Foundation Models

Risk Aware Benchmarking of Large Language Models ICML 2024 RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models ACL 2024 RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold NeurIPS 2024 RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback ICML 2024 Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models ICML 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 ROSHA at SemEval-2024 Task 9: BRAINTEASER A Novel Task Defying Common Sense SemEval 2024 Routing in Sparsely-gated Language Models responds to Context EMNLP 2024 Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024 RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models NAACL 2024 RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ACL 2024 S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs ACL 2024 S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL 2024 S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024 SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024 Safer-Instruct: Aligning Language Models with Automated Preference Data NAACL 2024 Sailor: Open Language Models for South-East Asia EMNLP 2024 SALMON: Self-Alignment with Instructable Reward Models ICLR 2024 SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation ICML 2024 Sanitizing Large Language Models in Bug Detection with Data-Flow EMNLP 2024 SAOR: Single-View Articulated Object Reconstruction CVPR 2024 SaProt: Protein Language Modeling with Structure-aware Vocabulary ICLR 2024 Scalable Diffusion for Materials Generation ICLR 2024 Scalable Language Model with Generalized Continual Learning ICLR 2024 Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic CVPR 2024