Foundation Models

CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding ICLR 2024 CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers ACL 2024 Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024 CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024 Cross-domain Open-world Discovery ICML 2024 Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024 CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding ICLR 2024 Curriculum Learning for Small Code Language Models ACL 2024 CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024 D$^3$Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Rearrangement CoRL 2024 DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NeurIPS 2024 DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024 Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic ACL 2024 DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph NeurIPS 2024 DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024 Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification AAAI 2024 Data-efficient Large Vision Models through Sequential Autoregression ICML 2024 Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond ICML 2024 Data Engineering for Scaling Language Models to 128K Context ICML 2024 Data Filtering Networks ICLR 2024 Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models ACL 2024 Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024 DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation ECCV 2024 Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning EMNLP 2024