Papers by Tanvi Deshpande
Are Large Language Models Consistent over Value-laden Questions? (2024.findings-emnlp)
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| Challenge: | Large language models (LLMs) appear to bias survey answers toward certain values . however, some argue that LLMs are inconsistent to simulate particular values - a recent study . |
| Approach: | They define value consistency as similarity of answers across paraphrases, related questions and multilingual translations of a question to English, Chinese, German, and Japanese. |
| Outcome: | The proposed model is consistent across paraphrases, use-cases, translations, and within a topic. |