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2020 – today
- 2025
[i8]Annamalai Senthilnathan, Kristjan Arumae, Mohammed Khalilia, Zhengzheng Xing, Aaron Colak:
An Empirical Evaluation of Encoder Architectures for Fast Real-Time Long Conversational Understanding. CoRR abs/2502.12458 (2025)- [i7]Yin Huang, Yifan Ethan Xu, Kai Sun, Vera Yan, Alicia Sun, Haidar Khan, Jimmy Nguyen, Mohammad Kachuee, Zhaojiang Lin, Yue Liu, Aaron Colak, Anuj Kumar, Wen-tau Yih, Xin Luna Dong:
ConfQA: Answer Only If You Are Confident. CoRR abs/2506.07309 (2025) - [i6]Mohammad Kachuee, Teja Gollapudi, Minseok Kim, Yin Huang, Kai Sun, Xiao Yang, Jiaqi Wang, Nirav Shah, Yue Liu, Aaron Colak, Anuj Kumar, Wen-tau Yih, Xin Luna Dong:
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning. CoRR abs/2507.18857 (2025) - [i5]Hongda Jiang, Xinyuan Zhang, Siddhant Garg, Rishab Arora, Shiunzu Kuo, Jiayang Xu, Ankur Bansal, Christopher Brossman, Yue Liu, Aaron Colak, Ahmed Aly, Anuj Kumar, Xin Luna Dong:
Memory-QA: Answering Recall Questions Based on Multimodal Memories. CoRR abs/2509.18436 (2025) - [i4]Kai Zhang, Xinyuan Zhang, Ejaz Ahmed, Hongda Jiang, Caleb Kumar, Kai Sun, Zhaojiang Lin, Sanat Sharma, Shereen Oraby, Aaron Colak, Ahmed Aly, Anuj Kumar, Xiaozhong Liu, Xin Luna Dong:
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval. CoRR abs/2510.10397 (2025) - 2023
- [c1]Daniel Campos, Daniel J. Perry, Samir Joshi, Yashmeet Gambhir, Wei Du, Zhengzheng Xing, Aaron Colak:
Compressing Cross-Lingual Multi-Task Models at Qualtrics. AAAI 2023: 15661-15667 - [i3]Wei Du, Laksh Advani, Yashmeet Gambhir, Daniel J. Perry, Prashant Shiralkar, Zhengzheng Xing, Aaron Colak:
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP. CoRR abs/2309.05619 (2023) - 2022
- [i2]Daniel Campos, Daniel J. Perry, Samir Joshi, Yashmeet Gambhir, Wei Du, Zhengzheng Xing, Aaron Colak:
Compressing Cross-Lingual Multi-Task Models at Qualtrics. CoRR abs/2211.15927 (2022)
2010 – 2019
- 2018
- [i1]Mengqi Jin, Mohammad Taha Bahadori, Aaron Colak, Parminder Bhatia, Busra Celikkaya, Ram Bhakta, Selvan Senthivel, Mohammed Khalilia, Daniel Navarro, Borui Zhang, Tiberiu Doman, Arun Ravi, Matthieu Liger, Taha A. Kass-Hout
:
Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning. CoRR abs/1811.12276 (2018)
Coauthor Index
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