program generation

Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective ACL 2026 Learning to Parse and Reconstruct: Bidirectional Modeling of Question-to-Program Mapping AAAI 2026 ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025 AutoPresent: Designing Structured Visuals from Scratch CVPR 2025 DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints ICLR 2025 GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code ICML 2025 ProgCo: Program Helps Self-Correction of Large Language Models ACL 2025 SBSC: Step-by-Step Coding for Improving Mathematical Olympiad Performance ICLR 2025 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning COLING 2024 A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis ICLR 2024 Can LLMs Reason in the Wild with Programs? EMNLP 2024 Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data EMNLP 2024 Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024 Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024 Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning NAACL 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NeurIPS 2024 CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation ACL 2023 Revisiting the Evaluation of Deep Learning-Based Compiler Testing IJCAI 2023 Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023 ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing AAAI 2022 ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NeurIPS 2022 Learning Program Representations for Food Images and Cooking Recipes CVPR 2022