Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing Jul 9, 2023 Data Augmentation Semantic Parsing
Code Code Available Incorporating Graph Information in Transformer-based AMR Parsing Jun 23, 2023 Abstract Meaning Representation AMR Parsing
Code Code Available On Evaluating Multilingual Compositional Generalization with Translated Datasets Jun 20, 2023 Machine Translation Semantic Parsing
Code Code Available Discourse Representation Structure Parsing for Chinese Jun 16, 2023 Machine Translation Semantic Parsing
Code Code Available T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Jun 14, 2023 Natural Language Queries Reranking
Code Code Available Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks Jun 12, 2023 Semantic Parsing
— Unverified XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Jun 7, 2023 Cross-Lingual Transfer Decoder
Code Code Available Does Character-level Information Always Improve DRS-based Semantic Parsing? Jun 4, 2023 Semantic Parsing
Code Code Available Incorporating Deep Syntactic and Semantic Knowledge for Chinese Sequence Labeling with GCN Jun 3, 2023 Chinese Word Segmentation Part-Of-Speech Tagging
— Unverified Zero and Few-shot Semantic Parsing with Ambiguous Inputs Jun 1, 2023 Semantic Parsing
Code Code Available Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding May 31, 2023 Semantic Parsing Text to SQL
Code Code Available Compositional Generalization without Trees using Multiset Tagging and Latent Permutations May 26, 2023 Inductive Bias Semantic Parsing
Code Code Available Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing May 24, 2023 Graph Question Answering Question Answering
Code Code Available Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing May 24, 2023 In-Context Learning Retrieval
— Unverified Error Detection for Text-to-SQL Semantic Parsing May 23, 2023 Language Modeling Language Modelling
Code Code Available Skill-Based Few-Shot Selection for In-Context Learning May 23, 2023 In-Context Learning Semantic Parsing
— Unverified The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning May 22, 2023 Active Learning Semantic Parsing
— Unverified HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution May 12, 2023 Knowledge Graphs Question Answering
— Unverified QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing May 11, 2023 Question Rewriting Semantic Parsing
— Unverified Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding May 8, 2023 Form Graph Neural Network
Code Code Available Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing May 7, 2023 Semantic Parsing Text to SQL
— Unverified Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels May 5, 2023 Semantic Parsing Sentence
— Unverified Conversational Semantic Parsing using Dynamic Context Graphs May 4, 2023 Graph Neural Network Knowledge Graphs
Code Code Available A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge May 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Apr 25, 2023 Semantic Parsing Text Generation
Code Code Available Divide and Prompt: Chain of Thought Prompting for Text-to-SQL Apr 23, 2023 Semantic Parsing Text to SQL
— Unverified TreePiece: Faster Semantic Parsing via Tree Tokenization Mar 30, 2023 Decoder Semantic Parsing
— Unverified Did You Mean...? Confidence-based Trade-offs in Semantic Parsing Mar 29, 2023 Semantic Parsing
— Unverified On Codex Prompt Engineering for OCL Generation: An Empirical Study Mar 28, 2023 Few-Shot Learning Prompt Engineering
— Unverified Knowledge-augmented Frame Semantic Parsing with Hybrid Prompt-tuning Mar 25, 2023 Knowledge Probing Semantic Parsing
— Unverified NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools Mar 2, 2023 Entity Linking Relation Extraction
Code Code Available Is Japanese CCGBank empirically correct? A case study of passive and causative constructions Feb 28, 2023 Semantic Parsing
— Unverified PAC Prediction Sets for Large Language Models of Code Feb 17, 2023 Code Generation Prediction
Code Code Available On graph-based reentrancy-free semantic parsing Feb 15, 2023 Semantic Parsing TAG
— Unverified The Role of Semantic Parsing in Understanding Procedural Text Feb 14, 2023 Semantic Parsing Semantic Role Labeling
Code Code Available On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex Jan 30, 2023 Adversarial Robustness Language Modeling
— Unverified Active Learning for Multilingual Semantic Parser Jan 30, 2023 Active Learning Semantic Parsing
— Unverified Underwater Robotics Semantic Parser Assistant Jan 28, 2023 Form Semantic Parsing
Code Code Available Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification Jan 26, 2023 Semantic Parsing Uncertainty Quantification
— Unverified Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) Jan 25, 2023 Language Modeling Language Modelling
— Unverified Low-Resource Compositional Semantic Parsing with Concept Pretraining Jan 24, 2023 Decoder Domain Adaptation
— Unverified Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Jan 19, 2023 Contrastive Learning Semantic Parsing
— Unverified Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Jan 10, 2023 Decoder Semantic Parsing
— Unverified Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs Jan 5, 2023 Mathematical Proofs Semantic Parsing
Code Code Available Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Jan 3, 2023 Semantic Parsing Text to SQL
— Unverified Semantic Operator Prediction and Applications Jan 1, 2023 POS Prediction
— Unverified MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing Dec 27, 2022 Benchmarking Semantic Parsing
— Unverified ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Dec 21, 2022 Attribute Knowledge Base Construction
— Unverified 