Large Language Models

SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models NAACL 2025 ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data SemEval 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SCULPT: Systematic Tuning of Long Prompts ACL 2025 SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework ACL 2025 sDPO: Don’t Use Your Data All at Once COLING 2025 SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025 SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ACL 2025 SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025 SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025 SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages NAACL 2025 SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025 SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025 SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025 Searching for Optimal Solutions with LLMs via Bayesian Optimization ICLR 2025 Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025 Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025 Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer ICLR 2025 SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025 SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding COLING 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ACL 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025