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Foundation Models

4845 directly classified papers

Papers per year

Papers

Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024
Intersection of Artificial Intelligence and Medical Education (Student Abstract) 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
Prompts have evil twins EMNLP 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024
Scaling Properties of Speech Language Models EMNLP 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks EMNLP 2024
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models EMNLP 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024
Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024
Unsupervised Human Preference Learning EMNLP 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024
Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024