Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Apr 29, 2022 Cross-Lingual Transfer Model Selection
Code Code Available 0UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer Apr 28, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0HiNER: A Large Hindi Named Entity Recognition Dataset Apr 28, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition Apr 27, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Boundary Smoothing for Named Entity Recognition Apr 26, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 1Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling Apr 25, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting Apr 25, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available 1L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models Apr 18, 2022 Language Identification Language Modelling
Code Code Available 1Nested Named Entity Recognition as Holistic Structure Parsing Apr 17, 2022 Domain Adaptation named-entity-recognition
— Unverified 0TASTEset -- Recipe Dataset and Food Entities Recognition Benchmark Apr 16, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task Apr 14, 2022 Data Augmentation named-entity-recognition
— Unverified 0The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Apr 13, 2022 Continual Learning Cross-Lingual Transfer
Code Code Available 0Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning Apr 13, 2022 Cross-Lingual Transfer Language Modelling
Code Code Available 1L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models Apr 12, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition Apr 12, 2022 Chinese Named Entity Recognition named-entity-recognition
— Unverified 0Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering Apr 12, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition Apr 12, 2022 Graph Neural Network named-entity-recognition
— Unverified 0A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Apr 11, 2022 Contrastive Learning Low Resource Named Entity Recognition
Code Code Available 1Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts Apr 10, 2022 Cross-Lingual Transfer De-identification
Code Code Available 1MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Apr 9, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1CyNER: A Python Library for Cybersecurity Named Entity Recognition Apr 8, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Automatic Extraction of Nested Entities in Clinical Referrals in Spanish Apr 7, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Apr 5, 2022 NER
Code Code Available 0Extracting Impact Model Narratives from Social Services' Text Apr 4, 2022 model named-entity-recognition
Code Code Available 0Product Market Demand Analysis Using NLP in Banglish Text with Sentiment Analysis and Named Entity Recognition Apr 4, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Apr 2, 2022 Contrastive Learning Cross-Lingual NER
Code Code Available 0kNN-NER: Named Entity Recognition with Nearest Neighbor Search Mar 31, 2022 Few-Shot Learning named-entity-recognition
Code Code Available 1Federated Named Entity Recognition Mar 28, 2022 Federated Learning named-entity-recognition
— Unverified 0Computer Science Named Entity Recognition in the Open Research Knowledge Graph Mar 28, 2022 Articles named-entity-recognition
Code Code Available 1Hierarchical Transformer Model for Scientific Named Entity Recognition Mar 28, 2022 Data Augmentation graph construction
Code Code Available 0Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition Mar 24, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 0Parallel Instance Query Network for Named Entity Recognition Mar 20, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 1UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition Mar 16, 2022 Decision Making Information Retrieval
— Unverified 0ProtagonistTagger -- a Tool for Entity Linkage of Persons in Texts from Various Languages and Domains Mar 13, 2022 NER
— Unverified 0Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Mar 9, 2022 Constituency Parsing Entity Typing
Code Code Available 1USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition Mar 7, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning Mar 3, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words Feb 24, 2022 Chunking Cloze Test
— Unverified 0CALCS 2021 Shared Task: Machine Translation for Code-Switched Data Feb 19, 2022 Language Identification Machine Translation
— Unverified 0TURNER: The Uncertainty-based Retrieval Framework for Chinese NER Feb 18, 2022 General Knowledge NER
— Unverified 0AISHELL-NER: Named Entity Recognition from Chinese Speech Feb 17, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 1Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network Feb 15, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences Feb 8, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0A two-step approach to leverage contextual data: speech recognition in air-traffic communications Feb 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources Feb 2, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis Jan 29, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 0Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality Jan 25, 2022 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified 0Razmecheno: Named Entity Recognition from Digital Archive of Diaries "Prozhito" Jan 24, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0