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Text Representation

2246 directly classified papers

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Papers

Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022
Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022
Vacillating Human Correlation of SacreBLEU in Unprotected Languages ACL 2022
Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022
Entity-based Neural Local Coherence Modeling ACL 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022
Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts EMNLP 2022
Sentence-level Privacy for Document Embeddings ACL 2022
Learning and Evaluating Character Representations in Novels ACL 2022
From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ACL 2022
When classifying grammatical role, BERT doesn’t care about word order... except when it matters ACL 2022
Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022
Combining Static and Contextualised Multilingual Embeddings ACL 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ACL 2022
English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation ACL 2022
Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022