| Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News | May 1, 2020 | SentenceSentence Classification | —Unverified | 0 |
| CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations | Apr 30, 2020 | Change DetectionSentence | CodeCode Available | 0 |
| Posterior Calibrated Training on Sentence Classification Tasks | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension | Apr 29, 2020 | Boundary DetectionMachine Reading Comprehension | —Unverified | 0 |
| Cross-lingual Information Retrieval with BERT | Apr 24, 2020 | Cross-Lingual Information RetrievalDocument Ranking | CodeCode Available | 0 |
| Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots | Apr 13, 2020 | ChatbotClassification | —Unverified | 0 |
| CLUE: A Chinese Language Understanding Evaluation Benchmark | Apr 13, 2020 | General ClassificationMachine Reading Comprehension | CodeCode Available | 2 |
| The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews | Apr 7, 2020 | General Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data | Mar 16, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding | Mar 16, 2020 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Iterative Data Programming for Expanding Text Classification Corpora | Feb 4, 2020 | ClassificationDenoising | —Unverified | 0 |
| An Empirical Study of Factors Affecting Language-Independent Models | Dec 30, 2019 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Neural Simile Recognition with Cyclic Multitask Learning and Local Attention | Dec 19, 2019 | SentenceSentence Classification | CodeCode Available | 0 |
| PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI | Dec 19, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Improving Robustness of Task Oriented Dialog Systems | Nov 12, 2019 | Adversarial AttackData Augmentation | —Unverified | 0 |
| t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams | Nov 11, 2019 | Anorexia DetectionClassification | CodeCode Available | 0 |
| A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency | Nov 5, 2019 | Definition ExtractionMulti-Task Learning | CodeCode Available | 0 |
| Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification | Nov 1, 2019 | Active LearningGeneral Classification | CodeCode Available | 0 |
| Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data | Nov 1, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| On Dimensional Linguistic Properties of the Word Embedding Space | Oct 5, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation | Oct 3, 2019 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Interpretable Network Structure for Modeling Contextual Dependency | Sep 25, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retrofitting Contextualized Word Embeddings with Paraphrases | Sep 12, 2019 | SentenceSentence Classification | —Unverified | 0 |
| Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers | Sep 12, 2019 | Deep LearningFace Recognition | —Unverified | 0 |
| Pretrained Language Models for Sequential Sentence Classification | Sep 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models | Aug 19, 2019 | Common Sense ReasoningNatural Language Inference | —Unverified | 0 |
| A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification | Aug 17, 2019 | General ClassificationSensitivity | —Unverified | 0 |
| Multi-Task Self-Supervised Learning for Disfluency Detection | Aug 15, 2019 | Self-Supervised LearningSentence | —Unverified | 0 |
| Improving Word Embeddings Using Kernel PCA | Aug 1, 2019 | ArticlesSentence | —Unverified | 0 |
| A Temporal Sequence Learning for Action Recognition and Prediction | Jun 17, 2019 | Action RecognitionPrediction | —Unverified | 0 |
| Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks | Jun 1, 2019 | General ClassificationSentence | —Unverified | 0 |
| Investigating an Effective Character-level Embedding in Korean Sentence Classification | May 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 |
| Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark | May 24, 2019 | SentenceSentence Classification | —Unverified | 0 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | Apr 2, 2019 | ARCCitation Intent Classification | CodeCode Available | 0 |
| Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence Classification | Apr 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining | Feb 27, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Transfer Learning for Sequences via Learning to Collocate | Feb 25, 2019 | NERPOS | —Unverified | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| BioBERT: a pre-trained biomedical language representation model for biomedical text mining | Jan 25, 2019 | Drug–drug Interaction ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 |
| TEST: A Terminology Extraction System for Technology Related Terms | Dec 22, 2018 | SentenceSentence Classification | —Unverified | 0 |
| Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding | Dec 5, 2018 | ClassificationClustering | —Unverified | 0 |
| Syllables for Sentence Classification in Morphologically Rich Languages | Dec 1, 2018 | ClassificationSentence | —Unverified | 0 |
