diff --git "a/NewsNLI.jsonl" "b/NewsNLI.jsonl"
new file mode 100644--- /dev/null
+++ "b/NewsNLI.jsonl"
@@ -0,0 +1,968 @@
+{"sentence2_tokens": [["joey", "lepore", "says", "he", "took", "photos", "of", "one", "guard", "sleeping", "at", "post", "three", "times"]], "annotator_labels": ["entailment", "entailment", "entailment", "neutral", "entailment"], "sentence1_tokens": [["lepore", "said", "he", "was", "moved", "to", "photograph", "the", "slumbering", "sentries", "after", "witnessing", "the", "same", "guard", "napping", "on", "three", "occasions", "."]], "sentence1_dep_parse": [[{"dep": "ROOT", "dependent": 2, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "said"}, {"dep": "nsubj", "dependent": 1, "governorGloss": "said", "governor": 2, "dependentGloss": "lepore"}, {"dep": "nsubjpass", "dependent": 3, "governorGloss": "moved", "governor": 5, "dependentGloss": "he"}, {"dep": "auxpass", "dependent": 4, "governorGloss": "moved", "governor": 5, "dependentGloss": "was"}, {"dep": "ccomp", "dependent": 5, "governorGloss": "said", "governor": 2, "dependentGloss": "moved"}, {"dep": "mark", "dependent": 6, "governorGloss": "photograph", "governor": 7, "dependentGloss": "to"}, {"dep": "xcomp", "dependent": 7, "governorGloss": "moved", "governor": 5, "dependentGloss": "photograph"}, {"dep": "det", "dependent": 8, "governorGloss": "sentries", "governor": 10, "dependentGloss": "the"}, {"dep": "amod", "dependent": 9, "governorGloss": "sentries", "governor": 10, "dependentGloss": "slumbering"}, {"dep": "dobj", "dependent": 10, "governorGloss": "photograph", "governor": 7, "dependentGloss": "sentries"}, {"dep": "mark", "dependent": 11, "governorGloss": "witnessing", "governor": 12, "dependentGloss": "after"}, {"dep": "advcl", "dependent": 12, "governorGloss": "photograph", "governor": 7, "dependentGloss": "witnessing"}, {"dep": "det", "dependent": 13, "governorGloss": "guard", "governor": 15, "dependentGloss": "the"}, {"dep": "amod", "dependent": 14, "governorGloss": "guard", "governor": 15, "dependentGloss": "same"}, {"dep": "dobj", "dependent": 15, "governorGloss": "witnessing", "governor": 12, "dependentGloss": "guard"}, {"dep": "acl", "dependent": 16, "governorGloss": "guard", "governor": 15, "dependentGloss": "napping"}, {"dep": "case", "dependent": 17, "governorGloss": "occasions", "governor": 19, "dependentGloss": "on"}, {"dep": "nummod", "dependent": 18, "governorGloss": "occasions", "governor": 19, "dependentGloss": "three"}, {"dep": "nmod", "dependent": 19, "governorGloss": "napping", "governor": 16, "dependentGloss": "occasions"}, {"dep": "punct", "dependent": 20, "governorGloss": "said", "governor": 2, "dependentGloss": "."