Towards Universal Semantic Representation Aug 1, 2019 Abstract Meaning Representation Natural Language Understanding
— Unverified Domain Adaptation of SRL Systems for Biological Processes Aug 1, 2019 Domain Adaptation Semantic Role Labeling
— Unverified Syntax-aware Neural Semantic Role Labeling Jul 22, 2019 Semantic Parsing Semantic Role Labeling
Code Code Available Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling Jun 1, 2019 Fine-Grained Opinion Analysis Opinion Mining
Code Code Available How to best use Syntax in Semantic Role Labelling Jun 1, 2019 Semantic Role Labeling
Code Code Available An Approach for Process Model Extraction By Multi-Grained Text Classification May 16, 2019 General Classification Management
Code Code Available Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems May 1, 2019 Document Dating Goal-Oriented Dialogue Systems
— Unverified Simple BERT Models for Relation Extraction and Semantic Role Labeling Apr 10, 2019 Relation Relation Extraction
Code Code Available Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles Apr 5, 2019 Cross-Lingual Transfer Semantic Role Labeling
— Unverified LINSPECTOR: Multilingual Probing Tasks for Word Representations Mar 22, 2019 Dependency Parsing named-entity-recognition
Code Code Available Syntax-aware Neural Semantic Role Labeling with Supertags Mar 12, 2019 Semantic Role Labeling TAG
Code Code Available Syntax-aware Semantic Role Labeling without Parsing Mar 1, 2019 ARC Semantic Role Labeling
Code Code Available Polyglot Contextual Representations Improve Crosslingual Transfer Feb 26, 2019 Dependency Parsing Language Modeling
Code Code Available An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling Feb 4, 2019 Semantic Role Labeling
— Unverified Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available Debugging Frame Semantic Role Labeling Jan 22, 2019 Semantic Parsing Semantic Role Labeling
— Unverified Dependency or Span, End-to-End Uniform Semantic Role Labeling Jan 16, 2019 Model Optimization Semantic Role Labeling
Code Code Available Semantic Role Labeling in Conversational Chat using Deep Bi-Directional Long Short-Term Memory Networks with Attention Mechanism Dec 1, 2018 Semantic Role Labeling
— Unverified Improving Japanese semantic-role-labeling performance with transfer learning as case for limited resources of tagged corpora on aggregated language Dec 1, 2018 Semantic Role Labeling Transfer Learning
— Unverified Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? Nov 12, 2018 Semantic Role Labeling Word Embeddings
— Unverified Semantic Role Labeling for Knowledge Graph Extraction from Text Nov 4, 2018 Dependency Parsing Semantic Role Labeling
— Unverified FrameIt: Ontology Discovery for Noisy User-Generated Text Nov 1, 2018 Active Learning Semantic Role Labeling
— Unverified Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures Nov 1, 2018 General Classification Image Classification
— Unverified Semantic role labeling tools for biomedical question answering: a study of selected tools on the BioASQ datasets Nov 1, 2018 Named Entity Recognition (NER) Part-Of-Speech Tagging
— Unverified DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction Nov 1, 2018 BIG-bench Machine Learning Relation
— Unverified Textual Entailment based Question Generation Nov 1, 2018 Dependency Parsing Natural Language Inference
— Unverified A Span Selection Model for Semantic Role Labeling Oct 4, 2018 model Semantic Role Labeling
Code Code Available LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs Oct 1, 2018 Lemmatization Machine Translation
Code Code Available Grounding Semantic Roles in Images Oct 1, 2018 Image Captioning Question Answering
— Unverified A Unified Syntax-aware Framework for Semantic Role Labeling Oct 1, 2018 Machine Translation Question Answering
Code Code Available Corpus-Driven Thematic Hierarchy Induction Oct 1, 2018 Machine Translation Question Answering
— Unverified Predicting the Argumenthood of English Prepositional Phrases Sep 20, 2018 Diagnostic Prediction
— Unverified Explicit Contextual Semantics for Text Comprehension Sep 8, 2018 Machine Reading Comprehension Natural Language Understanding
— Unverified Attentive Semantic Role Labeling with Boundary Indicator Sep 8, 2018 Semantic Role Labeling Sentence
— Unverified Affordance Extraction and Inference based on Semantic Role Labeling Sep 3, 2018 Common Sense Reasoning Semantic Role Labeling
— Unverified Towards Semi-Supervised Learning for Deep Semantic Role Labeling Aug 28, 2018 Semantic Role Labeling
— Unverified Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data Aug 28, 2018 Semantic Parsing Semantic Role Labeling
Code Code Available Computing Word Classes Using Spectral Clustering Aug 16, 2018 Clustering Dependency Parsing
— Unverified A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware? Aug 11, 2018 Decoder Semantic Role Labeling
Code Code Available Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions Aug 1, 2018 Language Acquisition Part-Of-Speech Tagging
Code Code Available Frame Semantics across Languages: Towards a Multilingual FrameNet Aug 1, 2018 Question Answering Semantic Parsing
— Unverified Knowledge Representation and Extraction at Scale Aug 1, 2018 Articles General Knowledge
— Unverified Local String Transduction as Sequence Labeling Aug 1, 2018 Lemmatization Machine Translation
— Unverified What's in Your Embedding, And How It Predicts Task Performance Aug 1, 2018 Named Entity Recognition (NER) Semantic Role Labeling
— Unverified Automatically Extracting Qualia Relations for the Rich Event Ontology Aug 1, 2018 Semantic Role Labeling World Knowledge
— Unverified Data-Driven Text Simplification Aug 1, 2018 Lexical Simplification Machine Translation
— Unverified A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? Aug 1, 2018 Decoder Machine Translation
— Unverified A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages Aug 1, 2018 Feature Engineering Semantic Role Labeling
— Unverified A New Approach to Animacy Detection Aug 1, 2018 Coreference Resolution Semantic Role Labeling
— Unverified 