Sidharth Mudgal

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 12

Top Topics

Word Sense Disambiguation

Natural Language Understanding

Design Space Exploration

Top Venues

SIGMOD Conference

Publications

Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami
Controlled Decoding from Language Models. CoRR (2023)
Scott Roy, Cliff Brunk, Kyu-Young Kim, Justin Zhao, Markus Freitag, Mihir Kale, Gagan Bansal, Sidharth Mudgal, Chris Varano
Using Machine Translation to Localize Task Oriented NLG Output. CoRR (2021)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. EMNLP (1) (2021)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. CoRR (2020)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. CoRR (2019)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. NAACL-HLT (1) (2019)
Yash Govind, Pradap Konda, Paul Suganthan G. C., Philip Martinkus, Palaniappan Nagarajan, Han Li, Aravind Soundararajan, Sidharth Mudgal, Jeffrey R. Ballard, Haojun Zhang, Adel Ardalan, Sanjib Das, Derek Paulsen, Amanpreet Singh Saini, Erik Paulson, Youngchoon Park, Marshall Carter, Mingju Sun, Glenn Moo Fung, AnHai Doan
Entity Matching Meets Data Science: A Progress Report from the Magellan Project. SIGMOD Conference (2019)
Sidharth Mudgal, Han Li, Theodoros Rekatsinas, AnHai Doan, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra
Deep Learning for Entity Matching: A Design Space Exploration. SIGMOD Conference (2018)
Jinman Zhao, Sidharth Mudgal, Yingyu Liang
Generalizing Word Embeddings using Bag of Subwords. CoRR (2018)
AnHai Doan, Pradap Konda, Paul Suganthan G. C., Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Han Li, Philip Martinkus, Sidharth Mudgal, Erik Paulson, Haojun Zhang
Toward a System Building Agenda for Data Integration (and Data Science). IEEE Data Eng. Bull. 41 (2) (2018)
Jinman Zhao, Sidharth Mudgal, Yingyu Liang
Generalizing Word Embeddings using Bag of Subwords. EMNLP (2018)
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Sidharth Mudgal, Erik Paulson, Paul Suganthan G. C., Haojun Zhang
Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. HILDA@SIGMOD (2017)
Fahad A. Arshad, Amiya Kumar Maji, Sidharth Mudgal, Saurabh Bagchi
Is Your Web Server Suffering from Undue Stress due to Duplicate Requests? ICAC (2014)