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semantic parsing

955 papers

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Also known as

SEMQL SP

Co-occurring keywords

question answering (2904) large language model (12755) abstract meaning representation (186) neural network (6616) meaning representation (98) compositional generalization (201) logical form (75) knowledge graph (1795) zero-shot learning (3637) natural language understanding (845)

Papers

A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis NAACL 2022
Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models NAACL 2022
Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation ACL 2022
Hitachi at SemEval-2022 Task 10: Comparing Graph- and Seq2Seq-based Models Highlights Difficulty in Structured Sentiment Analysis NAACL 2022
Prepositions Matter in Quantifier Scope Disambiguation COLING 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities NAACL 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ACL 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022
On the Compositional Generalization Gap of In-Context Learning EMNLP 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
T5QL: Taming language models for SQL generation EMNLP 2022
Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING 2022
Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing COLING 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
Deliberation Model for On-Device Spoken Language Understanding INTERSPEECH 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022
Direct parsing to sentiment graphs ACL 2022