Advancing Seq2seq with Joint Paraphrase Learning Nov 1, 2020 Data Augmentation Multi-Task Learning
— Unverified Uncertainty and Traffic-Aware Active Learning for Semantic Parsing Nov 1, 2020 Active Learning Semantic Parsing
— Unverified An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text Nov 1, 2020 Relation Prediction Semantic Parsing
— Unverified LIMIT-BERT : Linguistics Informed Multi-Task BERT Nov 1, 2020 Language Modeling Language Modelling
Code Code Available FLIN: A Flexible Natural Language Interface for Web Navigation Oct 24, 2020 Semantic Parsing slot-filling
— Unverified Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Oct 24, 2020 Semantic Parsing
Code Code Available Overcoming Conflicting Data when Updating a Neural Semantic Parser Oct 23, 2020 Semantic Parsing
Code Code Available Compositional Generalization via Semantic Tagging Oct 22, 2020 Semantic Parsing TAG
— Unverified Meta-Learning for Domain Generalization in Semantic Parsing Oct 22, 2020 Domain Generalization Meta-Learning
— Unverified Improving Company Valuations with Automated Knowledge Discovery, Extraction and Fusion Oct 19, 2020 Semantic Parsing
— Unverified Hierarchical Poset Decoding for Compositional Generalization in Language Oct 15, 2020 Decoder Question Answering
— Unverified Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Oct 15, 2020 Continual Learning Goal-Oriented Dialogue Systems
— Unverified HUJI-KU at MRP~2020: Two Transition-based Neural Parsers Oct 12, 2020 Semantic Parsing Vocal Bursts Valence Prediction
— Unverified Learning Adaptive Language Interfaces through Decomposition Oct 11, 2020 Semantic Parsing
— Unverified Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings Oct 10, 2020 Semantic Parsing
— Unverified Word Level Language Identification in English Telugu Code Mixed Data Oct 9, 2020 Language Identification Machine Translation
— Unverified Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Oct 8, 2020 Cross-Lingual Transfer Natural Language Understanding
— Unverified Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Oct 7, 2020 Domain Adaptation Meta-Learning
— Unverified Adaptive Self-training for Few-shot Neural Sequence Labeling Oct 7, 2020 Meta-Learning named-entity-recognition
— Unverified A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sep 30, 2020 Graph Neural Network Semantic Parsing
Code Code Available A Survey on Semantic Parsing from the perspective of Compositionality Sep 29, 2020 Knowledge Base Question Answering Question Answering
— Unverified Conversational Semantic Parsing Sep 28, 2020 dialog state tracking Semantic Parsing
— Unverified Fast semantic parsing with well-typedness guarantees Sep 15, 2020 Dependency Parsing Semantic Parsing
— Unverified MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Aug 21, 2020 Benchmarking Semantic Parsing
— Unverified Person image generation with semantic attention network for person re-identification Aug 18, 2020 Image Generation Person Re-Identification
— Unverified Depressive, Drug Abusive, or Informative: Knowledge-aware Study of News Exposure during COVID-19 Outbreak Jul 30, 2020 Articles Informativeness
— Unverified A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Jul 26, 2020 Information Retrieval Question Answering
— Unverified Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Jul 17, 2020 Language Modeling Language Modelling
Code Code Available Semantic Evaluation for Text-to-SQL with Distilled Test Suite Jul 2, 2020 Semantic Parsing Text to SQL
— Unverified CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant Jul 1, 2020 Minecraft Semantic Parsing
— Unverified Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context Jul 1, 2020 Language Acquisition Program Synthesis
— Unverified Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing Jul 1, 2020 Semantic Parsing
— Unverified Semantic Parsing for English as a Second Language Jul 1, 2020 Grammatical Error Correction Language Acquisition
— Unverified Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing Jul 1, 2020 Retrieval Semantic Parsing
— Unverified Hinting Semantic Parsing with Statistical Word Sense Disambiguation Jun 29, 2020 Semantic Parsing Word Sense Disambiguation
— Unverified Domain Adaptation for Semantic Parsing Jun 23, 2020 Domain Adaptation Semantic Parsing
— Unverified A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures Jun 19, 2020 Dependency Parsing Semantic Parsing
— Unverified SPARQL query generation for complex question answering with BERT and BiLSTM-based model Jun 17, 2020 Knowledge Base Question Answering Question Answering
— Unverified Analyse s\'emantique robuste par apprentissage antagoniste pour la g\'en\'eralisation de domaine (Robust Semantic Parsing with Adversarial Learning for Domain Generalization ) Jun 1, 2020 Domain Generalization Semantic Parsing
— Unverified Noise Robust Named Entity Understanding for Voice Assistants May 29, 2020 domain classification Entity Linking
— Unverified The First Shared Task on Discourse Representation Structure Parsing May 27, 2020 DRS Parsing Negation
— Unverified Thirty Musts for Meaning Banking May 27, 2020 Semantic Parsing
— Unverified DRTS Parsing with Structure-Aware Encoding and Decoding May 14, 2020 Decoder Graph Attention
— Unverified Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback May 5, 2020 Form Semantic Parsing
— Unverified Constructing Web-Accessible Semantic Role Labels and Frames for Japanese as Additions to the NPCMJ Parsed Corpus May 1, 2020 AMR Parsing Semantic Parsing
— Unverified WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing May 1, 2020 Cross-Lingual Transfer Semantic Parsing
— Unverified Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing May 1, 2020 Retrieval Semantic Parsing
— Unverified Development of a General-Purpose Categorial Grammar Treebank May 1, 2020 Semantic Parsing
— Unverified Dataset and Enhanced Model for Eligibility Criteria-to-SQL Semantic Parsing May 1, 2020 Diversity Semantic Parsing
— Unverified Normalizing Compositional Structures Across Graphbanks Apr 29, 2020 Multi-Task Learning Semantic Parsing
— Unverified 