Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available 5 Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Mar 8, 2021 Human Parsing Multi-Person Pose Estimation
Code Code Available 5 GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation May 24, 2022 Few-Shot Learning Semantic Parsing
Code Code Available 5 RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Nov 10, 2019 Relation Semantic Parsing
Code Code Available 5 ReasonBERT: Pre-trained to Reason with Distant Supervision Sep 10, 2021 Extractive Question-Answering Question Answering
Code Code Available 5 Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available 5 ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Mar 24, 2023 Form Semantic Parsing
Code Code Available 5 Rethinking Tabular Data Understanding with Large Language Models Dec 27, 2023 Semantic Parsing
Code Code Available 5 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 5 Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
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 Evaluating statistical language models as pragmatic reasoners May 1, 2023 Negation Semantic Parsing
Code Code Available 5 AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available 5 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Oct 23, 2020 Semantic Parsing
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 SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher Oct 17, 2022 Natural Language Queries Semantic Parsing
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 Structured Reordering for Modeling Latent Alignments in Sequence Transduction Jun 6, 2021 Machine Translation Semantic Parsing
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 Exploring Neural Methods for Parsing Discourse Representation Structures Oct 30, 2018 DRS Parsing Semantic Parsing
Code Code Available 5 TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Apr 15, 2024 Natural Language Understanding Question Answering
Code Code Available 5 TAPEX: Table Pre-training via Learning a Neural SQL Executor Jul 16, 2021 Language Modeling Language Modelling
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 FeTaQA: Free-form Table Question Answering Apr 1, 2021 Form Question Answering
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 The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available 5 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available 5 Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Jun 29, 2017 Semantic Parsing
Code Code Available 5 3D-to-2D Distillation for Indoor Scene Parsing Apr 6, 2021 Scene Parsing Semantic Parsing
Code Code Available 5 Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies Aug 14, 2021 Classification Colorization
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 Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
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 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 5 Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
Code Code Available 5 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT Nov 9, 2020 DRS Parsing Language Modeling
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 Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available 5 Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking 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 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available 5 GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Sep 29, 2020 Inductive Bias Language Modeling
Code Code Available 5 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 5 Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation Nov 29, 2020 Semantic Parsing Semantic Role Labeling
Code Code Available 5 Improving Compositional Generalization with Latent Structure and Data Augmentation Dec 14, 2021 Data Augmentation Diagnostic
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 Identity-Guided Human Semantic Parsing for Person Re-Identification Jul 27, 2020 Clustering Human Parsing
Code Code Available 5 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Feb 9, 2024 Machine Translation Quantization
Code Code Available 5 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 5 Learning Semantic Person Image Generation by Region-Adaptive Normalization Apr 14, 2021 Image Generation Pose Transfer
Code Code Available 5 