A Root of a Problem: Optimizing Single-Root Dependency Parsing Nov 1, 2021 Dependency Parsing
Code Code Available “Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks Nov 1, 2021 Cross-Lingual Transfer Cross-Lingual Word Embeddings
— Unverified Word Reordering for Zero-shot Cross-lingual Structured Prediction Nov 1, 2021 Dependency Parsing Morphological Tagging
— Unverified APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing Nov 1, 2021 Dependency Parsing Language Modeling
— Unverified MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer Nov 1, 2021 Cross-Lingual Transfer Dependency Parsing
— Unverified Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing Nov 1, 2021 Dependency Parsing Domain Adaptation
— Unverified ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 Oct 28, 2021 Dependency Parsing Language Modeling
Code Code Available Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Oct 26, 2021 Dependency Parsing Language Modelling
— Unverified Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Oct 19, 2021 Dependency Parsing Entity Linking
— Unverified Cross-lingual Constituency Parsing with Linguistic Typology Knowledge Oct 16, 2021 Constituency Parsing Cross-Lingual Transfer
— Unverified On the Sensitivity and Stability of Model Interpretations Oct 16, 2021 Adversarial Robustness Dependency Parsing
— Unverified Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing Oct 16, 2021 ARC Dependency Parsing
— Unverified TAG: Toward Accurate Social Media Content Tagging with a Concept Graph Oct 13, 2021 Dependency Parsing Graph Matching
— Unverified Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Oct 13, 2021 Dependency Parsing Semantic Role Labeling
Code Code Available Systematic Inequalities in Language Technology Performance across the World's Languages Oct 13, 2021 Dependency Parsing Machine Translation
Code Code Available Compositional Generalization in Dependency Parsing Oct 13, 2021 Dependency Parsing Semantic Parsing
— Unverified On the Relation between Syntactic Divergence and Zero-Shot Performance Oct 9, 2021 Cross-lingual zero-shot dependency parsing Dependency Parsing
Code Code Available Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data Oct 8, 2021 Cross-Lingual Transfer Dependency Parsing
Code Code Available Hierarchical information matters: Text classification via tree based graph neural network Oct 5, 2021 Classification Dependency Parsing
Code Code Available Instance-Based Neural Dependency Parsing Sep 28, 2021 Dependency Parsing
— Unverified Dependency Structure for News Document Summarization Sep 23, 2021 Dependency Parsing Document Summarization
— Unverified Dependency Induction Through the Lens of Visual Perception Sep 20, 2021 Constituency Grammar Induction Constituency Parsing
Code Code Available Headed-Span-Based Projective Dependency Parsing Sep 17, 2021 Dependency Parsing global-optimization
— Unverified Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing Sep 17, 2021 ARC Dependency Parsing
— Unverified Revisiting Tri-training of Dependency Parsers Sep 16, 2021 Dependency Parsing Word Embeddings
Code Code Available Improving Unsupervised Question Answering via Summarization-Informed Question Generation Sep 16, 2021 Articles Dependency Parsing
— Unverified Sparse Fuzzy Attention for Structured Sentiment Analysis Sep 14, 2021 Dependency Parsing Sentiment Analysis
— Unverified What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey Sep 14, 2021 Articles Decision Making
— Unverified Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction Sep 14, 2021 All Dependency Parsing
Code Code Available COMBO: State-of-the-Art Morphosyntactic Analysis Sep 11, 2021 Dependency Parsing Morphological Analysis
— Unverified Genre as Weak Supervision for Cross-lingual Dependency Parsing Sep 10, 2021 Dependency Parsing Sentence
Code Code Available Graph-Based Decoding for Task Oriented Semantic Parsing Sep 9, 2021 Dependency Parsing Semantic Parsing
— Unverified ELIT: Emory Language and Information Toolkit Sep 8, 2021 AMR Parsing Constituency Parsing
Code Code Available How much pretraining data do language models need to learn syntax? Sep 7, 2021 Dependency Parsing Paraphrase Identification
— Unverified ComboNER: A Lightweight All-In-One POS Tagger, Dependency Parser and NER Sep 1, 2021 All Dependency Parsing
— Unverified Delexicalized Cross-lingual Dependency Parsing for Xibe Sep 1, 2021 Dependency Parsing
— Unverified The Impact of Word Embeddings on Neural Dependency Parsing Sep 1, 2021 Dependency Parsing Word Embeddings
— Unverified How Does Adversarial Fine-Tuning Benefit BERT? Aug 31, 2021 Continual Learning Dependency Parsing
— Unverified Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing Aug 17, 2021 All Dependency Parsing
— Unverified Combining (second-order) graph-based and headed-span-based projective dependency parsing Aug 12, 2021 ARC Dependency Parsing
Code Code Available Headed-Span-Based Projective Dependency Parsing Aug 10, 2021 Constituency Parsing Dependency Parsing
Code Code Available Multi-Round Parsing-based Multiword Rules for Scientific OpenIE Aug 4, 2021 Dependency Parsing
— Unverified Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection Aug 1, 2021 Dependency Parsing
Code Code Available Domain-Aware Dependency Parsing for Questions Aug 1, 2021 Dependency Parsing
— Unverified 融合多粒度特征的低资源语言词性标记和依存分析联合模型(A Joint Model with Multi-Granularity Features of Low-resource Language POS Tagging and Dependency Parsing) Aug 1, 2021 Dependency Parsing POS
— Unverified Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary Aug 1, 2021 Dependency Parsing Word Embeddings
— Unverified Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing Aug 1, 2021 Clustering Dependency Parsing
— Unverified Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies Aug 1, 2021 Dependency Parsing Lemmatization
— Unverified The Reading Machine: A Versatile Framework for Studying Incremental Parsing Strategies Aug 1, 2021 Dependency Parsing Lemmatization
— Unverified RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages Aug 1, 2021 Dependency Parsing XLM-R
— Unverified 