program synthesis

Cetus: Releasing P4 Programmers from the Chore of Trial and Error Compiling NSDI 2022 Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 Communicating Natural Programs to Humans and Machines NeurIPS 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract) IJCAI 2022 CrossBeam: Learning to Search in Bottom-Up Program Synthesis ICLR 2022 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis NeurIPS 2022 Learning Higher-Order Logic Programs From Failures IJCAI 2022 Learning Logic Programs Though Divide, Constrain, and Conquer AAAI 2022 Learning Program Representations for Food Images and Cooking Recipes CVPR 2022 Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022 Natural Language to Code Translation with Execution EMNLP 2022 Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision COLING 2022 On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022 Open-ended Knowledge Tracing for Computer Science Education EMNLP 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 The impact of lexical and grammatical processing on generating code from natural language ACL 2022 What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 A large-scale benchmark for few-shot program induction and synthesis ICML 2021 Avenir: Managing Data Plane Diversity with Control Plane Synthesis NSDI 2021 BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration ICLR 2021 Constraint-Driven Learning of Logic Programs AAAI 2021 Differentiable Synthesis of Program Architectures NeurIPS 2021 Enforcing Consistency in Weakly Supervised Semantic Parsing ACL 2021