}]], "sentence2_syntax_parse": ["(ROOT\n  (S\n    (NP (NN joey) (NN lepore))\n    (VP (VBZ says)\n      (SBAR\n        (S\n          (NP (PRP he))\n          (VP (VBD took)\n            (NP\n              (NP (NNS photos))\n              (PP (IN of)\n                (NP\n                  (NP (CD one) (NN guard))\n                  (VP (VBG sleeping)\n                    (PP (IN at)\n                      (NP (NN post)))\n                    (NP-TMP (CD three) (NNS times))))))))))))"], "Phenomena": [""], "sentence1_binary_parse": "( ( ( Lepore ) ) ( ( said ) ( ( ( ( he ) ) ( ( was ) ( ( moved ) ( ( to ) ( ( photograph ) ) ) ( ( ( the ) ( slumbering ) ( sentries ) ) ( ( after ) ( ( ( witnessing ) ( ( ( the ) ( same ) ( guard ) ) ( ( napping ) ( ( on ) ( ( three ) ( occasions ) ) ) ) ) ) ) ) ) ) ) ) ) ) (. . ) )", "Hard": "Yes", "sentence2_parse": "(S (NP (NNP Joey) (NNP Lepore)) (VP (VBZ says) (SBAR (S (NP (PRP he)) (VP (VBD took) (NP (NP (NNS photos)) (PP (IN of) (NP (NP (CD one) (NN guard)) (VP (VBG sleeping) (PP (IN at) (NP (NN post))) (NP-TMP (CD three) (NNS times)))))))))))", "sentence2_binary_parse": "( ( ( Joey ) ( Lepore ) ) ( ( says ) ( ( ( ( he ) ) ( ( took ) ( ( ( photos ) ) ( ( of ) ( ( ( one ) ( guard ) ) ( ( sleeping ) ( ( at ) ( ( post ) ) ) (NP-TMP ( three ) ( times ) ) ) ) ) ) ) ) ) ) )", "sentence1_syntax_parse": ["(ROOT\n  (S\n    (NP (NN lepore))\n    (VP (VBD said)\n      (SBAR\n        (S\n          (NP (PRP he))\n          (VP (VBD was)\n            (VP (VBN moved)\n              (PP (TO to)\n                (NP (NN photograph)))\n              (NP\n                (NP (DT the) (JJ slumbering) (NNS sentries))\n                (PP (IN after)\n                  (S\n                    (VP (VBG witnessing)\n                      (NP\n                        (NP (DT the) (JJ same) (NN guard))\n                        (VP (VBG napping)\n                          (PP (IN on)\n                            (NP (CD three) (NNS occasions))))))))))))))\n    (. .)))"], "sentence1": "Lepore said he was moved to photograph the slumbering sentries after witnessing the same guard napping on three occasions .", "sentence2": "Joey Lepore says he took photos of one guard sleeping at post three times", "sentence1_parse": "(S (NP (NNP Lepore)) (VP (VBD said) (SBAR (S (NP (PRP he)) (VP (VBD was) (VP (VBN moved) (PP (TO to) (NP (NN photograph))) (NP (NP (DT the) (JJ slumbering) (NNS sentries)) (PP (IN after) (S (VP (VBG witnessing) (NP (NP (DT the) (JJ same) (NN guard)) (VP (VBG napping) (PP (IN on) (NP (CD three) (NNS occasions)))))))))))))) (. .))", "genre": "News", "sentence2_pos": [["NN", "NN", "VBZ", "PRP", "VBD", "NNS", "IN", "CD", "NN", "VBG", "IN", "NN", "CD", "NNS"]], "sentence2_dep_parse": [[{"dep": "ROOT", "dependent": 3, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "says"}, {"dep": "compound", "dependent": 1, "governorGloss": "lepore", "governor": 2, "dependentGloss": "joey"}, {"dep": "nsubj", "dependent": 2, "governorGloss": "says", "governor": 3, "dependentGloss": "lepore"}, {"dep": "nsubj", "dependent": 4, "governorGloss": "took", "governor": 5, "dependentGloss": "he"}, {"dep": "ccomp", "dependent": 5, "governorGloss": "says", "governor": 3, "dependentGloss": "took"}, {"dep": "dobj", "dependent": 6, "governorGloss": "took", "governor": 5, "dependentGloss": "photos"}, {"dep": "case", "dependent": 7, "governorGloss": "guard", "governor": 9, "dependentGloss": "of"}, {"dep": "nummod", "dependent": 8, "governorGloss": "guard", "governor": 9, "dependentGloss": "one"}, {"dep": "nmod", "dependent": 