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conftrace_

code generation

781 papers

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CG

Co-occurring keywords · papers mentioning both

large language model (384) benchmark evaluation (55) program synthesis (53) language model (47) reinforcement learning (34) retrieval-augmented generation (33) instruction tuning (32) software engineering (32) semantic parsing (31) multi-agent system (30)

Papers

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NeurIPS 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021 Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021 Generating Adversarial Computer Programs using Optimized Obfuscations ICLR 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 IOT: Instance-wise Layer Reordering for Transformer Structures ICLR 2021 Learning Structural Edits via Incremental Tree Transformations ICLR 2021 Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy EMNLP 2021 PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models EMNLP 2021 PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NeurIPS 2021 ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021 Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021 Retrieval Augmented Code Generation and Summarization EMNLP 2021 TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer ICML 2021 TreeBERT: A tree-based pre-trained model for programming language UAI 2021 Unified Pre-training for Program Understanding and Generation NAACL 2021 HOPPITY: LEARNING GRAPH TRANSFORMATIONS TO DETECT AND FIX BUGS IN PROGRAMS ICLR 2020 Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020 Learning to Update Natural Language Comments Based on Code Changes ACL 2020 PyMT5: multi-mode translation of natural language and Python code with transformers EMNLP 2020 Recurrent Nested Model for Sequence Generation AAAI 2020 Semantic Scaffolds for Pseudocode-to-Code Generation ACL 2020 Structural Language Models of Code ICML 2020 Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis NeurIPS 2020