12 citations · 22 across the 5 of their papers we have counts for
5 papers · 1 filter
Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification
Zeren Shui, Petros Karypis, Daniel S. Karls +4
Citation intention Classification (CIC) tools classify citations by their intention (e.g., background, motivation) and assist readers in evaluating the contribution of scientific l…
An Embedding-Based Grocery Search Model at Instacart
Yuqing Xie, Taesik Na, Xiao Xiao +7
The key to e-commerce search is how to best utilize the large yet noisy log data. In this paper, we present our embedding-based model for grocery search at Instacart. The system le…
CAWA: An Attention-Network for Credit Attribution
Saurav Manchanda, George Karypis
Credit attribution is the task of associating individual parts in a document with their most appropriate class labels. It is an important task with applications to information retr…
Text segmentation on multilabel documents: A distant-supervised approach
Saurav Manchanda, George Karypis
Segmenting text into semantically coherent segments is an important task with applications in information retrieval and text summarization. Developing accurate topical segmentation…
Distributed representation of multi-sense words: A loss-driven approach
Saurav Manchanda, George Karypis
Word2Vec's Skip Gram model is the current state-of-the-art approach for estimating the distributed representation of words. However, it assumes a single vector per word, which is n…