Papers by William Bruno
Design Challenges for a Multi-Perspective Search Engine (2022.findings-naacl)
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| Challenge: | a document retrieval system fails to deliver diverse and direct responses to controversial questions . classical document retrievals provide a ranked list of references to relevant but not necessarily trustworthy web documents . |
| Approach: | They propose a perspective-oriented document retrieval paradigm to address these challenges . they propose sponses with different perspectives within topically-related web documents . |
| Outcome: | The proposed system is based on a user survey and a prototype . it will be used to assess the utility and understanding of the system . |
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval (2022.findings-emnlp)
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| Challenge: | a new benchmark for natural language inference is proposed for long premises . lawngNLI can train and test systems for implication-based case retrieval and argumentation. |
| Approach: | They propose a new natural language inference benchmark LawngNLI from U.S. legal opinions with automatic labels with high human-validated accuracy. |
| Outcome: | The proposed benchmark can train and test systems for implication-based case retrieval and argumentation. |