Foundation Models

Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CoNLL 2025 Compositional Phoneme Approximation for L1-Grounded L2 Pronunciation Training IJCNLP 2025 Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025 Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data ICML 2025 Concept Bottleneck Language Models For Protein Design ICLR 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract) AAAI 2025 ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Confidence Improves Self-Consistency in LLMs ACL 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025 ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025 CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025 Constructing Your Model’s Value Distinction: Towards LLM Alignment with Anchor Words Tuning EMNLP 2025 Construction Identification and Disambiguation Using BERT: A Case Study of NPN CoNLL 2025 Consultant Decoding: Yet Another Synergistic Mechanism ACL 2025 Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series ICLR 2025 Context-aware Dynamic Pruning for Speech Foundation Models ICLR 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data ICLR 2025 Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Context Length Alone Hurts LLM Performance Despite Perfect Retrieval EMNLP 2025 Contextualizing biological perturbation experiments through language ICLR 2025 Contextures: Representations from Contexts ICML 2025