5 citations · 5 across the 8 of their papers we have counts for
8 papers
Bridging Vision Language Models and Symbolic Grounding for Video Question Answering
Haodi Ma, Vyom Pathak, Daisy Zhe Wang
Video Question Answering (VQA) requires models to reason over spatial, temporal, and causal cues in videos. Recent vision language models (VLMs) achieve strong results but often re…
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval
Yang Bai, Anthony Colas, Christan Grant +1
In recent research, contrastive learning has proven to be a highly effective method for representation learning and is widely used for dense retrieval. However, we identify that re…
Xling: A Learned Filter Framework for Accelerating High-Dimensional Approximate Similarity Join
Yifan Wang, Vyom Pathak, Daisy Zhe Wang
Similarity join finds all pairs of close points within a given distance threshold. Many similarity join methods have been proposed, but they are usually not efficient on high-dimen…
Question Answering for Electronic Health Records: A Scoping Review of datasets and models
Jayetri Bardhan, Kirk Roberts, Daisy Zhe Wang
Question Answering (QA) systems on patient-related data can assist both clinicians and patients. They can, for example, assist clinicians in decision-making and enable patients to…
Simple Rule Injection for ComplEx Embeddings
Haodi Ma, Anthony Colas, Yuejie Wang +2
Recent works in neural knowledge graph inference attempt to combine logic rules with knowledge graph embeddings to benefit from prior knowledge. However, they usually cannot avoid…
Can Knowledge Graphs Simplify Text?
Anthony Colas, Haodi Ma, Xuanli He +2
Knowledge Graph (KG)-to-Text Generation has seen recent improvements in generating fluent and informative sentences which describe a given KG. As KGs are widespread across multiple…