| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Nov 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Paradigm Shift in Natural Language Processing | Sep 26, 2021 | ChunkingNER | CodeCode Available | 1 |
| Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation | Sep 3, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Improving Contrastive Learning by Visualizing Feature Transformation | Aug 6, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Incorporating External POS Tagger for Punctuation Restoration | Jun 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| On Inductive Biases for Heterogeneous Treatment Effect Estimation | Jun 7, 2021 | AllHeterogeneous Treatment Effect Estimation | CodeCode Available | 1 |
| Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge | May 6, 2021 | Boundary DetectionPOS | CodeCode Available | 1 |
| Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms | Apr 25, 2021 | Information RetrievalMachine Translation | CodeCode Available | 1 |
| BNLP: Natural language processing toolkit for Bengali language | Jan 31, 2021 | 16kNER | CodeCode Available | 1 |
| Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition | Jan 27, 2021 | Action RecognitionGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing | Jan 5, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| ThamizhiUDp: A Dependency Parser for Tamil | Dec 24, 2020 | Dependency ParsingPOS | CodeCode Available | 1 |
| Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams | Dec 1, 2020 | Chinese Word SegmentationPart-Of-Speech Tagging | CodeCode Available | 1 |
| An Open Framework for Remote-PPG Methods and their Assessment | Nov 26, 2020 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation | Nov 10, 2020 | POSPOS Tagging | CodeCode Available | 1 |
| Bracketing Encodings for 2-Planar Dependency Parsing | Nov 1, 2020 | Dependency ParsingPOS | CodeCode Available | 1 |
| KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi | Oct 23, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations | Oct 23, 2020 | NERPOS | CodeCode Available | 1 |
| PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding | Oct 21, 2020 | POSPOS Tagging | CodeCode Available | 1 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| Pretrained Language Model Embryology: The Birth of ALBERT | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP | Sep 18, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 1 |
| FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding | Sep 10, 2020 | Cross-Lingual TransferNER | CodeCode Available | 1 |
| The Annotation Guideline of LST20 Corpus | Aug 12, 2020 | POSPOS Tagging | CodeCode Available | 1 |
