6 citations · 10 across the 7 of their papers we have counts for
7 papers
ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification
Bidhan Roy, Peter Potash, Marcos Villagra
Low-Rank Adaptation (LoRA) is a widely adopted method for customizing large-scale language models. In distributed, untrusted training environments, an open source base model user m…
Operationalizing the Legal Principle of Data Minimization for Personalization
Asia J. Biega, Peter Potash, Hal Daumé +2
Article 5(1)(c) of the European Union's General Data Protection Regulation (GDPR) requires that "personal data shall be [...] adequate, relevant, and limited to what is necessary i…
Playing log(N)-Questions over Sentences
Peter Potash, Kaheer Suleman
We propose a two-agent game wherein a questioner must be able to conjure discerning questions between sentences, incorporate responses from an answerer, and keep track of a hypothe…
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings
Peter Potash
One popular method for quantitatively evaluating the utility of sentence embeddings involves using them in downstream language processing tasks that require sentence representation…
Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting
Peter Potash, Alexey Romanov, Anna Rumshisky
Language generation tasks that seek to mimic human ability to use language creatively are difficult to evaluate, since one must consider creativity, style, and other non-trivial as…
Here's My Point: Joint Pointer Architecture for Argument Mining
Peter Potash, Alexey Romanov, Anna Rumshisky
One of the major goals in automated argumentation mining is to uncover the argument structure present in argumentative text. In order to determine this structure, one must understa…