SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher Oct 17, 2022 Natural Language Queries Semantic Parsing
Code Code Available AskYourDB: An end-to-end system for querying and visualizing relational databases using natural language Oct 16, 2022 Semantic Parsing
— Unverified UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation Oct 15, 2022 Question Answering Semantic Parsing
Code Code Available Bootstrapping Multilingual Semantic Parsers using Large Language Models Oct 13, 2022 Semantic Parsing Translation
— Unverified CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing Oct 13, 2022 Data Augmentation Semantic Parsing
— Unverified Benchmarking Long-tail Generalization with Likelihood Splits Oct 13, 2022 Benchmarking Language Modeling
Code Code Available Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing Oct 10, 2022 Semantic Parsing
Code Code Available Compositional Generalisation with Structured Reordering and Fertility Layers Oct 6, 2022 Semantic Parsing
Code Code Available Binding Language Models in Symbolic Languages Oct 6, 2022 Language Modelling Semantic Parsing
Code Code Available Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing Oct 4, 2022 Decoder Hallucination
— Unverified Neural-Symbolic Recursive Machine for Systematic Generalization Oct 4, 2022 Arithmetic Reasoning Machine Translation
— Unverified Text-to-Text Extraction and Verbalization of Biomedical Event Graphs Oct 1, 2022 Event Extraction Semantic Parsing
Code Code Available Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations Oct 1, 2022 Semantic Parsing
Code Code Available Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning Oct 1, 2022 Natural Language Inference reinforcement-learning
— Unverified Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Oct 1, 2022 Code Generation Knowledge Distillation
— Unverified 融合知识的多目标词联合框架语义分析模型(Knowledge-integrated Joint Model For Multi-target Frame Semantic Parsing) Oct 1, 2022 Semantic Parsing
— Unverified Data Synthesis and Iterative Refinement for Neural Semantic Parsing without Annotated Logical Forms Oct 1, 2022 Denoising Language Modeling
— Unverified Compositional Semantic Parsing with Large Language Models Sep 29, 2022 Semantic Parsing
— Unverified Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Sep 29, 2022 Prediction Retrieval
— Unverified Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding Sep 28, 2022 NER Semantic Parsing
— Unverified Meta-Learning a Cross-lingual Manifold for Semantic Parsing Sep 26, 2022 Cross-Lingual Transfer Machine Translation
Code Code Available CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task Sep 21, 2022 intent-classification Intent Classification
Code Code Available T5QL: Taming language models for SQL generation Sep 21, 2022 Code Generation Re-Ranking
— Unverified Knowledge Base Question Answering: A Semantic Parsing Perspective Sep 12, 2022 Attribute Knowledge Base Question Answering
— Unverified Reducing Model Churn: Stable Re-training of Conversational Agents Sep 1, 2022 Semantic Parsing Structured Prediction
Code Code Available GRILLBot: An Assistant for Real-World Tasks with Neural Semantic Parsing and Graph-Based Representations Aug 31, 2022 Semantic Parsing
— Unverified A Survey on Table Question Answering: Recent Advances Jul 12, 2022 Question Answering Semantic Parsing
— Unverified Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base Jul 8, 2022 Question Answering Relation Extraction
Code Code Available OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Jul 8, 2022 Question Answering Retrieval
Code Code Available TurkishDelightNLP: A Neural Turkish NLP Toolkit Jul 1, 2022 Dependency Parsing Morphological Tagging
Code Code Available Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models Jul 1, 2022 Abstract Meaning Representation AMR Parsing
— Unverified OPERA: Operation-Pivoted Discrete Reasoning over Text Jul 1, 2022 Machine Reading Comprehension Reading Comprehension
Code Code Available Logical Story Representations via FrameNet + Semantic Parsing Jul 1, 2022 Formal Logic Question Answering
— Unverified Interactive Learning from Natural Language and Demonstrations using Signal Temporal Logic Jul 1, 2022 Formal Logic Q-Learning
— Unverified STOP: A dataset for Spoken Task Oriented Semantic Parsing Jun 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder Language Modeling
Code Code Available A Double-Graph Based Framework for Frame Semantic Parsing Jun 18, 2022 graph construction Semantic Parsing
Code Code Available Cross-lingual AMR Aligner: Paying Attention to Cross-Attention Jun 15, 2022 Abstract Meaning Representation Semantic Parsing
Code Code Available Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings Jun 13, 2022 Abstract Meaning Representation AMR Parsing
— Unverified Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing Jun 10, 2022 Semantic Parsing
— Unverified Multilingual Abstract Meaning Representation for Celtic Languages Jun 1, 2022 Abstract Meaning Representation Semantic Parsing
— Unverified The Robotic Surgery Procedural Framebank Jun 1, 2022 Natural Language Understanding Semantic Parsing
Code Code Available Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing Jun 1, 2022 Semantic Parsing Semantic Role Labeling
— Unverified Makadi: A Large-Scale Human-Labeled Dataset for Hindi Semantic Parsing Jun 1, 2022 Diversity Natural Language Queries
— Unverified Un algorithme d’analyse sémantique fondée sur les graphes via le problème de l’arborescence généralisée couvrante (A graph-based semantic parsing algorithm via the generalized spanning arborescence problem) Jun 1, 2022 Semantic Parsing
— Unverified Prompt Injection: Parameterization of Fixed Inputs May 31, 2022 Semantic Parsing Zero-Shot Learning
Code Code Available Transformer with Tree-order Encoding for Neural Program Generation May 30, 2022 Code Generation Decoder
Code Code Available Semantic Parsing of Interpage Relations May 26, 2022 Classification Dependency Parsing
— Unverified TAGPRIME: A Unified Framework for Relational Structure Extraction May 25, 2022 Event Argument Extraction Language Modelling
Code Code Available GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation May 24, 2022 Few-Shot Learning Semantic Parsing
Code Code Available 