Large Language Models

Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ACL 2026 EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ACL 2026 EgoMind: Activating Spatial Cognition through Linguistic Reasoning in MLLMs CVPR 2026 EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ACL 2026 EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions ACL 2026 Eigenvalue Calibration for Semantic Embeddings of Large Language Models UAI 2026 Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models ACL 2026 EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026 Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026 Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 2026 Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization ACL 2026 Empowering Tabular Data Preparation with Language Models: Why and How? ACL 2026 Enabling Agents to Communicate Entirely in Latent Space ACL 2026 End-to-End Optimization of LLM-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning ACL 2026 Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ACL 2026 Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation ACL 2026 Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ACL 2026 EpiCaR: Knowing What You Don’t Know Matters for Better Reasoning in LLMs ACL 2026 EQUIP: EQUivariant preserving In-Place updates for Efficient Token Pruning ACL 2026 EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning ACL 2026 Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models ACL 2026 Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection ACL 2026 Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation ACL 2026 ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ACL 2026