| Breaking Character: Are Subwords Good Enough for MRLs After All? | Jan 16, 2022 | AllExtractive Question-Answering | —Unverified | 0 |
| EiCi: A New Method of Dynamic Embedding Incorporating Contextual Information in Chinese NER | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DISARM: Detecting the Victims Targeted by Harmful Memes | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jan 16, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence | Jan 16, 2022 | Constituency Parsingnamed-entity-recognition | —Unverified | 0 |
| When More is not Necessary Better: Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection Models | Jan 16, 2022 | Cross-Lingual TransferHate Speech Detection | —Unverified | 0 |
| Seq-GAN-BERT：Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition | Jan 16, 2022 | Multi-modal Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| An end to end approach for brand recognition in product titles with BI-LSTM-CRF | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Warm Start and a Clean Crawled Corpus -- A Recipe for Good Language Models | Jan 14, 2022 | Constituency ParsingGrammatical Error Detection | —Unverified | 0 |
| DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population | Jan 10, 2022 | AttributeAttribute Extraction | —Unverified | 0 |
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | Jan 6, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 2 |
| Monitoring Energy Trends through Automatic Information Extraction | Jan 5, 2022 | ArticlesEvent Extraction | —Unverified | 0 |
| Mining Adverse Drug Reactions from Unstructured Mediums at Scale | Jan 5, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Semantics-Preserved Distortion for Personal Privacy Protection in Information Management | Jan 4, 2022 | AttributeConstituency Parsing | —Unverified | 0 |
| A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot | Dec 31, 2021 | Chatbotintent-classification | —Unverified | 0 |
| KIND: an Italian Multi-Domain Dataset for Named Entity Recognition | Dec 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Deeper Clinical Document Understanding Using Relation Extraction | Dec 25, 2021 | document understandingnamed-entity-recognition | CodeCode Available | 0 |
| Distilling the Knowledge of Romanian BERTs Using Multiple Teachers | Dec 23, 2021 | Dialect IdentificationGPU | CodeCode Available | 0 |
| Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages | Dec 20, 2021 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Unified Named Entity Recognition as Word-Word Relation Classification | Dec 19, 2021 | Chinese Named Entity RecognitionClassification | CodeCode Available | 1 |
| Learning Rich Representation of Keyphrases from Text | Dec 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | CodeCode Available | 1 |
| Simple Questions Generate Named Entity Recognition Datasets | Dec 16, 2021 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| Responsive parallelized architecture for deploying deep learning models in production environments | Dec 15, 2021 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
