Shona bhattacharyya biography sample
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Abstract
Shell beads are well established in the archaeological record of sub-Saharan Africa and appear as early as 75,000 BP; however, most research has focused on ostrich eggshell (OES) and various marine mollusc species. Beads made from various land snails shells (LSS), frequently described as Achatina, also appear to be widespread. Yet tracking their appearance and distribution is difficult because LSS beads are often intentionally or unintentionally lumped with OES beads, there are no directly dated examples, and bead reporting in general is highly variable in the archaeological literature. Nevertheless, Achatina and other potential cases of LSS beads are present at over 80 archaeological sites in at least eight countries, spanning the early Holocene to recent past. Here, we collate published cases and report on several more. We also present a new case from Magubike Rockshelter in southern Tanzania with the first directly dated LSS beads, which we use to illustrate methods for identifying LSS as a raw material. Despite the long history of OES bead production on the continent and the abundance of land snails available throughout the Pleistocene, LSS beads appear only in the late Holocene and are almost exclusively found in Iron Age contexts. We consider possible expla
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MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen1,†, ‡, Isaac Chung2,‡, Imene Kerboua3,4,‡, Márton Kardos1,‡,
Ashwin Mathur2, David Stap5, Jay Gala6, Wissam Siblini2, Dominik Krzemiński2,
Genta Indra Winata2, Saba Sturua7, Saiteja Utpala8, Mathieu Ciancone9, Marion Schaeffer9,
Gabriel Sequeira2, Diganta Misra10, Shreeya Dhakal2, Jonathan Rystrøm11, Roman Solomatin12,‡,
Ömer Çağatan13, Akash Kundu14,15, Martin Bernstorff1, Shitao Xiao16, Akshita Sukhlecha2,
Bhavish Pahwa8, Rafał Poświata17, Kranthi Kiran GV18, Shawon Ashraf19, Daniel Auras19,
Björn Plüster19, Jan Philipp Harries19, Loïc Magne2, Isabelle Mohr7, Mariya Hendriksen5,
Dawei Zhu20, Hippolyte Gisserot-Boukhlef21,22, Tom Aarsen23,‡, Jan Kostkan1, Konrad Wojtasik24,
Taemin Lee25, Marek Šuppa27,28, Crystina Zhang29, Roberta Rocca1, Mohammed Hamdy30,
Andrianos Michail31, John Yang32, Manuel Faysse21,26, Aleksei Vatolin33, Nandan Thakur29,
Manan Dey34, Dipam Vasani2, Pranjal Chitale35, Simone Tedeschi36, Nguyen Tai37,
Artem Snegirev38, Michael Günther7, Mengzhou Xia39, Weijia Shi40, Xing Han Lù10, Jordan Clive41,
Gayatri Krishnakumar42, Anna Maksimova38, Silvan Wehr
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