Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer Apr 21, 2024 Face Parsing Semantic Parsing
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 TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Apr 15, 2024 Natural Language Understanding Question Answering
Code Code Available 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 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction Mar 18, 2024 Semantic Parsing
Code Code Available Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Feb 23, 2024 In-Context Learning Knowledge Base Question Answering
Code Code Available 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 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Feb 9, 2024 Machine Translation Quantization
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 CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available 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 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Jan 9, 2024 Fact Verification In-Context Learning
Code Code Available 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 Rethinking Tabular Data Understanding with Large Language Models Dec 27, 2023 Semantic Parsing
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 Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering Nov 2, 2023 Semantic Parsing Visual Reasoning
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 A Unified View of Evaluation Metrics for Structured Prediction Oct 20, 2023 Prediction Relation Extraction
Code Code Available Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval Semantic Parsing
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 ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Oct 13, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available An Investigation of LLMs' Inefficacy in Understanding Converse Relations Oct 8, 2023 Knowledge Graph Completion Question Answering
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 Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available 