Celine Lee

PhD student @ Cornell University, advised by Sasha Rush. I work on questions in natural language and programming language semantics and reasoning.

Previously: BSE & MSE @ University of Pennsylvania, 2020, where I worked with Dan Roth and Justin Gottschlich.

My CV

Publications and Patents

The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? (Alex Gu, Celine Lee*, Wen-Ding Li*, Naman Jain*, Theo X. Olausson*, Koushik Sen, Armando Solar-Lezama). website. pre-print.

Guess & Sketch: Language Model Guided Transpilation. (Celine Lee, Abdulrahman Mahmoud, Michal Kurek, Simone Campanoni, David Brooks, Stephen Chong, Gu-Yeon Wei, Alexander Rush). 2024 International Conference on Learning Representations (ICLR) arXiv pre-print.

Mixture of Soft Prompts for Controllable Data Generation. (Derek Chen, Celine Lee, Yunan Lu, Domenic Rosati, Zhou Yu). 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Findings arXiv pre-print.

Batched Vectorized Earley Parsing. (Celine Lee, Alexander M. Rush). Presented at the 2023 Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL). Poster.

A Survey on Semantic Parsing for Machine Programming. (Celine Lee, Justin Gottschlich, Dan Roth). Presented at the 2021 KDD Workshop on Programming Language Processing. arXiv PLP Workshop

METHODS AND APPARATUS TO IMPROVE DATA QUALITY FOR ARTIFICIAL INTELLIGENCE (USPTO App. No. 17/540050)

METHODS AND APPARATUS TO TRAIN MODELS FOR PROGRAM SYNTHESIS (USPTO App. No. 17/551170)

METHODS AND APPARATUS TO DETERMINE REFINED CONTEXT FOR SOFTWARE BUG DETECTION AND CORRECTION (USPTO App. No. 17/554918)

METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO GENERATE COMMAND LISTS TO BE OFFLOADED TO ACCELERATOR CIRCUITRY (USPTO App. No. 17/559556)

Software

• Semantic Role Labeling (English) (Spanish)

Writing

Bird Saturday (March 2024) pdf

Playlists (on Nostalgia) (December 2023) pdf in REMINIS-ZINE

So You Want To Stick Googly Eyes On There (November 2023) pdf

Donut Wheel (October 2023) pdf

Trinkets (September 2023) pdf

Please Be Seated (July 2023) pdf

Dear Kohlrabi (April 2023) Published in Yale Paprika! Vol.8 Iss.6

Sidewalk Politics (October 2022) Published in Yale Paprika! Vol.8 Iss.2

Smelly Colors (September 2022) Medium blog post

The Vowel Trapezoid (December 2021) Medium blog post

My first study of "grounding" natural language in code on StackOverflow (December 2021) Medium blog post

Misc.

I play volleyball.

I do some arts and crafts..

See slides from reading group, seminar, etc. presentations I have given here.

A running list of what-to-do ideas when you need some inspiration. Use them if that's fun for you