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// Source : https://stackoverflow.com/questions/881425/html-agility-pack-parsing-li

List<string> lstLiInnerTexts = new List<string>();
foreach (HtmlNode li in doc.DocumentNode.SelectNodes("//li")) {
    lstLiInnerTexts.Add(li.InnerText);
}