TweetNERD -- End to End Entity Linking Benchmark for Tweets Oct 14, 2022 Benchmarking Entity Linking
Code Code Available 0Robust Candidate Generation for Entity Linking on Short Social Media Texts Oct 14, 2022 Entity Linking NER
— Unverified 0Incorporating Context into Subword Vocabularies Oct 13, 2022 NER
Code Code Available 1CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Oct 13, 2022 Cross-Lingual NER Machine Translation
Code Code Available 0A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2) Oct 10, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Social Media Personal Event Notifier Using NLP and Machine Learning Oct 10, 2022 Lemmatization named-entity-recognition
— Unverified 0Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
Code Code Available 0Deep Span Representations for Named Entity Recognition Oct 9, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Oct 8, 2022 Causal Inference Continual Learning
Code Code Available 1HealthE: Classifying Entities in Online Textual Health Advice Oct 6, 2022 Decision Making Management
— Unverified 0SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition Oct 1, 2022 Cross-Lingual Transfer Multilingual text classification
Code Code Available 0Romanian micro-blogging named entity recognition including health-related entities Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0“Kanglish alli names!” Named Entity Recognition for Kannada-English Code-Mixed Social Media Data Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets Oct 1, 2022 NER
Code Code Available 0READ-BioMed@SocialDisNER: Adaptation of an Annotation System to Spanish Tweets Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP Oct 1, 2022 Classification GPU
— Unverified 0UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines. Oct 1, 2022 Binary Classification Classification
— Unverified 0PCBERT: Parent and Child BERT for Chinese Few-shot NER Oct 1, 2022 Few-Shot Learning few-shot-ner
Code Code Available 0Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER Oct 1, 2022 NER
— Unverified 0Large Sequence Representation Learning via Multi-Stage Latent Transformers Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available 1A Data-driven Approach to Named Entity Recognition for Early Modern French Oct 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Adaptive Threshold Selective Self-Attention for Chinese NER Oct 1, 2022 Chinese Named Entity Recognition named-entity-recognition
— Unverified 0Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition Oct 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition Oct 1, 2022 Chinese Named Entity Recognition Machine Translation
— Unverified 0Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing Oct 1, 2022 Domain Adaptation named-entity-recognition
— Unverified 0MRC-based Medical NER with Multi-task Learning and Multi-strategies Oct 1, 2022 Boundary Detection Decoder
— Unverified 0Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification Sep 30, 2022 NER
— Unverified 0How to tackle an emerging topic? Combining strong and weak labels for Covid news NER Sep 29, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Named Entity Recognition in Industrial Tables using Tabular Language Models Sep 29, 2022 Data Augmentation Inductive Bias
— Unverified 0Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding Sep 28, 2022 NER Semantic Parsing
— Unverified 0METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets Sep 28, 2022 Epidemiology named-entity-recognition
Code Code Available 1An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts Sep 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking Sep 27, 2022 Entity Linking named-entity-recognition
— Unverified 0Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique Sep 25, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task Sep 21, 2022 intent-classification Intent Classification
Code Code Available 0T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Sep 9, 2022 All Domain Generalization
Code Code Available 2Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Sep 7, 2022 Machine Translation NER
— Unverified 0SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER Sep 4, 2022 Contrastive Learning named-entity-recognition
Code Code Available 1Razmecheno: Named Entity Recognition from Digital Archive of Diaries “Prozhito” Sep 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues Sep 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling Sep 1, 2022 Dependency Parsing Language Modeling
— Unverified 0KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks Sep 1, 2022 Entity Typing Management
Code Code Available 1MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition Aug 30, 2022 Machine Translation named-entity-recognition
— Unverified 0Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Aug 30, 2022 Contrastive Learning Metric Learning
Code Code Available 1NEAR: Named Entity and Attribute Recognition of clinical concepts Aug 30, 2022 Attribute named-entity-recognition
— Unverified 0Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP Aug 30, 2022 NER
Code Code Available 1Conversion of Legal Agreements into Smart Legal Contracts using NLP Aug 27, 2022 NER Question Answering
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