HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge Aug 22, 2023 Multi-hop Question Answering Question Answering
— Unverified Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting Aug 1, 2023 Domain Generalization Language Modelling
— Unverified ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding Aug 1, 2023 Intent Detection Multiple-choice
Code Code Available Structural Transfer Learning in NL-to-Bash Semantic Parsers Jul 31, 2023 Machine Translation Semantic Parsing
— Unverified Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm Jul 25, 2023 Attribute Data Augmentation
Code Code Available 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 Recognize Anything: A Strong Image Tagging Model Jun 6, 2023 model Semantic Parsing
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 Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available 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 Grammar Prompting for Domain-Specific Language Generation with Large Language Models May 30, 2023 In-Context Learning Semantic Parsing
Code Code Available Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
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 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata May 23, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available Error Detection for Text-to-SQL Semantic Parsing May 23, 2023 Language Modeling Language Modelling
Code Code Available Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
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 XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages May 19, 2023 In-Context Learning Multilingual NLP
Code Code Available Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing May 14, 2023 Semantic Parsing Text to SQL
Code Code Available 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 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs May 4, 2023 Semantic Parsing SQL Parsing
Code Code Available 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 statistical language models as pragmatic reasoners May 1, 2023 Negation Semantic Parsing
Code Code Available 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 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 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 ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Mar 24, 2023 Form Semantic Parsing
Code Code Available Open-source Frame Semantic Parsing Mar 22, 2023 Semantic Parsing
Code Code Available Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Mar 14, 2023 Knowledge Base Question Answering Language Modeling
Code Code Available 