conftrace_

word embedding

1764 papers

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WE

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text classification (6793) representation learning (6206) semantic similarity (910) sentiment analysis (2084) unsupervised learning (3264) neural network (6616) gender bia (435) named entity recognition (2813) language model (4599) natural language processing (2034)

Papers

Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification EMNLP 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction EMNLP 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings IJCNLP 2021
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models NAACL 2021
RS_GV at SemEval-2021 Task 1: Sense Relative Lexical Complexity Prediction IJCNLP 2021
Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers NAACL 2021
Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021
A Study on Using Semantic Word Associations to Predict the Success of a Novel IJCNLP 2021
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021
Syntagmatic Word Embeddings for Unsupervised Learning of Selectional Preferences IJCNLP 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces EMNLP 2021
“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021
Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ACL 2021
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
Translating Collocations: The Need for Task-driven Word Associations COLING 2020
ISWARA at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets using BERT and FastText Embeddings EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media EMNLP 2020