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[ { "content": "Do they fine-tune their model on the end task?\n\nIntroduction\nAlthough deep neural networks have achieved remarkable successes (e.g., BIBREF1 , BIBREF2 , BIBREF3 , BIBREF4 , BIBREF5 , BIBREF6 , BIBREF7 , BIBREF8 , BIBREF9 , BIBREF10 , BIBREF11 , BIBREF12 , BIBREF13 , BIBREF14 ), their dependence...
[ { "content": "Why have Sara and her father not spoken in over a year?\n\n (A) Sara attended college in New York and stayed there after graduating.\n (B) They have intense disagreements on most political issues.\n (C) Sara and her father voted for different presidential candidates.\n (D) Sara's father was an aut...
[ { "content": "Do they report results only on English data?\n\n0pt*0*0\n0pt*0*0\n0pt*0*0 0.95\n1]Amir Hossein Yazdavar 1]Mohammad Saeid Mahdavinejad 2]Goonmeet Bajaj\n3]William Romine 1]Amirhassan Monadjemi 1]Krishnaprasad Thirunarayan\n1]Amit Sheth 4]Jyotishman Pathak [1]Department of Computer Science & Enginee...
[ { "content": "what were the baselines?\n\nIntroduction\nLet us consider the goal of building machine reasoning systems based on knowledge from fulltext data like encyclopedic articles, scientific papers or news articles. Such machine reasoning systems, like humans researching a problem, must be able to recover ...
[ { "content": "Is their approach similar to making an averaged weighted sum of word vectors, where weights reflect word frequencies?\n\nIntroduction\nText understanding starts with the challenge of finding machine-understandable representation that captures the semantics of texts. Bag-of-words (BoW) and its N-gr...
[ { "content": "According to the author, what made open trade so accessible in the 14th century?\n\n (A) Prevalence of natural resources in concentrated areas\n (B) Agreement on shared principles of commerce\n (C) Settlement along geographically accessible areas\n (D) Inclusion of both rural and urban community m...
[ { "content": "What are strong baseline models in specific tasks?\n\nIntroduction\nClinical text structuring (CTS) is a critical task for fetching medical research data from electronic health records (EHRs), where structural patient medical data, such as whether the patient has specific symptoms, diseases, or wh...
[ { "content": "What would have happened if Phil had gone on the mission?\n\n (A) Mary would have forgiven him for following his dreams and they would work together to continue their relationship.\n (B) His anger would've caused him to make a mistake that would have ended in his death.\n (C) He would have been ec...
[ { "content": "What are the measures of \"performance\" used in this paper?\n\nIntroduction\nEmergence of web services such as blog, microblog and social networking websites allows people to contribute information publicly. This user-generated information is generally more personal, informal and often contains p...
[ { "content": "What does this society think about breasts?\n\n (A) They are appreciated from an aesthetic standpoint but not a sexual one\n (B) They are considered to be milk-producing devices but nothing else\n (C) They are seen as vistigial structures\n (D) They are well-regarded because they are so rare\n\n\n...
[ { "content": "Why did the Lane family move to Wisconsin?\n\n (A) For Mr. Lane’s work\n (B) To be near family and friends\n (C) For Mrs. Lane’s singing career\n (D) For Peggy’s school\n\n\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n\n\n\n\n\n \n \n\n\n PEGGY FINDS THE THEATER\n\n\n\n\n I\n\n\n\n\n Drama...
[ { "content": "Did they use a crowdsourcing platform for the summaries?\n\nIntroduction\nThe goal of text summarization task is to produce a summary from a set of documents. The summary should retain important information and be reasonably shorter than the original documents BIBREF0 . When the set of documents c...
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