AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening
Resume screening is a critical yet time-intensive process in talent acquisition, requiring recruiters to analyze vast volume of job applications while remaining objective, accurate, and fair. With...
LOIS: Looking Out of Instance Semantics for Visual Question Answering
Visual question answering (VQA) has been intensively studied as a multimodal task that requires effort in bridging vision and language to infer answers correctly. Recent attempts have developed...
Guided Cooperation in Hierarchical Reinforcement Learning via Model-based Rollout
Goal-conditioned hierarchical reinforcement learning (HRL) presents a promising approach for enabling effective exploration in complex, long-horizon reinforcement learning (RL) tasks through...
Artificial-Spiking Hierarchical Networks for Vision-Language Representation Learning
With the success of self-supervised learning, multimodal foundation models have rapidly adapted a wide range of downstream tasks driven by vision and language (VL) pretraining. State-of-the-art...
Superpixel Semantics Representation and Pre-training for Vision-Language Task
The key to integrating visual language tasks is to establish a good alignment strategy. Recently, visual semantic representation has achieved fine-grained visual understanding by dividing grids or...
AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening
Reflective Microresonator based Microwave Photonic Sensor Assisted by Sparse Transformer
Particle Builder -- Learn about the Standard Model while playing against an AI
Particle Builder Online is a web-based education game designed for high school physics students. Students can play against an AI opponent or peers to familiarise themselves with the Standard Model...
Improving vision-language alignment with graph spiking hybrid Networks
To bridge the semantic gap between vision and language (VL), it is necessary to develop a good alignment strategy, which includes handling semantic diversity, abstract representation of visual...