Large Language Models

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 FINER: MLLMs Hallucinate under Fine-grained Negative Queries CVPR 2026 FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models ACL 2026 Fingerprinting LLMs via Prompt Injection ACL 2026 FinHarmBench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation ACL 2026 FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph ACL 2026 FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking ACL 2026 FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure ACL 2026 FinSight: Towards Real-World Financial Deep Research ACL 2026 First Logit Boosting: Visual Grounding Method to Mitigate Object Hallucination in Large Vision-Language Models CVPR 2026 Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models ACL 2026 FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner ACL 2026 FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026 Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs ACL 2026 FlexGuard: Continuous Risk Scoring for Strictness-Adaptive LLM Content Moderation ACL 2026 FlexLLM: Token-Level Co-Serving of LLM Inference and Finetuning with SLO Guarantees NSDI 2026 Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs ACL 2026 FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks ACL 2026 Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing ACL 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026 FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning ACL 2026 Forget What Matters, Keep the Rest: Selective Unlearning of Informative Tokens ACL 2026 FormalScience: Scalable Human-in-the-Loop Autoformalisation of Science with Agentic Code Generation in Lean ACL 2026