De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models Jan 1, 2021 De-identification named-entity-recognition
— Unverified 0How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Jan 1, 2021 Memorization named-entity-recognition
Code Code Available 0Counterfactual Thinking for Long-tailed Information Extraction Jan 1, 2021 Causal Inference counterfactual
— Unverified 0Adaptive Self-training for Neural Sequence Labeling with Few Labels Jan 1, 2021 Meta-Learning named-entity-recognition
— Unverified 0PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals Jan 1, 2021 Informativeness named-entity-recognition
— Unverified 0An Automated Domain Understanding Technique for Knowledge Graph Generation Jan 1, 2021 Graph Generation named-entity-recognition
— Unverified 0XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP Jan 1, 2021 Cross-Lingual Transfer Data Augmentation
— Unverified 0An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain Dec 31, 2020 NER
— Unverified 0TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis Dec 31, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Dec 22, 2020 Cross-Lingual NER Domain Adaptation
Code Code Available 0A hybrid deep-learning approach for complex biochemical named entity recognition Dec 20, 2020 Attribute Attribute Extraction
— Unverified 0Named Entity Recognition in the Legal Domain using a Pointer Generator Network Dec 17, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning Dec 15, 2020 Multi-Task Learning NER
— Unverified 0Vartani Spellcheck -- Automatic Context-Sensitive Spelling Correction of OCR-generated Hindi Text Using BERT and Levenshtein Distance Dec 14, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer Dec 11, 2020 Cross-Lingual Transfer NER
— Unverified 0An End-to-End Solution for Named Entity Recognition in eCommerce Search Dec 11, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Segmenting Natural Language Sentences via Lexical Unit Analysis Dec 10, 2020 Chinese Word Segmentation Chunking
— Unverified 0Using multiple ASR hypotheses to boost i18n NLU performance Dec 7, 2020 Abstractive Text Summarization Automatic Speech Recognition
— Unverified 0GottBERT: a pure German Language Model Dec 3, 2020 Language Modeling Language Modelling
— Unverified 0Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines Dec 1, 2020 NER Question Answering
— Unverified 0Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents Dec 1, 2020 document understanding Language Modeling
— Unverified 0Named Entity Popularity Determination using Ensemble Learning Dec 1, 2020 Ensemble Learning named-entity-recognition
— Unverified 0RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities Dec 1, 2020 Collaborative Filtering named-entity-recognition
— Unverified 0Embed More Ignore Less (EMIL): Exploiting Enriched Representations for Arabic NLP Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Named Entity Recognition for Chinese biomedical patents Dec 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Leveraging HTML in Free Text Web Named Entity Recognition Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Building Hierarchically Disentangled Language Models for Text Generation with Named Entities Dec 1, 2020 Dependency Parsing Language Modeling
— Unverified 0Porous Lattice Transformer Encoder for Chinese NER Dec 1, 2020 NER
— Unverified 0The WEAVE Corpus: Annotating Synthetic Chemical Procedures in Patents with Chemical Named Entities Dec 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 Dec 1, 2020 Binary Classification Epidemiology
— Unverified 0A Semi-Supervised BERT Approach for Arabic Named Entity Recognition Dec 1, 2020 Information Retrieval Machine Translation
— Unverified 0Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Enhancing deep neural networks with morphological information Nov 24, 2020 Dependency Parsing named-entity-recognition
Code Code Available 0Domain-Transferable Method for Named Entity Recognition Task Nov 24, 2020 Knowledge Graphs named-entity-recognition
— Unverified 0Persuasive Dialogue Understanding: the Baselines and Negative Results Nov 19, 2020 Attribute Dialogue Understanding
— Unverified 0Clustering-based Automatic Construction of Legal Entity Knowledge Base from Contracts Nov 18, 2020 Clustering named-entity-recognition
— Unverified 0FLERT: Document-Level Features for Named Entity Recognition Nov 13, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Nov 13, 2020 Chunking Graph Embedding
— Unverified 0Biomedical Named Entity Recognition at Scale Nov 12, 2020 De-identification Entity Resolution
Code Code Available 0CalibreNet: Calibration Networks for Multilingual Sequence Labeling Nov 11, 2020 Boundary Detection Cross-Lingual NER
— Unverified 0Biomedical Information Extraction for Disease Gene Prioritization Nov 10, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Exhaustive Entity Recognition for Coptic: Challenges and Solutions Nov 3, 2020 Entity Linking NER
— Unverified 0DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks Nov 3, 2020 Data Augmentation named-entity-recognition
— Unverified 0Incorporating External Annotation to improve Named Entity Translation in NMT Nov 1, 2020 Machine Translation named-entity-recognition
— Unverified 0Alleviating Digitization Errors in Named Entity Recognition for Historical Documents Nov 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition Nov 1, 2020 Image Retrieval named-entity-recognition
— Unverified 0From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers Nov 1, 2020 Cross-Lingual Word Embeddings Dependency Parsing
— Unverified 0An Empirical Exploration of Local Ordering Pre-training for Structured Prediction Nov 1, 2020 Dependency Parsing Language Modeling
— Unverified 0