Large Language Models

From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense ACL 2026 From Weights to Activations: Is Steering the Next Frontier of Adaptation? ACL 2026 From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution ACL 2026 From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference ACL 2026 Frozen LLMs are Native Decoders for High-Norm Semantic Vectors ACL 2026 FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents ACL 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 FusionFlow: Enabling Deep Structural Exploration for Automated Agentic Workflow Generation ACL 2026 Future of Work in the Age of LLMs ACL 2026 G2RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance ACL 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026 GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models ACL 2026 GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ACL 2026 Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data ACL 2026 Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis ACL 2026 GASE: Graph-Aware Semantic Embedding Learning with Frozen LLMs for Text-Attributed Graphs ACL 2026 Gated Differentiable Working Memory for Long-Context Language Modeling ACL 2026 GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks ACL 2026 GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL ACL 2026 GCA Framework: A GCC Countries–Grounded Dataset and Agentic Pipeline for Climate Decision Support ACL 2026 GenBreak: Red Teaming Text-to-Image Generation Using Large Language Models CVPR 2026 Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction ACL 2026 GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling ACL 2026 GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding ACL 2026