of-Experts.
ENLSP
Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Stephen Rawls, Supriyo Chakraborty, Tom Goldstein
2024 J jnl
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models.
CoRR
Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade
2024 — conf
StructMoE: Structured Mixture of Experts Using Low Rank Experts.
ENLSP
Zain Sarwar, Ashwinee Panda, Benjamin Thérien, Stephen Rawls, Anirban Das, Kartik Balasubramaniam, Berkcan Kapusuzoglu, Shixiong Zhang, Sambit Sahu, Milind Naphade, Supriyo Chakraborty
2023 — conf
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data.
WACV (Workshops)
Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza
2023 J jnl
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data.
CoRR
Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza
2023 — conf
Translation-Enhanced Multilingual Text-to-Image Generation.
ACL (1)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
2023 J jnl
Translation-Enhanced Multilingual Text-to-Image Generation.
CoRR
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
2023 — conf
Visual Item Selection With Voice Assistants: A systems perspective.
WWW (Companion Volume)
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
2022 A* conf
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
KDD
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
2022 J jnl
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
CoRR
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
2022 J jnl
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.
CoRR
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
2022 — conf
Multimodal Context Carryover.
EMNLP (Industry Track)
Prashan Wanigasekara, Nalin Gupta, Fan Yang, Emre Barut, Zeynab Raeesy, Kechen Qin, Stephen Rawls, Xinyue Liu, Chengwei Su, Spurthi Sandiri
2020 B conf
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding.
CoNLL
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza
2020 J jnl
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding.
CoRR
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza
2019 A conf
A Synthetic Recipe for OCR.
ICDAR
David Etter, Stephen Rawls, Cameron Carpenter, Gregory Sell
2019 J jnl
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2018 — conf
How To Efficiently Increase Resolution in Neural OCR Models.
ASAR
Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan
2018 J jnl
Implicit Language Model in LSTM for OCR.
CoRR
Ekraam Sabir, Stephen Rawls, Prem Natarajan
2017 A conf
1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction.
ICDAR
Huaigu Cao, Stephen Rawls, Prem Natarajan
2017 A conf
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR.
ICDAR
Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan
2017 — conf
Combining deep learning and language modeling for segmentation-free OCR from raw pixels.
ASAR
Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan
2017 B conf
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors.
FG
Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan
2017 — conf
Implicit Language Model in LSTM for OCR.
MOCR@ICDAR
Ekraam Sabir, Stephen Rawls, Prem Natarajan
2016 B conf
Computationally efficient template-based face recognition.
ICPR
Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan
2016 J jnl
Face Recognition Using Deep Multi-Pose Representations.
CoRR
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
2016 A conf
Face recognition using deep multi-pose representations.
WACV
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
2016 B conf
Learning document image binarization from data.
ICIP
Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed
2016 A* conf
Pose-Aware Face Recognition in the Wild.
CVPR
Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan
2015 J jnl
Learning Document Image Binarization from Data.
CoRR
Yue Wu, Stephen Rawls, Wael Abd-Almageed, Premkumar Natarajan
2010 J jnl
Smart sensor demonstration payload.
IEEE Instrum. Meas. Mag.
John L. Schmalzel, Andrew Bracey, Stephen Rawls, Jon Morris, Mark Turowski, Richard Franzl, Fernando Figueroa
2010 B conf
The BBN document analysis service: a platform for multilingual document translation.
Document Analysis Systems
Ehry MacRostie, Rohit Prasad, Stephen Rawls, Matin Kamali, Huaigu Cao, Krishna Subramanian, Premkumar Natarajan