15 citations · 16 across the 2 of their papers we have counts for
7 papers
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision
Khalil Mrini, Harpreet Singh, Franck Dernoncourt +5
Current medical question answering systems have difficulty processing long, detailed and informally worded questions submitted by patients, called Consumer Health Questions (CHQs).…
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
Khalil Mrini, Franck Dernoncourt, Quan Tran +3
Attention mechanisms have improved the performance of NLP tasks while allowing models to remain explainable. Self-attention is currently widely used, however interpretability is di…
Fine-Grained Spoiler Detection from Large-Scale Review Corpora
Mengting Wan, Rishabh Misra, Ndapa Nakashole +1
This paper presents computational approaches for automatically detecting critical plot twists in reviews of media products. First, we created a large-scale book review dataset that…
Sense Perception Common Sense Relationships
Ndapa Nakashole
Often missing in existing knowledge bases of facts, are relationships that encode common sense knowledge about unnamed entities. In this paper, we propose to extract novel, common…
Unnamed Entity Recognition of Sense Mentions
Ndapa Nakashole
We consider the problem of recognizing mentions of human senses in text. Our contribution is a method for acquiring labeled data, and a learning method that is trained on this data…
Bilingual Dictionary Induction for Bantu Languages
Ndapa Nakashole
We present a method for learning bilingual translation dictionaries between English and Bantu languages. We show that exploiting the grammatical structure common to Bantu languages…