Papers by Aalok Agrawal
On Zero-Shot Counterspeech Generation by LLMs (2024.lrec-main)
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| Challenge: | Large Language Models (LLMs) are used in numerous NLP tasks, including counterspeech generation. |
| Approach: | They propose three different prompting strategies for generating different types of counterspeech and propose a set of prompting techniques for counterspeak generation. |
| Outcome: | The proposed prompting strategies improve the performance of the models for counterspeech generation in two datasets, but with high toxicity with increase in model size. |