52 citations · 59 across the 10 of their papers we have counts for
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cs.CL2023
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models
James O' Neill, Sourav Dutta
We investigate the effects of post-training quantization and quantization-aware training on the generalization of Transformer language models. We present a new method called self-d…
cs.CL2021
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews
James O'Neill, Polina Rozenshtein, Ryuichi Kiryo +2
Counterfactual statements describe events that did not or cannot take place. We consider the problem of counterfactual detection (CFD) in product reviews. For this purpose, we anno…