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Foundation Models

4,845 papers

Papers per year

Papers

Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows AAAI 2024
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data AAAI 2024
End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024
From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis AAAI 2024
A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators AAAI 2024
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting AAAI 2024
A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health AAAI 2024
Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract) AAAI 2024
Finetuning LLMs for Automatic Concept to TTI Prompt Generation (Student Abstract) AAAI 2024
Evaluation of Large Language Models on Code Obfuscation (Student Abstract) AAAI 2024
Intersection of Artificial Intelligence and Medical Education (Student Abstract) AAAI 2024
Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024
From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 2024
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head AAAI 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024
FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024
Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation ACL 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024
Citation-Enhanced Generation for LLM-based Chatbots ACL 2024
Feature-Adaptive and Data-Scalable In-Context Learning ACL 2024
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL 2024