Intégration de tâches: étiquetage morpho-syntaxique, analyse syntaxique et analyse sémantique traités comme une tâche unique (Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task ) Jun 1, 2021 Semantic Parsing
— Unverified Diagnosing Transformers in Task-Oriented Semantic Parsing May 27, 2021 Semantic Parsing valid
— Unverified A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions May 25, 2021 Information Retrieval Knowledge Base Question Answering
— Unverified RobeCzech: Czech RoBERTa, a monolingual contextualized language representation model May 24, 2021 Semantic Parsing
— Unverified Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model May 18, 2021 Clustering Decoder
Code Code Available Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time May 16, 2021 Semantic Parsing
— Unverified Doing Natural Language Processing in A Natural Way: An NLP toolkit based on object-oriented knowledge base and multi-level grammar base May 11, 2021 Semantic Parsing
Code Code Available Toward Code Generation: A Survey and Lessons from Semantic Parsing Apr 26, 2021 Code Generation Program Synthesis
— Unverified Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Apr 21, 2021 Articles Natural Language Understanding
— Unverified Case-based Reasoning for Natural Language Queries over Knowledge Bases Apr 18, 2021 Knowledge Base Question Answering Natural Language Queries
— Unverified Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing Apr 15, 2021 Cross-Lingual Transfer Decoder
— Unverified Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling Apr 15, 2021 Semantic Parsing
— Unverified Joint Universal Syntactic and Semantic Parsing Apr 12, 2021 Semantic Parsing
Code Code Available ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Apr 10, 2021 Decoder Semantic Parsing
Code Code Available Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Apr 5, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network Apr 2, 2021 Data Augmentation Data Visualization
Code Code Available Semantic Parsing of Brief and Multi-Intent Natural Language Utterances Apr 1, 2021 Semantic Parsing
— Unverified Semantic Parsing of Disfluent Speech Apr 1, 2021 Semantic Parsing
— Unverified Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task Apr 1, 2021 Dependency Parsing Part-Of-Speech Tagging
— Unverified Exploiting Definitions for Frame Identification Apr 1, 2021 Semantic Parsing Sentence
Code Code Available NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
Code Code Available Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Mar 13, 2021 Conversational Question Answering Knowledge Graphs
Code Code Available Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing Mar 1, 2021 Semantic Parsing
— Unverified Semantic Parsing to Manipulate Relational Database For a Management System Feb 18, 2021 Management NER
— Unverified On Robustness of Neural Semantic Parsers Feb 2, 2021 Data Augmentation Semantic Parsing
— Unverified El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Jan 26, 2021 Data Augmentation Semantic Parsing
— Unverified Distilling Large Language Models into Tiny and Effective Students using pQRNN Jan 21, 2021 Data Augmentation Semantic Parsing
— Unverified Modeling Global Semantics for Question Answering over Knowledge Bases Jan 5, 2021 Question Answering Semantic Parsing
— Unverified PhraseTransformer: Self-Attention using Local Context for Semantic Parsing Jan 1, 2021 Machine Translation Semantic Parsing
Code Code Available SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing Jan 1, 2021 Dialogue State Tracking Language Modeling
— Unverified Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks Jan 1, 2021 Code Generation Inductive Bias
— Unverified Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing Jan 1, 2021 Generalization Bounds Machine Translation
— Unverified Adaptive Self-training for Neural Sequence Labeling with Few Labels Jan 1, 2021 Meta-Learning named-entity-recognition
— Unverified *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task Dec 15, 2020 BIG-bench Machine Learning Semantic Parsing
— Unverified Iterative Utterance Segmentation for Neural Semantic Parsing Dec 13, 2020 Segmentation Semantic Parsing
— Unverified Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Dec 9, 2020 Graph Neural Network Semantic Parsing
Code Code Available Bifold and Semantic Reasoning for Pedestrian Behavior Prediction Dec 6, 2020 Prediction Semantic Parsing
— Unverified Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Dec 3, 2020 Abstract Meaning Representation Entity Linking
— Unverified Semantic Structural Decomposition for Neural Machine Translation Dec 1, 2020 Machine Translation Semantic Parsing
Code Code Available Semantic parsing with fuzzy meaning representations Dec 1, 2020 Semantic Parsing
— Unverified Transformer Semantic Parsing Dec 1, 2020 Decoder Question Answering
— Unverified Predicting Coreference in Abstract Meaning Representations Dec 1, 2020 Abstract Meaning Representation coreference-resolution
— Unverified Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing Dec 1, 2020 Semantic Parsing Sentence
— Unverified The 2020 Bilingual, Bi-Directional WebNLG+ Shared Task: Overview and Evaluation Results (WebNLG+ 2020) Dec 1, 2020 Semantic Parsing Text Generation
— Unverified BMEAUT at SemEval-2020 Task 2: Lexical Entailment with Semantic Graphs Dec 1, 2020 Lexical Entailment Semantic Parsing
— Unverified Machine Translation Aided Bilingual Data-to-Text Generation and Semantic Parsing Dec 1, 2020 Data-to-Text Generation Machine Translation
— Unverified Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation Dec 1, 2020 Question Answering Retrieval
— Unverified Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks Nov 26, 2020 Semantic Parsing Semantic Role Labeling
— Unverified Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Nov 3, 2020 Denoising Natural Language Understanding
— Unverified Accurate polyglot semantic parsing with DAG grammars Nov 1, 2020 Graph Generation Semantic Parsing
— Unverified 