Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
Code Code Available 5 Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Jan 31, 2023 Hallucination Semantic Parsing
Code Code Available 5 Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
Code Code Available 5 Learning from Executions for Semantic Parsing Apr 12, 2021 Semantic Parsing
Code Code Available 5 Exploring Neural Methods for Parsing Discourse Representation Structures Oct 30, 2018 DRS Parsing Semantic Parsing
Code Code Available 5 AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available 5 LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available 5 Lexicon Learning for Few-Shot Neural Sequence Modeling Jun 7, 2021 Instruction Following Machine Translation
Code Code Available 5 Evaluating statistical language models as pragmatic reasoners May 1, 2023 Negation Semantic Parsing
Code Code Available 5 Compositional Generalization in Multilingual Semantic Parsing over Wikidata Aug 7, 2021 Cross-Lingual Transfer Semantic Parsing
Code Code Available 5 CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
Code Code Available 5 NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Feb 25, 2018 Semantic Parsing
Code Code Available 5 Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available 5 Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available 5 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 5 Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
Code Code Available 5 Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available 5 Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Mar 6, 2019 Information Retrieval Knowledge Base Question Answering
Code Code Available 5 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder Language Modeling
Code Code Available 5 Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available 5 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 5 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available 5 CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 An Investigation of LLMs' Inefficacy in Understanding Converse Relations Oct 8, 2023 Knowledge Graph Completion Question Answering
Code Code Available 5 Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available 5 DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Oct 4, 2021 Argument Mining Logical Reasoning Reading Comprehension
Code Code Available 5 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Feb 4, 2019 Decoder Semantic Parsing
Code Code Available 5 Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data Aug 1, 2021 Code Generation Inductive Bias
Code Code Available 5 COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Oct 12, 2020 Position Semantic Parsing
Code Code Available 5 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available 5 Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available 5 3D-to-2D Distillation for Indoor Scene Parsing Apr 6, 2021 Scene Parsing Semantic Parsing
Code Code Available 5 A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available 5 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 5 Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available 5 Grammar Prompting for Domain-Specific Language Generation with Large Language Models May 30, 2023 In-Context Learning Semantic Parsing
Code Code Available 5 Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem Apr 7, 2020 Decoder Machine Translation
Code Code Available 5 ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available 5 Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency Dec 1, 2020 Human Parsing Image to 3D
Code Code Available 5 Human Pose Transfer by Adaptive Hierarchical Deformation Dec 13, 2020 Image Generation Pose Transfer
Code Code Available 5 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing Sep 25, 2021 graph construction Semantic Parsing
Code Code Available 5 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 5 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Jun 24, 2021 Question Answering Semantic Parsing
Code Code Available 5 Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
Code Code Available 5 Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction Jun 1, 2021 Abstract Meaning Representation Decoder
Code Code Available 5 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Feb 9, 2024 Machine Translation Quantization
Code Code Available 5 Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
Code Code Available 5 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available 5 