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Papers
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
EMNLP 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation
EMNLP 2022
Unobserved Local Structures Make Compositional Generalization Hard
EMNLP 2022
Weakly Supervised Formula Learner for Solving Mathematical Problems
COLING 2022
Weakly Supervised Text-to-SQL Parsing through Question Decomposition
NAACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
EMNLP 2022
Zero-Shot Cross-lingual Semantic Parsing
ACL 2022
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction
NAACL 2021
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing
EMNLP 2021
A Globally Normalized Neural Model for Semantic Parsing
ACL 2021
A Knowledge-Guided Framework for Frame Identification
ACL 2021
An in-depth look at Euclidean disk embeddings for structure preserving parsing
EMNLP 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
AAAI 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
IJCAI 2021
Automatic Entity State Annotation using the VerbNet Semantic Parser
EMNLP 2021
Avoiding Overlap in Data Augmentation for AMR-to-Text Generation
ACL 2021
Bifold and Semantic Reasoning for Pedestrian Behavior Prediction
ICCV 2021
Bootstrapping Multilingual AMR with Contextual Word Alignments
EACL 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases
EMNLP 2021
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task
AAAI 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
ACL 2021
CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval
SemEval 2021
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data
ACL 2021