Peter Chin

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20142025

most citedStochastic Block Model and Community Detection in the Sparse Graphs: A spectral algorithm with optimal rate of recovery

49 citations · 49 across the 6 of their papers we have counts for

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cs.CL2025

$K$ -MSHC: Unmasking Minimally Sufficient Head Circuits in Large Language Models with Experiments on Syntactic Classification Tasks

Pratim Chowdhary, Peter Chin, Deepernab Chakrabarty

Understanding which neural components drive specific capabilities in mid-sized language models ( $\leq$ 10B parameters) remains a key challenge. We introduce the $(K, ε)$ -Minimu…

cs.CL2023

Adversarial Transformer Language Models for Contextual Commonsense Inference

Pedro Colon-Hernandez, Henry Lieberman, Yida Xin +3

Contextualized or discourse aware commonsense inference is the task of generating coherent commonsense assertions (i.e., facts) from a given story, and a particular sentence from t…

K-MSHC: Unmasking Minimally Sufficient Head Circuits in Large Language Models with Experiments on Syntactic Classification Tasks

Adversarial Transformer Language Models for Contextual Commonsense Inference

$K$ -MSHC: Unmasking Minimally Sufficient Head Circuits in Large Language Models with Experiments on Syntactic Classification Tasks