| Legal Entity Extraction using a Pointer Generator Network | Jan 20, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Seq-GAN-BERT:Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VEE-BERT: Accelerating BERT Inference for Named Entity Recognition via Vote Early Exiting | Jan 16, 2022 | Dialogue Understandingnamed-entity-recognition | —Unverified | 0 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed 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 |
| EiCi: A New Method of Dynamic Embedding Incorporating Contextual Information in Chinese NER | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-grained Location Extraction via Curriculum Learning | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence | Jan 16, 2022 | Constituency Parsingnamed-entity-recognition | —Unverified | 0 |
| Breaking Character: Are Subwords Good Enough for MRLs After All? | Jan 16, 2022 | AllExtractive Question-Answering | —Unverified | 0 |
| ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition | Jan 16, 2022 | Multi-modal Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Causal Distillation for Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Surprisingly Simple Adapter Ensembling for Zero-Shot Cross-Lingual Sequence Tagging | Jan 16, 2022 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| DISARM: Detecting the Victims Targeted by Harmful Memes | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Empirical Study of Representation, Training and Decoding for Span-based Named Entity Recognition | 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 |
| 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 |
| 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 |
| 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 |
| Cognition-aware Cognate Detection | Dec 15, 2021 | Cross-Lingual Information RetrievalInformation Retrieval | CodeCode Available | 0 |