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Papers
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs
EMNLP 2021
Can a Fruit Fly Learn Word Embeddings?
ICLR 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus
EMNLP 2021
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification
EACL 2021
Contrapositive Local Class Inference
EMNLP 2021
Contrastive Document Representation Learning with Graph Attention Networks
EMNLP 2021
Contrastive Estimation Reveals Topic Posterior Information to Linear Models
JMLR 2021
Effectively Leveraging BERT for Legal Document Classification
EMNLP 2021
Evidence Aware Neural Pornographic Text Identification for Child Protection
AAAI 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames
NAACL 2021
GEPSA, a tool for monitoring social challenges in digital press
EACL 2021
IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News
ACL 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings
ACL 2021
Multi-Dimensional Explanation of Target Variables from Documents
AAAI 2021
Multilingual and cross-lingual document classification: A meta-learning approach
EACL 2021
Shared Task 1 System Description : Exploring different approaches for multilingual tasks
ACL 2021
Simple or Complex? Learning to Predict Readability of Bengali Texts
AAAI 2021
SpanPredict: Extraction of Predictive Document Spans with Neural Attention
NAACL 2021
Supervised Tree-Wasserstein Distance
ICML 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
ACL 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
ACL 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection
ACL 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media
EMNLP 2021
AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss
ACL 2020
Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need
COLING 2020