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Showing 101–150 of 264 papers

TitleStatusHype
ContraCLM: Contrastive Learning For Causal Language ModelCode1
Fault-Aware Neural Code RankersCode1
Turning the Tide: Repository-based Code Reflection—0
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
AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System NeedCode0
Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation—0
SwiftEval: Developing a Language-Specific Benchmark for LLM-generated Code Evaluation—0
Actor-Critic based Online Data Mixing For Language Model Pre-Training—0
Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach—0
Self-Correcting Code Generation Using Small Language ModelsCode0
An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks—0
Evaluating Large Language Models for Code Review—0
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models—0
From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation?—0
Prior Prompt Engineering for Reinforcement Fine-Tuning—0
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained SettingsCode0
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models—0
Enhancing Code Generation via Bidirectional Comment-Level Mutual GroundingCode0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts—0
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis—0
The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models—0
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement—0
Type-Constrained Code Generation with Language Models—0
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs—0
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency—0
Can LLMs Enable Verification in Mainstream Programming?—0
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models—0
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol—0
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs?—0
ThrowBench: Benchmarking LLMs by Predicting Runtime ExceptionsCode0
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge—0
Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval—0
UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance—0
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising QualityCode0
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment—0
Large Language Model Guided Self-Debugging Code Generation—0
ACECODER: Acing Coder RL via Automated Test-Case Synthesis—0
Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities—0
CoCoNUT: Structural Code Understanding does not fall out of a treeCode0
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks—0
Leveraging Metamemory Mechanisms for Enhanced Data-Free Code Generation in LLMs—0
Guided Code Generation with LLMs: A Multi-Agent Framework for Complex Code Tasks—0
Dafny as Verification-Aware Intermediate Language for Code Generation—0
InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion—0
Dynamic Scaling of Unit Tests for Code Reward Modeling—0
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity—0
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