LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Apr 28, 2020 Fact Checking Semantic Parsing
— Unverified Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation Apr 18, 2020 Descriptive Question Generation
— Unverified A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation Apr 16, 2020 Question Answering Semantic Parsing
— Unverified Bootstrapping a Crosslingual Semantic Parser Apr 6, 2020 Machine Translation Semantic Parsing
Code Code Available TAPAS: Weakly Supervised Table Parsing via Pre-training Apr 5, 2020 Question Answering Semantic Parsing
Code Code Available Revisit Systematic Generalization via Meaningful Learning Mar 14, 2020 Data Augmentation Machine Translation
Code Code Available Exploring Neural Models for Parsing Natural Language into First-Order Logic Feb 16, 2020 Decoder Semantic Parsing
— Unverified A Data Efficient End-To-End Spoken Language Understanding Architecture Feb 14, 2020 Chunking Language Modeling
— Unverified Compositional Neural Machine Translation by Removing the Lexicon from Syntax Feb 6, 2020 Decoder Machine Translation
— Unverified How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context Feb 3, 2020 Semantic Parsing
— Unverified Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing Jan 30, 2020 Semantic Parsing slot-filling
— Unverified From Natural Language Instructions to Complex Processes: Issues in Chaining Trigger Action Rules Jan 8, 2020 Semantic Parsing
— Unverified Metagross: Meta Gated Recursive Controller Units for Sequence Modeling Jan 1, 2020 Code Generation Inductive Bias
— Unverified Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Dec 20, 2019 BIG-bench Machine Learning Question Answering
Code Code Available Fast Intent Classification for Spoken Language Understanding Dec 3, 2019 Classification Decision Making
Code Code Available Novel positional encodings to enable tree-based transformers Dec 1, 2019 Program Synthesis Semantic Parsing
Code Code Available Merging Weak and Active Supervision for Semantic Parsing Nov 29, 2019 Active Learning Semantic Parsing
Code Code Available Zero-Shot Semantic Parsing for Instructions Nov 20, 2019 Semantic Parsing Triplet
Code Code Available Data-Free Point Cloud Network for 3D Face Recognition Nov 12, 2019 3D Object Classification Face Recognition
— Unverified Learning from Explanations with Neural Execution Tree Nov 4, 2019 Data Augmentation Multi-hop Question Answering
Code Code Available EUSP: An Easy-to-Use Semantic Parsing PlatForm Nov 1, 2019 Semantic Parsing
— Unverified Graph Enhanced Cross-Domain Text-to-SQL Generation Nov 1, 2019 Natural Language Understanding Semantic Parsing
— Unverified Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog Nov 1, 2019 Decoder Semantic Parsing
— Unverified BME-UW at SRST-2019: Surface realization with Interpreted Regular Tree Grammars Nov 1, 2019 Decoder Semantic Parsing
— Unverified \'UFAL-Oslo at MRP 2019: Garage Sale Semantic Parsing Nov 1, 2019 Semantic Parsing
— Unverified \'UFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task Nov 1, 2019 Dependency Parsing Lemmatization
Code Code Available LIMIT-BERT : Linguistic Informed Multi-Task BERT Oct 31, 2019 Multi-Task Learning POS
— Unverified Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection Oct 31, 2019 Language Modeling Language Modelling
— Unverified Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base Oct 28, 2019 Information Retrieval Question Answering
— Unverified ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task Oct 24, 2019 Dependency Parsing Graph Neural Network
Code Code Available A Hybrid Semantic Parsing Approach for Tabular Data Analysis Oct 23, 2019 Semantic Parsing
— Unverified Universal Decompositional Semantic Parsing Oct 22, 2019 Attribute Prediction
— Unverified Question Answering over Knowledge Graphs via Structural Query Patterns Oct 22, 2019 Knowledge Graphs Question Answering
— Unverified Diversity in Fashion Recommendation using Semantic Parsing Oct 18, 2019 Diversity Retrieval
Code Code Available Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Oct 14, 2019 Domain Adaptation Image Retrieval
— Unverified Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Oct 11, 2019 Conversational Question Answering Multi-Task Learning
Code Code Available Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning Oct 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging Oct 7, 2019 Cross-Lingual Transfer Semantic Parsing
— Unverified Robust Semantic Parsing with Adversarial Learning for Domain Generalization Oct 1, 2019 domain classification Domain Generalization
— Unverified Semantic Graph Parsing with Recurrent Neural Network DAG Grammars Sep 30, 2019 DRS Parsing Semantic Parsing
— Unverified Improving Semantic Parsing with Neural Generator-Reranker Architecture Sep 27, 2019 Decoder Semantic Parsing
— Unverified A Split-and-Recombine Approach for Follow-up Query Analysis Sep 19, 2019 Natural Language Queries Semantic Parsing
Code Code Available CORD: A Consolidated Receipt Dataset for Post-OCR Parsing Sep 14, 2019 Optical Character Recognition (OCR) Semantic Parsing
Code Code Available Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning Sep 12, 2019 Meta-Learning Semantic Parsing
— Unverified Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs Sep 9, 2019 Inductive Bias Semantic Parsing
Code Code Available Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering Sep 6, 2019 Question Answering Semantic Parsing
— Unverified Broad-Coverage Semantic Parsing as Transduction Sep 5, 2019 AMR Parsing Semantic Parsing
— Unverified A Sketch-Based System for Semantic Parsing Sep 2, 2019 Reranking Semantic Parsing
Code Code Available Exploiting Frame-Semantics and Frame-Semantic Parsing for Automatic Extraction of Typological Information from Descriptive Grammars of Natural Languages Sep 1, 2019 Descriptive Semantic Parsing
— Unverified 