9, "governorGloss": "photos", "governor": 6, "dependentGloss": "guard"}, {"dep": "xcomp", "dependent": 10, "governorGloss": "took", "governor": 5, "dependentGloss": "sleeping"}, {"dep": "case", "dependent": 11, "governorGloss": "post", "governor": 12, "dependentGloss": "at"}, {"dep": "nmod", "dependent": 12, "governorGloss": "sleeping", "governor": 10, "dependentGloss": "post"}, {"dep": "nummod", "dependent": 13, "governorGloss": "times", "governor": 14, "dependentGloss": "three"}, {"dep": "nmod:tmod", "dependent": 14, "governorGloss": "sleeping", "governor": 10, "dependentGloss": "times"}]], "gold_label": "entailment", "sentence1_pos": [["NN", "VBD", "PRP", "VBD", "VBN", "TO", "NN", "DT", "JJ", "NNS", "IN", "VBG", "DT", "JJ", "NN", "VBG", "IN", "CD", "NNS", "."]], "PairID": 27}
+{"sentence2_tokens": [["darren", "sharper", "has", "been", "charged", "in", "two", "states", "while", "another", "seeks", "his", "arrest"]], "annotator_labels": ["neutral", "entailment", "entailment", "entailment", "neutral"], "sentence1_tokens": [["sharper", ",", "38", ",", "faces", "rape", "charges", "in", "arizona", "and", "california", "and", "a", "warrant", "for", "his", "arrest", "was", "issued", "in", "louisiana", "."]], "sentence1_dep_parse": [[{"dep": "ROOT", "dependent": 5, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "faces"}, {"dep": "advmod", "dependent": 1, "governorGloss": "faces", "governor": 5, "dependentGloss": "sharper"}, {"dep": "punct", "dependent": 2, "governorGloss": "faces", "governor": 5, "dependentGloss": ","}, {"dep": "nsubj", "dependent": 3, "governorGloss": "faces", "governor": 5, "dependentGloss": "38"}, {"dep": "punct", "dependent": 4, "governorGloss": "faces", "governor": 5, "dependentGloss": ","}, {"dep": "compound", "dependent": 6, "governorGloss": "charges", "governor": 7, "dependentGloss": "rape"}, {"dep": "nsubjpass", "dependent": 7, "governorGloss": "issued", "governor": 19, "dependentGloss": "charges"}, {"dep": "case", "dependent": 8, "governorGloss": "arizona", "governor": 9, "dependentGloss": "in"}, {"dep": "nmod", "dependent": 9, "governorGloss": "charges", "governor": 7, "dependentGloss": "arizona"}, {"dep": "cc", "dependent": 10, "governorGloss": "arizona", "governor": 9, "dependentGloss": "and"}, {"dep": "conj", "dependent": 11, "governorGloss": "arizona", "governor": 9, "dependentGloss": "california"}, {"dep": "cc", "dependent": 12, "governorGloss": "charges", "governor": 7, "dependentGloss": "and"}, {"dep": "det", "dependent": 13, "governorGloss": "warrant", "governor": 14, "dependentGloss": "a"}, {"dep": "conj", "dependent": 14, "governorGloss": "charges", "governor": 7, "dependentGloss": "warrant"}, {"dep": "case", "dependent": 15, "governorGloss": "arrest", "governor": 17, "dependentGloss": "for"}, {"dep": "nmod:poss", "dependent": 16, "governorGloss": "arrest", "governor": 17, "dependentGloss": "his"}, {"dep": "nmod", "dependent": 17, "governorGloss": "warrant", "governor": 14, "dependentGloss": "arrest"}, {"dep": "auxpass", "dependent": 18, "governorGloss": "issued", "governor": 19, "dependentGloss": "was"}, {"dep": "ccomp", "dependent": 19, "governorGloss": "faces", "governor": 5, "dependentGloss": "issued"}, {"dep": "case", "dependent": 20, "governorGloss": "louisiana", "governor": 21, "dependentGloss": "in"}, {"dep": "nmod", "dependent": 21, "governorGloss": "issued", "governor": 19, "dependentGloss": "louisiana"}, {"dep": "punct", "dependent": 22, "governorGloss": "faces", "governor": 5, "dependentGloss": "."