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 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 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 Multilingual Abstract Meaning Representation for Celtic Languages Jun 1, 2022 Abstract Meaning Representation Semantic Parsing
— Unverified Makadi: A Large-Scale Human-Labeled Dataset for Hindi Semantic Parsing Jun 1, 2022 Diversity Natural Language Queries
— Unverified 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 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing May 24, 2022 Decoder In-Context Learning
— Unverified When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems May 24, 2022 Intent Recognition Natural Language Understanding
Code Code Available Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation May 18, 2022 Data Augmentation Semantic Parsing
— Unverified Measuring Alignment Bias in Neural Seq2Seq Semantic Parsers May 17, 2022 Semantic Parsing
Code Code Available SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models May 15, 2022 Out-of-Distribution Generalization Semantic Parsing
Code Code Available Compositional Task-Oriented Parsing as Abstractive Question Answering May 4, 2022 abstractive question answering Question Answering
Code Code Available SUBS: Subtree Substitution for Compositional Semantic Parsing May 3, 2022 Data Augmentation Semantic Parsing
Code Code Available Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue May 1, 2022 Machine Translation Semantic Parsing
— Unverified Guided K-best Selection for Semantic Parsing Annotation May 1, 2022 Semantic Parsing valid
— Unverified S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers May 1, 2022 Semantic Parsing Text to SQL
— Unverified Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty May 1, 2022 Semantic Parsing
— Unverified Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation May 1, 2022 Natural Language Understanding Semantic Parsing
Code Code Available Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing May 1, 2022 Fact Verification Semantic Parsing
Code Code Available KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base May 1, 2022 Conversational Question Answering Entity Disambiguation
Code Code Available Training Naturalized Semantic Parsers with Very Little Data Apr 29, 2022 Semantic Parsing
Code Code Available OPERA:Operation-Pivoted Discrete Reasoning over Text Apr 29, 2022 Machine Reading Comprehension Reading Comprehension
— Unverified Counterfactual Explanations for Natural Language Interfaces Apr 27, 2022 counterfactual Semantic Parsing
Code Code Available Better Query Graph Selection for Knowledge Base Question Answering Apr 27, 2022 Knowledge Base Question Answering Question Answering
— Unverified Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning Apr 14, 2022 CPU Decoder
— Unverified Reducing Model Jitter: Stable Re-training of Semantic Parsers in Production Environments Apr 10, 2022 Semantic Parsing
— Unverified Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Apr 7, 2022 Dependency Parsing Semantic Dependency Parsing
Code Code Available Deep Portrait Delighting Mar 22, 2022 Semantic Parsing Sensitivity
— Unverified Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation Mar 16, 2022 Data Augmentation Diversity
Code Code Available S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Mar 14, 2022 Semantic Parsing Text to SQL
— Unverified HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Mar 14, 2022 Semantic Parsing Text to SQL
— Unverified What Did You Say? Task-Oriented Dialog Datasets Are Not Conversational!? Mar 7, 2022 dialog state tracking Semantic Parsing
— Unverified Unfreeze with Care: Space-Efficient Fine-Tuning of Semantic Parsing Models Mar 5, 2022 Language Modeling Language Modelling
— Unverified Evaluating Persian Tokenizers Feb 22, 2022 Language Modeling Language Modelling
— Unverified Measuring and Reducing Model Update Regression in Structured Prediction for NLP Feb 7, 2022 Dependency Parsing Knowledge Distillation
— Unverified Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing Feb 2, 2022 Retrieval Semantic Parsing
— Unverified Compositionality as Lexical Symmetry Jan 30, 2022 Data Augmentation Inductive Bias
Code Code Available A Two-Stage Approach towards Generalization in Knowledge Base Question Answering Jan 16, 2022 Knowledge Base Question Answering Knowledge Graphs
— Unverified Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Jan 16, 2022 Code Generation Knowledge Distillation
— Unverified Few-Shot Semantic Parsing with Language Models Trained On Code Jan 16, 2022 Semantic Parsing
— Unverified Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing Jan 16, 2022 Few-Shot Learning In-Context Learning
— Unverified Semantic Parsing for Planning Goals as Constrained Combinatorial Contextual Bandits Jan 16, 2022 Multi-Armed Bandits Semantic Parsing
— Unverified SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Jan 16, 2022 Out-of-Distribution Generalization Semantic Parsing
— Unverified Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning Jan 16, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Efficient Zero-Shot Semantic Parsing with Paraphrasing from Pretrained Language Models Jan 16, 2022 Semantic Parsing
— Unverified SUBS: Subtree Substitution for Compositional Semantic Parsing Jan 16, 2022 Data Augmentation Semantic Parsing
— Unverified 