conftrace_

document embedding

93 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) unsupervised learning (3264) text representation (528) topic modeling (461) contrastive learning (4032) information retrieval (1514) sentence embedding (502) semantic similarity (910) word embedding (1764)

Papers

CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings IJCNLP 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval IJCNLP 2021
CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings ACL 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
Multifaceted Domain-Specific Document Embeddings NAACL 2021
WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021
Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation AAAI 2020
Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding IJCAI 2020
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration COLING 2020
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space IJCAI 2020
P-SIF: Document Embeddings Using Partition Averaging AAAI 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020
Representation learning of writing style EMNLP 2020
Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification EMNLP 2020
Graph Convolutional Networks for Text Classification AAAI 2019
Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation NAACL 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification NAACL 2019
Self-Discriminative Learning for Unsupervised Document Embedding NAACL 2019
Learning Document Embeddings with Crossword Prediction AAAI 2019
Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems CONLL 2019
Predicting the Politics of an Image Using Webly Supervised Data NIPS 2019