conftrace_

domain-specific language

29 papers

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Also known as

DSL

Co-occurring keywords

program synthesis (233) large language model (13587) code generation (746) few-shot learning (3398) language model (4599) text generation (2913) in-context learning (1405) domain adaptation (4595) reinforcement learning (4352) domain-oriented language model (1)

Papers

From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language ACL 2026
Studying Expert-ese: Profiling and Classification of Domain-Specific Language Variation in Architecture with Traditional Machine Learning and LLMs EACL 2026
MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation AAAI 2026
Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025
SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025
LawToken: a single token worth more than its constituents ACL 2025
Translating Tax Law to Code with LLMs: A Benchmark and Evaluation Framework EMNLP 2025
Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy CVPR 2025
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025
Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025
Gramble: A Tabular Programming Language for Collaborative Linguistic Modeling COLING 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024
Verified Code Transpilation with LLMs NIPS 2024
DocCGen: Document-based Controlled Code Generation EMNLP 2024
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis NIPS 2024
Program Synthesis with Best-First Bottom-Up Search (Abstract Reprint) AAAI 2024
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024
RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents ICML 2023
PDSketch: Integrated Domain Programming, Learning, and Planning NIPS 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022
Programming Network Stack for Middleboxes with Rubik NSDI 2021
Programmatic Strategies for Real-Time Strategy Games AAAI 2021
Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ACL 2021
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020