Past Meets Present: Creating Historical Analogy with Large Language Models
arxiv.org·4d
🔍Retrieval-augmented generation
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation
arxiv.org·4d
🔢Quantization of LLMs
FairReason: Balancing Reasoning and Social Bias in MLLMs
arxiv.org·3d
✨Model optimizations in LLMs
Decouple before Align: Visual Disentanglement Enhances Prompt Tuning
arxiv.org·1h
🔢Quantization of LLMs
Can large language models assist choice modelling? Insights into prompting strategies and current models capabilities
arxiv.org·5d
✨Model optimizations in LLMs
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems
arxiv.org·3d
🤖Agents using LLMs
AutoDebias: Automated Framework for Debiasing Text-to-Image Models
arxiv.org·1h
🔍Retrieval-augmented generation
LLM-Adapted Interpretation Framework for Machine Learning Models
arxiv.org·5d
✨Model optimizations in LLMs
RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation
arxiv.org·4d
🔍Retrieval-augmented generation
TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction
arxiv.org·1h
🔍Retrieval-augmented generation
Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models
arxiv.org·1h
🔍Retrieval-augmented generation
Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning
arxiv.org·6d
✨Model optimizations in LLMs
ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs
arxiv.org·5d
✨Model optimizations in LLMs
Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods
arxiv.org·3d
🔍Retrieval-augmented generation
Advancing Welding Defect Detection in Maritime Operations via Adapt-WeldNet and Defect Detection Interpretability Analysis
arxiv.org·1h
⚙️AI Infrastructure Automation
A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs
arxiv.org·6d
🔍Retrieval-augmented generation
Whilter: A Whisper-based Data Filter for "In-the-Wild" Speech Corpora Using Utterance-level Multi-Task Classification
arxiv.org·5d
⚡Real-time AI Systems
MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization
arxiv.org·3d
🔍Retrieval-augmented generation
ECG Latent Feature Extraction with Autoencoders for Downstream Prediction Tasks
arxiv.org·1h
⚡Real-time AI Systems
Alignment Monitoring
arxiv.org·1h
📊AI Performance Profiling