Large Language Models

MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ACL 2026 Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning ACL 2026 mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code SemEval 2026 MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026 MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following ACL 2026 Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance ACL 2026 Mechanisms of Prompt-Induced Hallucination in Vision–Language Models ACL 2026 Mechanistic Interpretability of Animacy Effects on Structure Choice in GPT-2 CoNLL 2026 MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 Mediocrity is the key for LLM as a Judge Anchor Selection ACL 2026 MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ACL 2026 MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences ACL 2026 Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ACL 2026 Mem2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation ACL 2026 MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning ACL 2026 Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents ACL 2026 MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection ACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ACL 2026 Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning ACL 2026 Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning ACL 2026 MemRec: Collaborative Memory-Augmented Agentic Recommender System ACL 2026 MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search ACL 2026