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cs.CL2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference
Sushma Anand Akoju, Robert Vacareanu, Haris Riaz +2
We introduce a synthetic dataset called Sentences Involving Complex Compositional Knowledge (SICCK) and a novel analysis that investigates the performance of Natural Language Infer…
cs.CL2023
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment
Robert Vacareanu, Siddharth Varia, Kishaloy Halder +5
We explore how weak supervision on abundant unlabeled data can be leveraged to improve few-shot performance in aspect-based sentiment analysis (ABSA) tasks. We propose a pipeline a…