Question

Note to moderator: Read answerline carefully. This type of data is processed with the algorithm Snowball, which is an improved version of an algorithm developed by Martin Porter. This type of data may be organized into synsets, which can assist with the task (15[1])of WSD that may be accomplished with the Lesk algorithm. This type of data is the focus (-5[1])of a tidyverse-based (15[2])David Robinson and Julia Silge (“SILL-gee”) textbook that analyzes this type of data using tf-idf (“t-f i-d-f”). The Penn Treebank annotates (15[1])this type of data with (*) POS tags. (10[1])N-gram models may be trained on this type of data (10[2])that (10[1])has been processed by being stemmed or tokenized. (10[1])This (-5[1])type of data may have its valence assessed in sentiment analysis (10[1])carried out on the decontextualized forms of its corpora. (10[1])For 10 points, NLP (10[1])involves (10[1])the “natural processing” of what (10[1])type of data (10[2])used to train LLMs and chatbots? ■END■ (10[3])

ANSWER: text data [accept natural language processing data or language data; accept words; accept WordNet; accept writing or handwriting or written text; accept strings; accept documents; accept dictionary or dictionaries; accept thesauruses or thesauri; accept text corpus or text corpora until “corpora” is read; accept tokens until “tokenized” is read; accept stems until “stemmed” is read; accept lemmas or lemmatization; accept descriptions of written or transcribed speech or language; accept Text Mining with R; prompt on topics by asking “of what?”; prompt on speech or parts of speech by asking “in what format?”; reject “voice” or descriptions of recorded noises]
<CH, Other Science: Math>
= Average correct buzz position

Buzzes

PlayerTeamOpponentBuzz PositionValue
Quentin MotGeorgia Tech BGeorgia B4215
Ben Russell JonesEdinburghImperial B59-5
Rohan DalalGeorgia Tech CGeorgia Tech A6215
Nilai SardaImperial ACambridge A6215
Omer KeskinOxfordBirmingham8015
Benjamin McAvoy-BickfordNorth Carolina BNorth Carolina A8710
Kevin FlanaganBristolCambridge B9710
Subhamitra Banerjee RoychoudryMichigan A Ohio State B9710
Sam MooreDurhamWarwick9810
Arya KarthikGeorgia Tech DGeorgia A10610
Ivan StanisavljevicDukeNC State107-5
Chinmay MurthyTexas ATAG Magnet: Taylor's Version11810
CaseyKenyon BKenyon A12710
Dennis YangMichigan B Ohio State A 13110
Jack ObermanSouth Carolina ASouth Carolina B13210
Gia Harvey-SlagerTexas CHCC13710
William BarnesTennessee AEmory A14010
Rahim DinaImperial BEdinburgh14010
Dominik MystkowskiNC StateDuke14710
Bryce KlineJames Madison BJames Madison A14710
Parker KnudsonTexas BTAMU14710