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 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing May 24, 2022 Decoder In-Context Learning
— Unverified LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing May 19, 2022 Semantic Parsing Systematic Generalization
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 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL May 14, 2022 Dialogue State Tracking 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 Guided K-best Selection for Semantic Parsing Annotation May 1, 2022 Semantic Parsing valid
— Unverified Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing May 1, 2022 Fact Verification Semantic Parsing
Code Code Available Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue May 1, 2022 Machine Translation Semantic Parsing
— 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 Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation May 1, 2022 Natural Language Understanding 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 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty May 1, 2022 Semantic Parsing
— Unverified OPERA:Operation-Pivoted Discrete Reasoning over Text Apr 29, 2022 Machine Reading Comprehension Reading Comprehension
— Unverified Training Naturalized Semantic Parsers with Very Little Data Apr 29, 2022 Semantic Parsing
Code Code Available Counterfactual Explanations for Natural Language Interfaces Apr 27, 2022 counterfactual Semantic Parsing
Code Code Available Modern Baselines for SPARQL Semantic Parsing Apr 27, 2022 Knowledge Graphs Semantic Parsing
Code Code Available Better Query Graph Selection for Knowledge Base Question Answering Apr 27, 2022 Knowledge Base Question Answering Question Answering
— Unverified A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available 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 ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues Mar 23, 2022 Semantic 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 HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Mar 14, 2022 Semantic Parsing Text to SQL
— Unverified S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers 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 pNLP-Mixer: an Efficient all-MLP Architecture for Language Feb 9, 2022 All intent-classification
Code Code Available 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 SUBS: Subtree Substitution for Compositional Semantic Parsing Jan 16, 2022 Data Augmentation 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 Few-Shot Semantic Parsing with Language Models Trained On Code Jan 16, 2022 Semantic Parsing
— Unverified Logical Story Representations via FrameNet + Semantic Parsing Jan 16, 2022 Formal Logic Question Answering
— Unverified A Two-Stage Approach towards Generalization in Knowledge Base Question Answering Jan 16, 2022 Knowledge Base Question Answering Knowledge Graphs
— Unverified Learning to Transpile AMR into SPARQL Jan 16, 2022 Abstract Meaning Representation Knowledge Base Question Answering
— Unverified Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Jan 16, 2022 Code Generation Knowledge Distillation
— Unverified Efficient Zero-Shot Semantic Parsing with Paraphrasing from Pretrained Language Models Jan 16, 2022 Semantic Parsing
— Unverified Semantic Parsing for Planning Goals as Constrained Combinatorial Contextual Bandits Jan 16, 2022 Multi-Armed Bandits Semantic Parsing
— Unverified Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing Jan 16, 2022 Few-Shot Learning In-Context Learning
— Unverified UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Jan 16, 2022 Few-Shot Learning Question Answering
Code Code Available 