Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor Oct 10, 2020 Dependency Parsing Knowledge Distillation
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 Pareto Probing: Trading Off Accuracy for Complexity Oct 5, 2020 ARC 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 A Survey of Unsupervised Dependency Parsing Oct 4, 2020 Dependency Parsing Survey
— Unverified Adversarial Attack and Defense of Structured Prediction Models Oct 4, 2020 Adversarial Attack Dependency Parsing
Code Code Available A Joint Model for Graph-based Chinese Dependency Parsing Oct 1, 2020 Chinese Dependency Parsing Chinese Word Segmentation
— Unverified Reusable Phrase Extraction Based on Syntactic Parsing Oct 1, 2020 Constituency Parsing Dependency Parsing
— Unverified 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) Oct 1, 2020 Chinese Dependency Parsing Dependency Parsing
— Unverified 半监督跨领域语义依存分析技术研究(Semi-supervised Domain Adaptation for Semantic Dependency Parsing) Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Cross-Lingual Dependency Parsing via Self-Training Oct 1, 2020 Cross-Lingual POS Tagging Cross-Lingual Transfer
— Unverified 联合依存分析的汉语语义组合模型(Chinese Semantic Composition Model with Dependency Parsing) Oct 1, 2020 Dependency Parsing Semantic Composition
— Unverified Cross-Lingual Domain Adaptation for Dependency Parsing Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Linguistic Structure Guided Context Modeling for Referring Image Segmentation Oct 1, 2020 Dependency Parsing Image Segmentation
Code Code Available Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Sep 29, 2020 Dependency Parsing
Code Code Available N-LTP: An Open-source Neural Language Technology Platform for Chinese Sep 24, 2020 Chinese Word Segmentation Dependency Parsing
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 semantic parsing with well-typedness guarantees Sep 15, 2020 Dependency Parsing Semantic Parsing
— Unverified A Practical Chinese Dependency Parser Based on A Large-scale Dataset Sep 2, 2020 Dependency Parsing
Code Code Available Fast and Accurate Neural CRF Constituency Parsing Aug 9, 2020 Constituency Parsing Dependency Parsing
Code Code Available Relation Extraction with Self-determined Graph Convolutional Network Aug 2, 2020 Dependency Parsing Relation
— Unverified Principal Word Vectors Jul 9, 2020 Dependency Parsing Word Similarity
— Unverified Greedy Transition-Based Dependency Parsing with Discrete and Continuous Supertag Features Jul 9, 2020 Dependency Parsing Transition-Based Dependency Parsing
— Unverified Research on Annotation Rules and Recognition Algorithm Based on Phrase Window Jul 7, 2020 Dependency Parsing Sentence
— Unverified Hybrid Enhanced Universal Dependencies Parsing Jul 1, 2020 Dependency Parsing
— Unverified Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing Jul 1, 2020 Dependency Parsing
— Unverified Linear Neural Parsing and Hybrid Enhancement for Enhanced Universal Dependencies Jul 1, 2020 Dependency Parsing
— Unverified CopyBERT: A Unified Approach to Question Generation with Self-Attention Jul 1, 2020 Dependency Parsing Language Modeling
— Unverified Semi-supervised Parsing with a Variational Autoencoding Parser Jul 1, 2020 Dependency Parsing
— Unverified Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Jul 1, 2020 ARC Decoder
Code Code Available Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples Jul 1, 2020 Dependency Parsing Question Answering
— Unverified Transition-based Semantic Dependency Parsing with Pointer Networks Jul 1, 2020 Dependency Parsing Semantic Dependency Parsing
— Unverified Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell Jul 1, 2020 Dependency Parsing POS
— Unverified Neural Reranking for Dependency Parsing: An Evaluation Jul 1, 2020 Dependency Parsing Reranking
— Unverified A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures Jun 19, 2020 Dependency Parsing Semantic Parsing
— Unverified Tagging and parsing of multidomain collections Jun 17, 2020 Dependency Parsing Language Modeling
Code Code Available Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks Jun 16, 2020 Cross-Lingual Transfer Dependency Parsing
Code Code Available FinEst BERT and CroSloEngual BERT: less is more in multilingual models Jun 14, 2020 Dependency Parsing NER
— Unverified Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data Jun 2, 2020 Dependency Parsing
Code Code Available Sur l'impact des contraintes structurelles pour l'analyse en d\'ependances profondes fond\'ee sur les graphes (On the impact of structural constraints for graph-based deep dependency parsing) Jun 1, 2020 Dependency Parsing
— Unverified Distilling Neural Networks for Greener and Faster Dependency Parsing Jun 1, 2020 CPU Dependency Parsing
— Unverified 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 Are All Languages Created Equal in Multilingual BERT? May 18, 2020 All Cross-Lingual Transfer
— Unverified 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 Treebank Embedding Vectors for Out-of-domain Dependency Parsing May 2, 2020 Dependency Parsing
Code Code Available 