Semantic Role Labeling as Syntactic Dependency Parsing Oct 21, 2020 Dependency Parsing Semantic Role Labeling
Code Code Available Automated Concatenation of Embeddings for Structured Prediction Oct 10, 2020 Aspect Extraction Chunking
Code Code Available Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training Oct 10, 2020 Dependency Parsing
Code Code Available VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks Oct 7, 2020 Dependency Parsing Sentence
Code Code Available Please Mind the Root: Decoding Arborescences for Dependency Parsing Oct 6, 2020 Dependency Parsing
Code Code Available GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Oct 4, 2020 Dependency Parsing Representation Learning
Code Code Available Adversarial Attack and Defense of Structured Prediction Models Oct 4, 2020 Adversarial Attack Dependency Parsing
Code Code Available Linguistic Structure Guided Context Modeling for Referring Image Segmentation Oct 1, 2020 Dependency Parsing Image Segmentation
Code Code Available fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP Sep 18, 2020 Chinese Word Segmentation Dependency Parsing
Code Code Available Fast and Accurate Neural CRF Constituency Parsing Aug 9, 2020 Constituency Parsing Dependency Parsing
Code Code Available Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Jul 1, 2020 ARC Decoder
Code Code Available Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data Jun 2, 2020 Dependency Parsing
Code Code Available Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP May 29, 2020 Dependency Parsing Language Modeling
Code Code Available Transition-based Semantic Dependency Parsing with Pointer Networks May 27, 2020 Dependency Parsing Semantic Dependency Parsing
Code Code Available Named Entity Recognition as Dependency Parsing May 14, 2020 Dependency Parsing named-entity-recognition
Code Code Available Efficient Second-Order TreeCRF for Neural Dependency Parsing May 3, 2020 ARC Chinese Dependency Parsing
Code Code Available Massively Multilingual Sparse Word Representations May 1, 2020 Dependency Parsing Document Classification
Code Code Available Spatial Dependency Parsing for Semi-Structured Document Information Extraction May 1, 2020 Dependency Parsing
Code Code Available UDapter: Language Adaptation for Truly Universal Dependency Parsing Apr 29, 2020 Dependency Parsing Transfer Learning
Code Code Available Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Mar 16, 2020 Coreference Resolution Dependency Parsing
Code Code Available Universal Function Approximation on Graphs Mar 14, 2020 Dependency Parsing Graph Classification
Code Code Available PhoBERT: Pre-trained language models for Vietnamese Mar 2, 2020 Dependency Parsing named-entity-recognition
Code Code Available Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool Feb 24, 2020 Articles Cultural Vocal Bursts Intensity Prediction
Code Code Available From English To Foreign Languages: Transferring Pre-trained Language Models Feb 18, 2020 Dependency Parsing GPU
Code Code Available Parsing as Pretraining Feb 5, 2020 Dependency Parsing Language Modeling
Code Code Available K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Feb 5, 2020 Dependency Parsing Entity Typing
Code Code Available Structure-Invariant Testing for Machine Translation Jul 19, 2019 Dependency Parsing Machine Translation
Code Code Available Second-Order Semantic Dependency Parsing with End-to-End Neural Networks Jun 19, 2019 Dependency Parsing Semantic Dependency Parsing
Code Code Available Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Apr 19, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 75 Languages, 1 Model: Parsing Universal Dependencies Universally Apr 3, 2019 Dependency Parsing model
Code Code Available SciBERT: A Pretrained Language Model for Scientific Text Mar 26, 2019 Citation Intent Classification Dependency Parsing
Code Code Available Viable Dependency Parsing as Sequence Labeling Feb 27, 2019 Dependency Parsing
Code Code Available From POS tagging to dependency parsing for biomedical event extraction Aug 11, 2018 Dependency Parsing Event Extraction
Code Code Available Stack-Pointer Networks for Dependency Parsing May 3, 2018 Dependency Parsing Sentence
Code Code Available Scene Graph Parsing as Dependency Parsing Mar 25, 2018 Dependency Parsing Image Retrieval
Code Code Available Deep Biaffine Attention for Neural Dependency Parsing Nov 6, 2016 Dependency Parsing
Code Code Available A Deep Architecture for Non-Projective Dependency Parsing Jun 1, 2015 Dependency Parsing
Code Code Available Transition-Based Dependency Parsing with Stack Long Short-Term Memory May 29, 2015 Dependency Parsing Transition-Based Dependency Parsing
Code Code Available The CoNLL-2014 Shared Task on Grammatical Error Correction Jun 1, 2014 Coreference Resolution Dependency Parsing
Code Code Available Step-by-step Instructions and a Simple Tabular Output Format Improve the Dependency Parsing Accuracy of LLMs Jun 11, 2025 Dependency Parsing Hallucination
Code Code Available UD-KSL Treebank v1.3: A semi-automated framework for aligning XPOS-extracted units with UPOS tags Jun 10, 2025 Dependency Parsing
— Unverified LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing May 30, 2025 Dependency Parsing graph construction
— Unverified Dependency Parsing is More Parameter-Efficient with Normalization May 26, 2025 Dependency Parsing Sentence
— Unverified CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language May 25, 2025 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM) May 25, 2025 Dependency Parsing Language Modeling
— Unverified Semantic-based Unsupervised Framing Analysis (SUFA): A Novel Approach for Computational Framing Analysis May 21, 2025 Dependency Parsing
— Unverified Hierarchical Bracketing Encodings for Dependency Parsing as Tagging May 16, 2025 Dependency Parsing
Code Code Available Computational Identification of Regulatory Statements in EU Legislation May 1, 2025 Dependency Parsing
— Unverified Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis Apr 15, 2025 Aspect-Based Sentiment Analysis Dependency Parsing
— Unverified Foundations and Evaluations in NLP Apr 2, 2025 Boundary Detection Dependency Parsing
— Unverified 