| Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling | Apr 11, 2021 | ClassificationCross-Lingual Transfer | CodeCode Available | 0 |
| ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models | Jan 30, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting | Oct 13, 2020 | Sentiment AnalysisTopic Classification | CodeCode Available | 0 |
| Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages | Oct 7, 2020 | NERTopic Classification | CodeCode Available | 0 |
| A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification | Aug 11, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge | Jul 28, 2020 | ClassificationEmotion Recognition | —Unverified | 0 |
| AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature | Jul 17, 2020 | ArticlesDocument Ranking | —Unverified | 0 |
| ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents | May 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Is Language Modeling Enough? Evaluating Effective Embedding Combinations | May 1, 2020 | Entity DisambiguationGeneral Classification | —Unverified | 0 |
| Give your Text Representation Models some Love: the Case for Basque | Mar 31, 2020 | General ClassificationNER | CodeCode Available | 0 |
| Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract | Mar 30, 2020 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Ontology Extraction and Usage in the Scholarly Knowledge Domain | Mar 27, 2020 | General ClassificationTopic Classification | —Unverified | 0 |
| Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi | Feb 18, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Sequence Labeling Approach to the Task of Sentence Boundary Detection | Jan 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Simultaneous Identification of Tweet Purpose and Position | Dec 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases | Nov 21, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus | Nov 17, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Multilingual Model Using Cross-Task Embedding Projection | Nov 1, 2019 | Cross-Lingual Word Embeddingsmodel | —Unverified | 0 |
| An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track Tasks | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding | Aug 16, 2019 | Abstractive Text Summarizationdocument understanding | CodeCode Available | 0 |
| Neural News Recommendation with Topic-Aware News Representation | Jul 1, 2019 | News RecommendationRepresentation Learning | —Unverified | 0 |
| Low-dimensional Embodied Semantics for Music and Language | Jun 20, 2019 | Topic Classification | —Unverified | 0 |
| The Strength of the Weakest Supervision: Topic Classification Using Class Labels | Jun 1, 2019 | General ClassificationTopic Classification | —Unverified | 0 |
| Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization | May 28, 2019 | General ClassificationMachine Translation | CodeCode Available | 0 |
| Topic Classification from Text Using Decision Tree, K-NN and Multinomial Naïve Bayes | May 3, 2019 | ClassificationTopic Classification | CodeCode Available | 0 |
