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Found 13 papers, 1 papers with code
Augmenting Chinese WordNet semantic relations with contextualized embeddings
Constructing semantic relations in WordNet has been a labour-intensive task, especially in a dynamic and fast-changing language environment.
CxLM: A Construction and Context-aware Language Model
Next, an experiment is conducted on the dataset to examine to what extent a pretrained masked language model is aware of the constructions.
Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model
The Notch model first learns the non-linear relations between the constituents and words, and the character Jacobians further describes the character’s role in each word.
What confuses BERT? Linguistic Evaluation of Sentiment Analysis on Telecom Customer Opinion
To investigate the factors underlying the correctness of the model’s predictions, we conduct a series of analyses, including qualitative error analysis and quantitative analysis of linguistic features with logistic regressions.
Analyzing discourse functions with acoustic features and phone embeddings: non-lexical items in Taiwan Mandarin
In this paper, we investigate the discourse functions of non-lexical items through their acoustic properties and the phone embeddings extracted from a deep learning model.
Resolving Regular Polysemy in Named Entities
Word sense disambiguation primarily addresses the lexical ambiguity of common words based on a predefined sense inventory.
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss
We propose a `Vec2Gloss' model, which produces the gloss from the target word's contextualized embeddings.
Lexical Retrieval Hypothesis in Multimodal Context
This study highlights the potential of the MultiMoco Corpus to provide an important resource for in-depth analysis and further research in multimodal communication studies.
Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis
This paper explores the grounding issue regarding multimodal semantic representation from a computational cognitive-linguistic view.
Computational Modeling of Affixoid Behavior in Chinese Morphology
The morphological status of affixes in Chinese has long been a matter of debate.
Eigencharacter: An Embedding of Chinese Character Orthography
Chinese characters are unique in its logographic nature, which inherently encodes world knowledge through thousands of years evolution.
