Unobserved Local Structures Make Compositional Generalization Hard Jan 15, 2022 Semantic Parsing
Code Code Available A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases Jan 15, 2022 Knowledge Base Question Answering Question Answering
Code Code Available Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning Jan 5, 2022 Generative Adversarial Network Graph Representation Learning
— Unverified OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data Dec 31, 2021 Answer Selection Machine Reading Comprehension
— Unverified Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing Dec 25, 2021 Ensemble Learning Semantic Parsing
— Unverified Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Dec 16, 2021 Natural Language Queries Semantic Parsing
Code Code Available Few-Shot Semantic Parsing with Language Models Trained On Code Dec 16, 2021 Semantic Parsing
— Unverified Learning to Transpile AMR into SPARQL Dec 15, 2021 Abstract Meaning Representation Knowledge Base Question Answering
— Unverified Few-shot Multi-hop Question Answering over Knowledge Base Dec 14, 2021 Few-Shot Learning Knowledge Base Question Answering
— Unverified Improving Compositional Generalization with Latent Structure and Data Augmentation Dec 14, 2021 Data Augmentation Diagnostic
Code Code Available Compositional Generalization for Natural Language Interfaces to Web APIs Dec 9, 2021 Semantic Parsing
— Unverified Hierarchical Neural Data Synthesis for Semantic Parsing Dec 4, 2021 Data Augmentation Semantic Parsing
— Unverified Context-Dependent Semantic Parsing for Temporal Relation Extraction Dec 2, 2021 Form Question Answering
— Unverified Cross-lingual Alignment of Knowledge Graph Triples with Sentences Dec 1, 2021 Data-to-Text Generation Knowledge Graph Completion
— Unverified Systematic Generalization with Edge Transformers Dec 1, 2021 Dependency Parsing Natural Language Understanding
Code Code Available Linking-Enhanced Pre-Training for Table Semantic Parsing Nov 18, 2021 Inductive Bias Language Modeling
— Unverified When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems Nov 16, 2021 Intent Recognition Natural Language Understanding
— Unverified Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Nov 16, 2021 Question Answering Semantic Parsing
— Unverified LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing Nov 16, 2021 Semantic Parsing Systematic Generalization
— Unverified The Power of Prompt Tuning for Low-Resource Semantic Parsing Nov 16, 2021 Semantic Parsing
— Unverified Making Transformers Solve Compositional Tasks Nov 16, 2021 Semantic Parsing
— Unverified Active Dialogue Simulation in Conversational Systems Nov 16, 2021 Active Learning Semantic Parsing
— Unverified Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty Nov 16, 2021 Semantic Parsing
— Unverified FedParsing: a Semi-Supervised Federated Learning Model on Semantic Parsing Nov 16, 2021 Federated Learning Semantic Parsing
— Unverified S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Nov 16, 2021 Semantic Parsing Text to SQL
— Unverified Disentangled Sequence to Sequence Learning for Compositional Generalization Nov 16, 2021 Disentanglement Machine Translation
— Unverified HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Nov 16, 2021 Dialogue State Tracking Semantic Parsing
— Unverified Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Nov 16, 2021 Data Augmentation Semantic Parsing
— Unverified CST5: Data augmentation for Code-Switched Semantic Parsing Nov 16, 2021 Data Augmentation Semantic Parsing
— Unverified A Neural Approach to KGQA via SPARQL Silhouette Generation Nov 16, 2021 Graph Question Answering Machine Translation
— Unverified Counting What Deserves to be Counted for Graph Parsing Nov 16, 2021 Semantic Parsing
— Unverified ConTFV: A Contrastive Learning Framework for Table-based Fact Verification Nov 16, 2021 Binary Classification Contrastive Learning
— Unverified A Chinese Multi-type Complex Questions Answering Dataset over Wikidata Nov 11, 2021 Knowledge Base Question Answering Question Answering
— Unverified A Two-Stage Approach towards Generalization in Knowledge Base Question Answering Nov 10, 2021 Knowledge Base Question Answering Knowledge Graphs
— Unverified Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Nov 9, 2021 Semantic Parsing Transfer Learning
Code Code Available Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
Code Code Available An in-depth look at Euclidean disk embeddings for structure preserving parsing Nov 1, 2021 Dependency Parsing Natural Language Inference
— Unverified Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling Nov 1, 2021 graph construction Graph Generation
Code Code Available Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing Nov 1, 2021 Cross-Lingual Transfer POS
Code Code Available Few-Shot Novel Concept Learning for Semantic Parsing Nov 1, 2021 Novel Concepts Program Synthesis
— Unverified Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing Nov 1, 2021 Out of Distribution (OOD) Detection Semantic Parsing
— Unverified Weakly Supervised Semantic Parsing by Learning from Mistakes Nov 1, 2021 Semantic Parsing
Code Code Available SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Nov 1, 2021 Semantic Parsing Text to SQL
Code Code Available Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users Oct 25, 2021 Dialogue Management Management
— Unverified A Double-Graph Based Framework for Frame Semantic Parsing Oct 16, 2021 graph construction Semantic Parsing
— Unverified Controllable Semantic Parsing via Retrieval Augmentation Oct 16, 2021 Retrieval Semantic Parsing
Code Code Available The Power of Prompt Tuning for Low-Resource Semantic Parsing Oct 16, 2021 Semantic Parsing
— Unverified On The Ingredients of an Effective Zero-shot Semantic Parser Oct 15, 2021 Diversity Semantic Parsing
— Unverified Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Oct 15, 2021 Question Answering Semantic Parsing
Code Code Available LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing Oct 14, 2021 Semantic Parsing Systematic Generalization
Code Code Available 