conftrace_

document classification

202 papers

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Also known as

DC

Co-occurring keywords

text classification (6793) multi-label classification (1009) topic model (290) word embedding (1764) transformer model (1996) named entity recognition (2813) topic modeling (461) attention mechanism (4001) sentiment analysis (2084) large language model (13587)

Papers

Shared Task 1 System Description : Exploring different approaches for multilingual tasks IJCNLP 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling IJCNLP 2021
GEPSA, a tool for monitoring social challenges in digital press EACL 2021
SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT ACL 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL 2020
Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need COLING 2020
TopicBERT for Energy Efficient Document Classification EMNLP 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations EMNLP 2020
AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss ACL 2020
DNLP@FinTOC’20: Table of Contents Detection in Financial Documents COLING 2020
Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020
Document Classification for COVID-19 Literature ACL 2020
Message Passing Attention Networks for Document Understanding AAAI 2020
Explainable and Discourse Topic-aware Neural Language Understanding ICML 2020
The future of arXiv and knowledge discovery in open science EMNLP 2020
Bidirectional Convolutional Poisson Gamma Dynamical Systems NIPS 2020
Scaling Systematic Literature Reviews with Machine Learning Pipelines EMNLP 2020
Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020
MAVEN: A Massive General Domain Event Detection Dataset EMNLP 2020
Cascaded Semantic and Positional Self-Attention Network for Document Classification EMNLP 2020
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning COLING 2020