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05/26/2023
Characterizing and Measuring Linguistic Dataset Drift
NLP models often degrade in performance when real world data distributio...
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05/19/2023
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment
We explore how weak supervision on abundant unlabeled data can be levera...
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11/30/2022
Task-Specific Embeddings for Ante-Hoc Explainable Text Classification
Current state-of-the-art approaches to text classification typically lev...
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10/25/2022
Enhancing Product Safety in E-Commerce with NLP
Ensuring safety of the products offered to the customers is of paramount...
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10/12/2022
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis
Aspect-based Sentiment Analysis (ABSA) is a fine-grained sentiment analy...
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01/03/2020
Modeling Information Need of Users in Search Sessions
Users issue queries to Search Engines, and try to find the desired infor...
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11/29/2016
Sentiment Analysis for Twitter : Going Beyond Tweet Text
Analysing sentiment of tweets is important as it helps to determine the ...
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09/25/2015
