Advancing Seq2seq with Joint Paraphrase Learning Nov 1, 2020 Data Augmentation Multi-Task Learning
— Unverified Accurate polyglot semantic parsing with DAG grammars Nov 1, 2020 Graph Generation Semantic Parsing
— Unverified \'UFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN Nov 1, 2020 Semantic Parsing Sentence
Code Code Available LIMIT-BERT : Linguistics Informed Multi-Task BERT Nov 1, 2020 Language Modeling Language Modelling
Code Code Available An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text Nov 1, 2020 Relation Prediction Semantic Parsing
— Unverified Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
Code Code Available Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Oct 24, 2020 Semantic Parsing
Code Code Available Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
Code Code Available FLIN: A Flexible Natural Language Interface for Web Navigation Oct 24, 2020 Semantic Parsing slot-filling
— Unverified Overcoming Conflicting Data when Updating a Neural Semantic Parser Oct 23, 2020 Semantic Parsing
Code Code Available SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Oct 23, 2020 Semantic Parsing
Code Code Available Meta-Learning for Domain Generalization in Semantic Parsing Oct 22, 2020 Domain Generalization Meta-Learning
— Unverified Compositional Generalization via Semantic Tagging Oct 22, 2020 Semantic Parsing TAG
— Unverified On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Oct 21, 2020 Decoder Machine Translation
Code Code Available Open-Domain Frame Semantic Parsing Using Transformers Oct 21, 2020 Decoder Multi-Task Learning
Code Code Available 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 Improving Compositional Generalization in Semantic Parsing Oct 12, 2020 Decoder Semantic Parsing
Code Code Available HUJI-KU at MRP~2020: Two Transition-based Neural Parsers Oct 12, 2020 Semantic Parsing Vocal Bursts Valence Prediction
— Unverified COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Oct 12, 2020 Position Semantic Parsing
Code Code Available 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 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available 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 Adaptive Self-training for Few-shot Neural Sequence Labeling Oct 7, 2020 Meta-Learning named-entity-recognition
— Unverified Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Oct 7, 2020 Domain Adaptation Meta-Learning
— Unverified A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available 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 GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
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 N-LTP: An Open-source Neural Language Technology Platform for Chinese Sep 24, 2020 Chinese Word Segmentation Dependency Parsing
Code Code Available Progressive Semantic-Aware Style Transformation for Blind Face Restoration Sep 18, 2020 Blind Face Restoration Face Parsing
Code Code Available Grounded Adaptation for Zero-shot Executable Semantic Parsing Sep 16, 2020 Data Augmentation Dialogue State Tracking
Code Code Available Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Sep 16, 2020 Abstract Meaning Representation Question Answering
Code Code Available Fast semantic parsing with well-typedness guarantees Sep 15, 2020 Dependency Parsing Semantic Parsing
— Unverified Span-based Semantic Parsing for Compositional Generalization Sep 13, 2020 Semantic Parsing
Code Code Available 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 Identity-Guided Human Semantic Parsing for Person Re-Identification Jul 27, 2020 Clustering Human Parsing
Code Code Available 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 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base Jul 8, 2020 Attribute Diagnostic
Code Code Available DART: Open-Domain Structured Data Record to Text Generation Jul 6, 2020 Domain Generalization Semantic Parsing
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 