Foundation Models

Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NeurIPS 2024 WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024 What Algorithms can Transformers Learn? A Study in Length Generalization ICLR 2024 What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages EMNLP 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement ICML 2024 What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024 When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision WACV 2024 When Do Program-of-Thought Works for Reasoning? AAAI 2024 When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024 When Quantization Affects Confidence of Large Language Models? NAACL 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024 Where are you from? Geolocating Speech and Applications to Language Identification NAACL 2024 Whister: Using Whisper’s representations for Stuttering detection Interspeech 2024 Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024 Who Said What: Formalization and Benchmarks for the Task of Quote Attribution COLING 2024 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NeurIPS 2024 Wonder3D: Single Image to 3D using Cross-Domain Diffusion CVPR 2024 WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks NeurIPS 2024 WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models COLING 2024 WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024 Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024 WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024