65 citations · 582 across the 89 of their papers we have counts for
13 papers · 1 filter
Medical Entity Linking using Triplet Network
Ishani Mondal, Sukannya Purkayastha, Sudeshna Sarkar +4
Entity linking (or Normalization) is an essential task in text mining that maps the entity mentions in the medical text to standard entities in a given Knowledge Base (KB). This ta…
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
Binny Mathew, Punyajoy Saha, Seid Muhie Yimam +3
Hate speech is a challenging issue plaguing the online social media. While better models for hate speech detection are continuously being developed, there is little research on the…
Finding Prerequisite Relations between Concepts using Textbook
Shivam Pal, Vipul Arora, Pawan Goyal
A prerequisite is anything that you need to know or understand first before attempting to learn or understand something new. In the current work, we present a method of finding pre…
Hierarchical Transformer for Task Oriented Dialog Systems
Bishal Santra, Potnuru Anusha, Pawan Goyal
Generative models for dialog systems have gained much interest because of the recent success of RNN and Transformer based models in tasks like question answering and summarization.…
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature
Souradip Guha, Ankan Mullick, Jatin Agrawal +5
The number of published articles in the field of materials science is growing rapidly every year. This comparatively unstructured data source, which contains a large amount of info…
OccamNet: A Fast Neural Model for Symbolic Regression at Scale
Owen Dugan, Rumen Dangovski, Allan Costa +4
Neural networks' expressiveness comes at the cost of complex, black-box models that often extrapolate poorly beyond the domain of the training dataset, conflicting with the goal of…