| Breaking Character: Are Subwords Good Enough for MRLs After All? | Jan 16, 2022 | AllExtractive Question-Answering | —Unverified | 0 |
| Seq-GAN-BERT:Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EiCi: A New Method of Dynamic Embedding Incorporating Contextual Information in Chinese NER | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence | Jan 16, 2022 | Constituency Parsingnamed-entity-recognition | —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 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| VEE-BERT: Accelerating BERT Inference for Named Entity Recognition via Vote Early Exiting | Jan 16, 2022 | Dialogue Understandingnamed-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 |
| Named entity recognition architecture combining contextual and global features | Dec 15, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Cognition-aware Cognate Detection | Dec 15, 2021 | Cross-Lingual Information RetrievalInformation Retrieval | CodeCode Available | 0 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts | Dec 13, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 0 |
| ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition | Dec 13, 2021 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations | Dec 10, 2021 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| Opinion Extraction as A Structured Sentiment Analysis using Transformers | Dec 9, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents | Dec 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing | Dec 6, 2021 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Russian Jeopardy! Data Set for Question-Answering Systems | Dec 4, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multi-task pre-finetuning for zero-shot cross lingual transfer | Dec 1, 2021 | Cross-Lingual Transferintent-classification | —Unverified | 0 |
| Transferring Modern Named Entity Recognition to the Historical Domain: How to Take the Step? | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain | Dec 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Named Entity-Factored Transformer for Proper Noun Translation | Dec 1, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition for French medieval charters | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization | Dec 1, 2021 | Abstractive Text Summarizationnamed-entity-recognition | —Unverified | 0 |
| Building astroBERT, a language model for Astronomy & Astrophysics | Dec 1, 2021 | AstronomyLanguage Modeling | —Unverified | 0 |
| Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging | Dec 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatic Extraction of Medication Names in Tweets as Named Entity Recognition | Nov 30, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers | Nov 30, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches | Nov 30, 2021 | ArticlesChemical Indexing | —Unverified | 0 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Why KDAC? A general activation function for knowledge discovery | Nov 27, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |