conftrace_

skip-gram model

27 papers

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Co-occurring keywords

word embedding (1764) negative sampling (196) network embedding (111) graph representation (360) link prediction (624) representation learning (6206) text embedding (298) distributed representation (87) neural network (6616) continuous bag-of-words (8)

Papers

Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025
IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection SEMEVAL 2020
Do Word Embeddings Capture Spelling Variation? COLING 2020
Exponential Family Graph Embeddings AAAI 2020
Learning Triple Embeddings from Knowledge Graphs AAAI 2020
An Ensemble Method for Producing Word Representations focusing on the Greek Language AACL 2020
Robust Negative Sampling for Network Embedding AAAI 2019
News2vec: News Network Embedding with Subnode Information EMNLP 2019
News2vec: News Network Embedding with Subnode Information IJCNLP 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
DTeam @ VarDial 2019: Ensemble based on skip-gram and triplet loss neural networks for Moldavian vs. Romanian cross-dialect topic identification NAACL 2019
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ACL 2019
Complementary Learning of Word Embeddings IJCAI 2018
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018
Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018
Disambiguated skip-gram model EMNLP 2018
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings NAACL 2018
Word Embeddings for Code-Mixed Language Processing EMNLP 2018
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL 2017
On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function ACL 2017
Incremental Skip-gram Model with Negative Sampling EMNLP 2017
Skip-Gram − Zipf + Uniform = Vector Additivity ACL 2017
Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017
They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers CVPR 2016