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Text Representation

2246 directly classified papers

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Papers

An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ACL 2022
English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation ACL 2022
Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations EMNLP 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022
ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022
Combining Static and Contextualised Multilingual Embeddings ACL 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022
CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing NAACL 2022
Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding NAACL 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
Aligning Word Vectors on Low-Resource Languages with Wiktionary COLING 2022
How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022
An Empirical Study on the Fairness of Pre-trained Word Embeddings NAACL 2022
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris NAACL 2022
SentSpace: Large-Scale Benchmarking and Evaluation of Text using Cognitively Motivated Lexical, Syntactic, and Semantic Features NAACL 2022
A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022
A global analysis of metrics used for measuring performance in natural language processing ACL 2022
Uppsala University at SemEval-2022 Task 1: Can Foreign Entries Enhance an English Reverse Dictionary? NAACL 2022