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Found 7 papers, 3 papers with code
Asking the Right Questions in Low Resource Template Extraction
Information Extraction (IE) researchers are mapping tasks to Question Answering (QA) in order to leverage existing large QA resources, and thereby improve data efficiency.
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction
Zero-shot cross-lingual information extraction (IE) describes the construction of an IE model for some target language, given existing annotations exclusively in some other language, typically English.
LOME: Large Ontology Multilingual Extraction
We present LOME, a system for performing multilingual information extraction.
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems
Query rewriting (QR) systems are widely used to reduce the friction caused by errors in a spoken language understanding pipeline.
Joint Modeling of Arguments for Event Understanding
We recognize the task of event argument linking in documents as similar to that of intent slot resolution in dialogue, providing a Transformer-based model that extends from a recently proposed solution to resolve references to slots.
Hierarchical Entity Typing via Multi-level Learning to Rank
We propose a novel method for hierarchical entity classification that embraces ontological structure at both training and during prediction.
Reading the Manual: Event Extraction as Definition Comprehension
We ask whether text understanding has progressed to where we may extract event information through incremental refinement of bleached statements derived from annotation manuals.
