Search Results for author:
Found 9 papers, 5 papers with code
FAMuS: Frames Across Multiple Sources
Understanding event descriptions is a central aspect of language processing, but current approaches focus overwhelmingly on single sentences or documents.
MegaWika: Millions of reports and their sources across 50 diverse languages
To foster the development of new models for collaborative AI-assisted report generation, we introduce MegaWika, consisting of 13 million Wikipedia articles in 50 diverse languages, along with their 71 million referenced source materials.
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs
Research interest in task-oriented dialogs has increased as systems such as Google Assistant, Alexa and Siri have become ubiquitous in everyday life.
On Event Individuation for Document-Level Information Extraction
As information extraction (IE) systems have grown more adept at processing whole documents, the classic task of template filling has seen renewed interest as benchmark for document-level IE.
LOME: Large Ontology Multilingual Extraction
We present LOME, a system for performing multilingual information extraction.
Temporal Reasoning in Natural Language Inference
We introduce five new natural language inference (NLI) datasets focused on temporal reasoning.
Hinting Semantic Parsing with Statistical Word Sense Disambiguation
The task of Semantic Parsing can be approximated as a transformation of an utterance into a logical form graph where edges represent semantic roles and nodes represent word senses.
The Universal Decompositional Semantics Dataset and Decomp Toolkit
We present the Universal Decompositional Semantics (UDS) dataset (v1. 0), which is bundled with the Decomp toolkit (v0. 1).
Fine-Grained Temporal Relation Extraction
We present a novel semantic framework for modeling temporal relations and event durations that maps pairs of events to real-valued scales.
