2 citations · 2 across the 3 of their papers we have counts for
4 papers
Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation
Leyao Wang, Xutao Mao, Xuhui Zhan +5
Textual reviews enrich recommender systems with fine-grained preference signals and enhanced explainability. However, in real-world scenarios, users rarely leave reviews, resulting…
Inverse-LLaVA: Rethinking Multimodal Alignment via Text-to-Vision Mapping
Xuhui Zhan, Tyler Derr
Traditional multimodal learning approaches rely on alignment pre-training to bridge vision and language modalities, typically by projecting visual features into discrete text token…
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
Yang Hu, Runchen Wang, Stephen Chong Zhao +4
We introduce Perceptual-Initialization (PI), a paradigm shift in visual representation learning that incorporates human perceptual structure during the initialization phase rather…
An Application of Large Language Models to Coding Negotiation Transcripts
Ray Friedman, Jaewoo Cho, Jeanne Brett +55
In recent years, Large Language Models (LLM) have demonstrated impressive capabilities in the field of natural language processing (NLP). This paper explores the application of LLM…