Error-Sensitive Evaluation for Ordinal Target Variables

no code implementations • EMNLP (Eval4NLP) 2021 • David Chen, Maury Courtland, Adam Faulkner, Aysu Ezen-Can

Unsupervised Data Augmentation for Aspect Based Sentiment Analysis

no code implementations • COLING 2022 • David Z. Chen, Adam Faulkner, Sahil Badyal

Recent approaches to Aspect-based Sentiment Analysis (ABSA) take a co-extraction approach to this span-level classification task, performing the subtasks of aspect term extraction (ATE) and aspect sentiment classification (ASC) simultaneously.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +5

Towards Theme Detection in Personal Finance Questions

no code implementations • 4 Oct 2021 • John Xi Qiu, Adam Faulkner, Aysu Ezen Can

Banking call centers receive millions of calls annually, with much of the information in these calls unavailable to analysts interested in tracking new and emerging call center trends.

Semantic Parsing Sentence

Toward Cross-Domain Engagement Analysis in Medical Notes

no code implementations • WS 2018 • Sara Rosenthal, Adam Faulkner

We present a novel annotation task evaluating a patient{'}s engagement with their health care regimen.

Domain Adaptation General Classification