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Showing 76–100 of 129 papers

TitleStatusHype
CodeMirage: Hallucinations in Code Generated by Large Language Models—0
Test-Driven Development for Code Generation—0
Learning to Reason via Self-Iterative Process Feedback for Small Language Models—0
Textbooks Are All You Need—0
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code—0
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models—0
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer—0
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation—0
USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding—0
The Program Testing Ability of Large Language Models for Code—0
The Stack: 3 TB of permissively licensed source code—0
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision—0
Brevity is the soul of wit: Pruning long files for code generation—0
NExT: Teaching Large Language Models to Reason about Code Execution—0
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement—0
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs—0
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs—0
AceCoder: Utilizing Existing Code to Enhance Code Generation—0
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models—0
Type-Constrained Code Generation with Language Models—0
PLUM: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases—0
SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents—0
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting—0
Prompt Baking—0
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning—0
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