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Showing 51–75 of 129 papers

TitleStatusHype
RLTF: Reinforcement Learning from Unit Test FeedbackCode1
LeTI: Learning to Generate from Textual InteractionsCode1
Improving Code Generation by Training with Natural Language FeedbackCode1
ReCode: Robustness Evaluation of Code Generation ModelsCode1
Fault-Aware Neural Code RankersCode1
Program Synthesis with Large Language ModelsCode1
SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization—0
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models—0
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search—0
Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation—0
Self-Correcting Code Generation Using Small Language ModelsCode0
Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach—0
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models—0
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models—0
CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts—0
Type-Constrained Code Generation with Language Models—0
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs—0
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation—0
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs?—0
Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval—0
Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning—0
UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance—0
What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces—0
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment—0
ACECODER: Acing Coder RL via Automated Test-Case Synthesis—0
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