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Career
·
Researcher
,
Samaya AI
2023–
·
Teaching Assistant (CS 329S)
,
Stanford University
2022–
·
Research Intern
,
Google AI
2019–
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PhD Student
,
Stanford University
2017–2023
·
Research Assistant
,
Cornell University
Publications
(22)
High-Accuracy Low-Precision Training
arXiv.org · 2018
114
cited
Low-Memory Neural Network Training: A Technical Report
arXiv.org · 2019
111
cited
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
International Conference on Learning Representations · 2020
54
cited
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Conference on Innovative Data Systems Research · 2020
49
cited
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text
Conference on Empirical Methods in Natural Language Processing · 2021
29
cited
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems
Proceedings of the VLDB Endowment · 2021
20
cited
Understanding the Downstream Instability of Word Embeddings
Conference on Machine Learning and Systems · 2020
15
cited
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation
2023
14
cited
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2023
13
cited
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval
Findings · 2022
12
cited
Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts
SIGMOD Conference Companion · 2023
4
cited
Machine Solver for Physics Word Problems
2017
4
cited
Generating Synthetic Data for Conversational Music Recommendation Using Random Walks and Language Models
arXiv.org · 2023
3
cited
Conversational Music Retrieval with Synthetic Data
2
cited
High-Accuracy Low-Precision Training High-Accuracy Low-Precision Training
2018
1
cited
Music Genre Classification using Song Lyrics
2021
1
cited
A Comprehensive Evaluation of Biomedical Entity Linking and Normalization Models
2023
Metadata Shaping: Natural Language Annotations for the Long Tail Anonymous
2021
Race-Blind Charging
2021
Selectively Editable Language Models
2021
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Megan Leszczynski | Researcher Profile | Sotabase | Sotabase