Papers by Annie Priyadarshini Louis
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation (2023.eacl-demo)
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Fantine Huot, Joshua Maynez, Shashi Narayan, Reinald Kim Amplayo, Kuzman Ganchev, Annie Priyadarshini Louis, Anders Sandholm, Dipanjan Das, Mirella Lapata
| Challenge: | Recent work shows that conditional generation models can be useful to control the text generation process, leading to irrelevant, repetitive, and hallucinated content. |
| Approach: | They propose a web browser-based demonstration for query-focused summarization that uses a sequence of question-answer pairs as a blueprint plan for guiding text generation. |
| Outcome: | The proposed model can be used to generate query-focused summarization text using question-answer pairs as a blueprint plan. |