Papers by Michael J.Q. Zhang
DiffQG: Generating Questions to Summarize Factual Changes (2023.eacl-main)
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Jeremy R. Cole, Palak Jain, Julian Martin Eisenschlos, Michael J.Q. Zhang, Eunsol Choi, Bhuwan Dhingra
| Challenge: | Existing methods to identify factual changes between paired documents are limited . specialized entailment-like resources and models have been applied to fact verification . |
| Approach: | They propose to represent factual changes between paired documents as question-answer pairs . they propose to generate a discriminating question given an answer span such that the question is answerable by one passage but not the other . |
| Outcome: | The proposed model can flexibly and concisely capture the updated contents of paired documents. |