Papers by Matan Avitan
A Practical Method for Generating String Counterfactuals (2025.findings-naacl)
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| Challenge: | Interventions targeting the representation space of language models (LMs) have emerged as an effective means to influence model behavior. |
| Approach: | They propose a method to convert representation counterfactuals into string counterf actuals and analyze the linguistic alterations corresponding to the intervention. |
| Outcome: | The proposed method analyzes linguistic alterations corresponding to a given representation space intervention and interprets features utilized to encode a specific concept. |