Evaluating Structural Generalization in Neural Machine Translation Jun 19, 2024 Machine Translation Semantic Parsing
Code Code Available Efficient Prompting for LLM-based Generative Internet of Things Jun 14, 2024 Prompt Engineering Question Answering
— Unverified Multimodal Contextualized Semantic Parsing from Speech Jun 10, 2024 Data Integration graph construction
Code Code Available Compositional Generalization with Grounded Language Models Jun 7, 2024 Knowledge Graphs Semantic Parsing
Code Code Available SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing Jun 1, 2024 Open-Domain Question Answering Question Answering
— Unverified CREPE: Coordinate-Aware End-to-End Document Parser May 1, 2024 document understanding Optical Character Recognition (OCR)
— Unverified Multi-hop Question Answering over Knowledge Graphs using Large Language Models Apr 30, 2024 Information Retrieval Knowledge Graphs
— Unverified Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations Apr 19, 2024 Semantic Parsing
Code Code Available Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey Apr 15, 2024 Information Retrieval Retrieval
— Unverified PMB5: Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks Apr 12, 2024 Semantic Parsing Text Generation
— Unverified Self-Improvement Programming for Temporal Knowledge Graph Question Answering Apr 2, 2024 Graph Question Answering In-Context Learning
— Unverified Ar-Spider: Text-to-SQL in Arabic Feb 22, 2024 Semantic Parsing Text to SQL
— Unverified Training Table Question Answering via SQL Query Decomposition Feb 19, 2024 Question Answering Semantic Parsing
— Unverified Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Feb 13, 2024 Data Augmentation Semantic Parsing
Code Code Available Neural Models for Source Code Synthesis and Completion Feb 8, 2024 Code Completion Data Augmentation
— Unverified LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System Feb 5, 2024 Diversity Intent Recognition
— Unverified Language-Guided World Models: A Model-Based Approach to AI Control Jan 24, 2024 Semantic Parsing
— Unverified How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering Jan 11, 2024 In-Context Learning Knowledge Base Question Answering
— Unverified Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 3, 2024 Conversational Question Answering Information Retrieval
Code Code Available Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases Dec 22, 2023 Retrieval Semantic Parsing
— Unverified kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Dec 17, 2023 In-Context Learning Prompt Engineering
— Unverified Semantic Parsing for Question Answering over Knowledge Graphs Dec 1, 2023 Decoder Graph Neural Network
— Unverified Leveraging Code to Improve In-context Learning for Semantic Parsing Nov 16, 2023 In-Context Learning Semantic Parsing
Code Code Available Predicting generalization performance with correctness discriminators Nov 15, 2023 Semantic Parsing
— Unverified Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation Nov 15, 2023 Constituency Parsing Knowledge Distillation
Code Code Available Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts Oct 28, 2023 Knowledge Base Question Answering Knowledge Graphs
— Unverified Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Oct 27, 2023 Data Interaction Data Visualization
— Unverified SLOG: A Structural Generalization Benchmark for Semantic Parsing Oct 23, 2023 Semantic Parsing
Code Code Available An In-Context Schema Understanding Method for Knowledge Base Question Answering Oct 22, 2023 In-Context Learning Knowledge Base Question Answering
— Unverified Structural generalization in COGS: Supertagging is (almost) all you need Oct 21, 2023 All Semantic Parsing
— Unverified Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval Semantic Parsing
Code Code Available A Unified View of Evaluation Metrics for Structured Prediction Oct 20, 2023 Prediction Relation Extraction
Code Code Available MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Oct 18, 2023 In-Context Learning Semantic Parsing
Code Code Available Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Oct 16, 2023 Dialogue State Tracking In-Context Learning
Code Code Available Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Oct 7, 2023 Continual Learning Data Augmentation
— Unverified Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Oct 1, 2023 Articles Question Answering
— Unverified PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis Sep 29, 2023 Novel View Synthesis Semantic Parsing
— Unverified L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Sep 29, 2023 Code Generation Math
— Unverified Towards End-User Development for IoT: A Case Study on Semantic Parsing of Cooking Recipes for Programming Kitchen Devices Sep 25, 2023 Semantic Parsing
Code Code Available LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Sep 24, 2023 Inductive Learning Segmentation
— Unverified Few-Shot Adaptation for Parsing Contextual Utterances with LLMs Sep 18, 2023 In-Context Learning Semantic Parsing
Code Code Available Augmenting text for spoken language understanding with Large Language Models Sep 17, 2023 Semantic Parsing Spoken Language Understanding
— Unverified Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Sep 15, 2023 Data Augmentation Knowledge Base Question Answering
Code Code Available Semantic Parsing in Limited Resource Conditions Sep 14, 2023 Active Learning Continual Learning
— Unverified 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 