3 papers
cs.CL2023
Towards Open-Domain Topic Classification
Hantian Ding, Jinrui Yang, Yuqian Deng +2
We introduce an open-domain topic classification system that accepts user-defined taxonomy in real time. Users will be able to classify a text snippet with respect to any candidate…
cs.CL2022
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction
Haoyu Wang, Hongming Zhang, Yuqian Deng +3
In this paper, we seek to improve the faithfulness of TempRel extraction models from two perspectives. The first perspective is to extract genuinely based on contextual description…
cs.CL2022
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events
Haoyu Wang, Hongming Zhang, Yueguan Wang +3
Natural language expresses events with varying granularities, where coarse-grained events (goals) can be broken down into finer-grained event sequences (steps). A critical yet over…