| Open-Source Web Service with Morphological Dictionary-Supplemented Deep Learning for Morphosyntactic Analysis of Czech | Jun 18, 2024 | Deep LearningDependency Parsing | CodeCode Available | 3 | 5 |
| g2pW: A Conditional Weighted Softmax BERT for Polyphone Disambiguation in Mandarin | Mar 20, 2022 | Part-Of-Speech TaggingPolyphone disambiguation | CodeCode Available | 2 | 5 |
| Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages | Jan 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 | 5 |
| L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models | Apr 18, 2022 | Language IdentificationLanguage Modelling | CodeCode Available | 1 | 5 |
| On Inductive Biases for Heterogeneous Treatment Effect Estimation | Jun 7, 2021 | AllHeterogeneous Treatment Effect Estimation | CodeCode Available | 1 | 5 |
| Paradigm Shift in Natural Language Processing | Sep 26, 2021 | ChunkingNER | CodeCode Available | 1 | 5 |
| Ford Multi-AV Seasonal Dataset | Mar 17, 2020 | Autonomous VehiclesPOS | CodeCode Available | 1 | 5 |
| Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation | Feb 2, 2022 | Heterogeneous Treatment Effect EstimationPOS | CodeCode Available | 1 | 5 |
| Improving Contrastive Learning by Visualizing Feature Transformation | Aug 6, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi | Oct 23, 2020 | ArticlesBenchmarking | CodeCode Available | 1 | 5 |
| Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding | Oct 17, 2024 | HallucinationObject Hallucination | CodeCode Available | 1 | 5 |
| Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation | Nov 10, 2020 | POSPOS Tagging | CodeCode Available | 1 | 5 |
| Bracketing Encodings for 2-Planar Dependency Parsing | Nov 1, 2020 | Dependency ParsingPOS | CodeCode Available | 1 | 5 |
| Panoramic Out-of-Distribution Segmentation | May 6, 2025 | DisentanglementDomain Generalization | CodeCode Available | 1 | 5 |
| ALBETO and DistilBETO: Lightweight Spanish Language Models | Apr 19, 2022 | Natural Language UnderstandingNER | CodeCode Available | 1 | 5 |
| ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training | Nov 15, 2022 | Cross-Lingual TransferPOS | CodeCode Available | 1 | 5 |
| DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research | Sep 4, 2023 | Articlesnamed-entity-recognition | CodeCode Available | 1 | 5 |
| FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding | Sep 10, 2020 | Cross-Lingual TransferNER | CodeCode Available | 1 | 5 |
| Hierarchically-Refined Label Attention Network for Sequence Labeling | Aug 23, 2019 | CCG SupertaggingNamed Entity Recognition (NER) | CodeCode Available | 1 | 5 |
| HuSpaCy: an industrial-strength Hungarian natural language processing toolkit | Jan 6, 2022 | Dependency ParsingLemmatization | CodeCode Available | 1 | 5 |
| Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge | Jul 1, 2020 | Chinese Word SegmentationPart-Of-Speech Tagging | CodeCode Available | 1 | 5 |
| Joint entity recognition and relation extraction as a multi-head selection problem | Apr 20, 2018 | POSRelation | CodeCode Available | 1 | 5 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Nov 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
| MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages | May 23, 2023 | Cross-Lingual Transferparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| More Grounded Image Captioning by Distilling Image-Text Matching Model | Apr 1, 2020 | Image CaptioningImage-text matching | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Front-End Text Processing in TTS | Jan 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation | Sep 3, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT | Apr 19, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| BNLP: Natural language processing toolkit for Bengali language | Jan 31, 2021 | 16kNER | CodeCode Available | 1 | 5 |
| Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks | Jul 21, 2017 | ChunkingEvent Detection | CodeCode Available | 1 | 5 |
| From POS tagging to dependency parsing for biomedical event extraction | Aug 11, 2018 | Dependency ParsingEvent Extraction | CodeCode Available | 1 | 5 |
| A Dual Weighting Label Assignment Scheme for Object Detection | Mar 18, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| calamanCy: A Tagalog Natural Language Processing Toolkit | Nov 13, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 | 5 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations | Oct 23, 2020 | NERPOS | CodeCode Available | 1 | 5 |
| Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning | Mar 14, 2019 | DiversityImage Captioning | CodeCode Available | 1 | 5 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Embarrassingly Simple Unsupervised Aspect Extraction | Apr 28, 2020 | Aspect Category DetectionPOS | CodeCode Available | 1 | 5 |
| fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP | Sep 18, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 1 | 5 |
| An Open Framework for Remote-PPG Methods and their Assessment | Nov 26, 2020 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 | 5 |
| Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge | May 6, 2021 | Boundary DetectionPOS | CodeCode Available | 1 | 5 |
| Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis | Jan 18, 2022 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Supplementary Features of BiLSTM for Enhanced Sequence Labeling | May 31, 2023 | Aspect-Based Sentiment AnalysisChinese Named Entity Recognition | CodeCode Available | 1 | 5 |
| Incorporating External POS Tagger for Punctuation Restoration | Jun 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis | Jul 30, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams | Dec 1, 2020 | Chinese Word SegmentationPart-Of-Speech Tagging | CodeCode Available | 1 | 5 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages | May 1, 2022 | Cross-Lingual TransferPart-Of-Speech Tagging | CodeCode Available | 1 | 5 |
| Automated Phrase Mining from Massive Text Corpora | Feb 15, 2017 | General KnowledgePOS | CodeCode Available | 1 | 5 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Mar 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Parts of Speech-Grounded Subspaces in Vision-Language Models | May 23, 2023 | Image GenerationPOS | CodeCode Available | 1 | 5 |
