Celine Lee

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

EMNLP (2) ICLR (2) ACL (1) IJCNLP (1)

Top co-authors

Alexander M Rush (3) Abdulrahman Mahmoud (2) Nan Jiang (1) Michal Kurek (1) Theo Olausson (1) Derek Chen (1) Alex Gu (1) Domenic Rosati (1) Claire Cardie (1) Keyon Vafa (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Natural Language Processing (3) Generation (3) Application Areas (2) Computer Science (1) Deep Learning (1) Applications (1) Learning Types (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

code generation (3) chain-of-thought reasoning (1) text generation (1) language modeling (1) parameter-efficient fine-tuning (1) controllable generation (1) soft prompt (1) code transpilation (1) software testing (1) program correctness (1) code translation (1) data generation (1) text augmentation (1) unit test (1) semantic equivalence (1) task complexity (1) reasoning length (1) verbalized reasoning (1) optimal reasoning (1) model understanding (1)

Papers

Commit0: Library Generation from Scratch ICLR 2025 Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees EMNLP 2025 Guess & Sketch: Language Model Guided Transpilation ICLR 2024 The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? ACL 2024 Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023