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Ensheng Shi

3 papers · 2021–2025 · 2 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 · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1)

Top co-authors

Shi Han (2) Yanlin Wang (2) Hongbin Sun (2) Hongyu Zhang (2) Dongmei Zhang (2) Lun Du (2) Wei Tao (1) Gaoxiong Cao (1) Meishan Zhang (1) Jun Yu (1)

Research topics

Artificial Intelligence (2) Computer Science (2) Deep Learning (2) Natural Language Processing (2) Applications (2) Generation (2) Learning Types · Deep Learning (2) Machine Learning (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Techniques (1)

Keywords

code generation (2) progressive learning (1) syntactic information (1) semantic similarity (1) recursive neural network (1) instruction fine-tuning (1) retrieval-augmented generation (1) retrieval augmentation (1) code optimization (1) programming language (1) code summarization (1) seq2seq model (1) abstract syntax tree (1) code acceleration (1) tree editing (1) commit message generation (1) large language model (1) neural network (1) bidirectional tree (1) code diff (1)

Papers

Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 RACE: Retrieval-augmented Commit Message Generation EMNLP 2022 CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP 2021