Search Results for author: Victoria Graf

Found 2 papers, 1 papers with code

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors

no code implementations2 Apr 2024 Victoria Graf, Qin Liu, Muhao Chen

In this paper, we propose Nested Product of Experts(NPoE) defense framework, which involves a mixture of experts (MoE) as a trigger-only ensemble within the PoE defense framework to simultaneously defend against multiple trigger types.

Data Poisoning Hate Speech Detection +1

C-STS: Conditional Semantic Textual Similarity

1 code implementation24 May 2023 Ameet Deshpande, Carlos E. Jimenez, Howard Chen, Vishvak Murahari, Victoria Graf, Tanmay Rajpurohit, Ashwin Kalyan, Danqi Chen, Karthik Narasimhan

Semantic textual similarity (STS), a cornerstone task in NLP, measures the degree of similarity between a pair of sentences, and has broad application in fields such as information retrieval and natural language understanding.

GPT-4 Information Retrieval +9

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