conftrace_

program generation

30 papers

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Co-occurring keywords

large language model (13587) program synthesis (233) numerical reasoning (145) program execution (28) semantic parsing (960) question answering (2963) equation generation (16) conversational semantic parsing (4) low-data regime (14) compiler testing (2)

Papers

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
ProgCo: Program Helps Self-Correction of Large Language Models ACL 2025
AutoPresent: Designing Structured Visuals from Scratch CVPR 2025
Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning NAACL 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NIPS 2024
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024
Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data EMNLP 2024
Can LLMs Reason in the Wild with Programs? EMNLP 2024
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning COLING 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
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022
Learning Program Representations for Food Images and Cooking Recipes CVPR 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NIPS 2022
Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ACL 2022
ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing AAAI 2022
Value-Agnostic Conversational Semantic Parsing ACL 2021
Value-Agnostic Conversational Semantic Parsing IJCNLP 2021