2 papers
cs.CL2021
Measuring Context-Word Biases in Lexical Semantic Datasets
Qianchu Liu, Diana McCarthy, Anna Korhonen
State-of-the-art pretrained contextualized models (PCM) eg. BERT use tasks such as WiC and WSD to evaluate their word-in-context representations. This inherently assumes that perfo…
cs.CL2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples
Qianchu Liu, Edoardo M. Ponti, Diana McCarthy +2
Capturing word meaning in context and distinguishing between correspondences and variations across languages is key to building successful multilingual and cross-lingual text repre…