conftrace_

Marcus J. Min

2 papers · 2024–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

ICLR (1) NIPS (1)

Top co-authors

Gail Kaiser (2) Baishakhi Ray (2) Yangruibo Ding (2) Luca Buratti (1) Saurabh Pujar (1) Junfeng Yang (1) Jinjun Peng (1) Suman Jana (1)

Keywords

code generation (1) program analysis (1) semantic reasoning (1) execution reasoning (1) rubber-duck debugging (1) program repair (1) functional description (1) semantic understanding (1) large language model (1) code semantics (1)

Papers

SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NIPS 2024 Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain ICLR 2024