Large Language Models

ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants ACL 2026 Should You Use Your Large Language Model to Explore or Exploit? UAI 2026 Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models ACL 2026 SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems ACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 SimPBL: A Multi-Agent Framework for Project-Based Learning ACL 2026 Simple Is Better: Multiplication May Be All You Need for LLM Request Scheduling OSDI 2026 Simulated Students in Tutoring Dialogues: Substance or Illusion? ACL 2026 SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More CVPR 2026 SLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding ACL 2026 SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning ACL 2026 SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based Humor SemEval 2026 SLR: Automated Synthesis for Scalable Logical Reasoning ACL 2026 SMAP: Semantic Route Planning with Map-Grounded Multimodal Alignment CVPR 2026 Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive Hardware-in-the-Loop Testing ACL 2026 SMART: Evaluating LLMs’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark ACL 2026 SMARTTalk: Teaching SMART Logs to Talk to LLMs OSDI 2026 SMILE-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter ACL 2026 SOAR: Supervision from Observation for Agentic Reinforcement Learning ACL 2026 Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives ACL 2026 Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning ACL 2026 Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier ACL 2026 SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling ACL 2026 SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models ACL 2026 SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning ACL 2026