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74 papers

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Papers

Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 Disambiguating Symbolic Expressions in Informal Documents ICLR 2021 Explainable Natural Language to Bash Translation using Abstract Syntax Tree CoNLL 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021 GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021 Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers ACML 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 Language-Agnostic Representation Learning of Source Code from Structure and Context ICLR 2021 Learning Structural Edits via Incremental Tree Transformations ICLR 2021 Optimal Neural Program Synthesis from Multimodal Specifications EMNLP 2021 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing ACL 2021 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021 TreeBERT: A tree-based pre-trained model for programming language UAI 2021 TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021 Adabot: Fault-Tolerant Java Decompiler (Student Abstract) AAAI 2020 Structural Language Models of Code ICML 2020 TreeGen: A Tree-Based Transformer Architecture for Code Generation AAAI 2020 Coda: An End-to-End Neural Program Decompiler NeurIPS 2019 code2seq: Generating Sequences from Structured Representations of Code ICLR 2019 Learning Programmatic Idioms for Scalable Semantic Parsing EMNLP 2019 Learning to Prove Theorems via Interacting with Proof Assistants ICML 2019 Tree-structured Decoding for Solving Math Word Problems EMNLP 2019 Retrieval-Based Neural Code Generation EMNLP 2018 Abstract Syntax Networks for Code Generation and Semantic Parsing ACL 2017