Application Areas

Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges AAAI 2025 Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025 Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations EMNLP 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025 Language Models Predict Empathy Gaps Between Social In-groups and Out-groups NAACL 2025 Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice ICLR 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Laplace Sample Information: Data Informativeness Through a Bayesian Lens ICLR 2025 Large Convolutional Model Tuning via Filter Subspace ICLR 2025 Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025 Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition EMNLP 2025 Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization EMNLP 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility ICCV 2025 Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025 La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation ICML 2025