Foundation Models

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts COLING 2025 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 Self-supervised learning of speech representations with Dutch archival data Interspeech 2025 Self-Supervised Prompt Optimization EMNLP 2025 Self-Training Large Language Models with Confident Reasoning EMNLP 2025 SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations CVPR 2025 Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025 Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization AAAI 2025 Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025 Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors ICLR 2025 SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 Semi-supervised Fine-tuning for Large Language Models NAACL 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models ICML 2025 SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition EMNLP 2025 SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025 seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs EMNLP 2025 Serial Position Effects of Large Language Models ACL 2025 SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation NAACL 2025 SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training ICML 2025 SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment ACL 2025 Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025