4 papers · 1 filter
Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering
Xin Su, Phillip Howard, Nagib Hakim +1
Answering time-sensitive questions from long documents requires temporal reasoning over the times in questions and documents. An important open question is whether large language m…
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution
Zeyu Zhang, Steven Bethard
Geocoding is the task of converting location mentions in text into structured data that encodes the geospatial semantics. We propose a new architecture for geocoding, GeoNorm. GeoN…
Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning
Zhengzhong Liang, Zeyu Zhang, Steven Bethard +1
Languages models have been successfully applied to a variety of reasoning tasks in NLP, yet the language models still suffer from compositional generalization. In this paper we pre…
Clinical TempEval
Steven Bethard, Leon Derczynski, James Pustejovsky +1
We describe the Clinical TempEval task which is currently in preparation for the SemEval-2015 evaluation exercise. This task involves identifying and describing events, times and t…