Recognize Anything: A Strong Image Tagging Model Jun 6, 2023 model Semantic Parsing
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 Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog Apr 11, 2021 Semantic Parsing
Code Code Available N-LTP: An Open-source Neural Language Technology Platform for Chinese Sep 24, 2020 Chinese Word Segmentation Dependency Parsing
Code Code Available Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Jan 9, 2024 Fact Verification 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 OpenICL: An Open-Source Framework for In-context Learning Mar 6, 2023 In-Context Learning Language Modeling
Code Code Available RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Feb 12, 2023 Decoder Language Modeling
Code Code Available Binding Language Models in Symbolic Languages Oct 6, 2022 Language Modelling Semantic Parsing
Code Code Available ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues Mar 23, 2022 Semantic Parsing
Code Code Available 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 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available A Pilot Study for Chinese SQL Semantic Parsing Sep 29, 2019 Cross-Lingual Word Embeddings Question Answering
Code Code Available Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Sep 24, 2018 Semantic Parsing Text to SQL
Code Code Available Where, What, Why: Towards Explainable Driver Attention Prediction Jun 29, 2025 Autonomous Driving Autonomous Vehicles
Code Code Available Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA Oct 8, 2024 Knowledge Graphs RAG
Code Code Available TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Apr 15, 2024 Natural Language Understanding Question Answering
Code Code Available 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 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Feb 9, 2024 Machine Translation Quantization
Code Code Available CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available Rethinking Tabular Data Understanding with Large Language Models Dec 27, 2023 Semantic Parsing
Code Code Available Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering Nov 2, 2023 Semantic Parsing Visual Reasoning
Code Code Available An Investigation of LLMs' Inefficacy in Understanding Converse Relations Oct 8, 2023 Knowledge Graph Completion Question Answering
Code Code Available Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
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 Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
Code Code Available 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 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 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 Evaluating statistical language models as pragmatic reasoners May 1, 2023 Negation Semantic Parsing
Code Code Available DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 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 LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation Feb 15, 2023 Code Translation Diversity
Code Code Available Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Jan 31, 2023 Hallucination Semantic Parsing
Code Code Available Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 28, 2023 Conversational Question Answering Knowledge Graphs
Code Code Available OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup Jan 3, 2023 Semantic Parsing Virtual Try-on
Code Code Available Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
Code Code Available Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs Oct 24, 2022 Graph Question Answering Knowledge Graphs
Code Code Available ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Oct 22, 2022 Fact Verification Question Answering
Code Code Available SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher Oct 17, 2022 Natural Language Queries Semantic Parsing
Code Code Available 