Foundation Models

On the Scalability of GNNs for Molecular Graphs NeurIPS 2024 On the Scaling Laws of Geographical Representation in Language Models COLING 2024 On Zero-Shot Counterspeech Generation by LLMs COLING 2024 Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024 OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ACL 2024 OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images NeurIPS 2024 OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety ACL 2024 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 Open Grounded Planning: Challenges and Benchmark Construction ACL 2024 Open-NeRF: Towards Open Vocabulary NeRF Decomposition WACV 2024 Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024 OpenVLA: An Open-Source Vision-Language-Action Model CoRL 2024 Optimizing Multimodal Large Language Models for Detection of Alcohol Advertisements via Adaptive Prompting ACL 2024 Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NeurIPS 2024 Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024 Out-of-Distribution Detection with Negative Prompts ICLR 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024 OWL: A Large Language Model for IT Operations ICLR 2024 OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models AAAI 2024 P2P: Transforming from Point Supervision to Explicit Visual Prompt for Object Detection and Segmentation IJCAI 2024 Paloma: A Benchmark for Evaluating Language Model Fit NeurIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 ParaCLAP – Towards a general language-audio model for computational paralinguistic tasks Interspeech 2024 Parallelizing Linear Transformers with the Delta Rule over Sequence Length NeurIPS 2024 ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies NAACL 2024