}]], "sentence2_syntax_parse": ["(ROOT\n  (S\n    (NP\n      (NP (NN darren))\n      (ADJP (JJR sharper)))\n    (VP (VBZ has)\n      (VP (VBN been)\n        (VP (VBN charged)\n          (PP (IN in)\n            (NP (CD two) (NNS states)))\n          (SBAR (IN while)\n            (S\n              (NP (DT another))\n              (VP (VBZ seeks)\n                (NP (PRP$ his) (NN arrest))))))))))"], "Phenomena": ["Implicit quantity", " Arithmetic"], "sentence1_binary_parse": "( ( ( ( ( Sharper ) ) (, , ) ( ( 38 ) ) (, , ) ) ( ( faces ) ( ( ( rape ) ( charges ) ) ( ( in ) ( ( Arizona ) ( and ) ( California ) ) ) ) ) ) ( and ) ( ( ( ( a ) ( warrant ) ) ( ( for ) ( (  his ) ( arrest ) ) ) ) ( ( was ) ( ( issued ) ( ( in ) ( ( Louisiana ) ) ) ) ) ) (. . ) )", "Hard": "Yes", "sentence2_parse": "(S (NP (NNP Darren) (NNP Sharper)) (VP (VBZ has) (VP (VBN been) (VP (VBN charged) (PP (IN in) (NP (CD two) (NNS states))) (SBAR (IN while) (S (NP (DT another)) (VP (VBZ seeks) (NP (PRP$ his) (NN arrest)))))))))", "sentence2_binary_parse": "( ( ( Darren ) ( Sharper ) ) ( ( has ) ( ( been ) ( ( charged ) ( ( in ) ( ( two ) ( states ) ) ) ( ( while ) ( ( ( another ) ) ( ( seeks ) ( (  his ) ( arrest ) ) ) ) ) ) ) ) )", "sentence1_syntax_parse": ["(ROOT\n  (S\n    (S\n      (NP\n        (NP (JJR sharper))\n        (, ,)\n        (NP (CD 38))\n        (, ,))\n      (VP (VBZ faces)\n        (NP\n          (NP (NN rape) (NNS charges))\n          (PP (IN in)\n            (NP (NN arizona)\n              (CC and)\n              (NN california))))))\n    (CC and)\n    (S\n      (NP\n        (NP (DT a) (NN warrant))\n        (PP (IN for)\n          (NP (PRP$ his) (NN arrest))))\n      (VP (VBD was)\n        (VP (VBN issued)\n          (PP (IN in)\n            (NP (NN louisiana))))))\n    (. .)))"], "sentence1": "Sharper , 38 , faces rape charges in Arizona and California and a warrant for his arrest was issued in Louisiana .", "sentence2": "Darren Sharper has been charged in two states while another seeks his arrest", "sentence1_parse": "(S (S (NP (NP (JJR Sharper)) (, ,) (NP (CD 38)) (, ,)) (VP (VBZ faces) (NP (NP (NN rape) (NNS charges)) (PP (IN in) (NP (NNP Arizona) (CC and) (NNP California)))))) (CC and) (S (NP (NP (DT a) (NN warrant)) (PP (IN for) (NP (PRP$ his) (NN arrest)))) (VP (VBD was) (VP (VBN issued) (PP (IN in) (NP (NNP Louisiana)))))) (. .))", "genre": "News", "sentence2_pos": [["NN", "JJR", "VBZ", "VBN", "VBN", "IN", "CD", "NNS", "IN", "DT", "VBZ", "PRP$", "NN"]], "sentence2_dep_parse": [[{"dep": "ROOT", "dependent": 5, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "charged"}, {"dep": "nsubjpass", "dependent": 1, "governorGloss": "charged", "governor": 5, "dependentGloss": "darren"}, {"dep": "amod", "dependent": 2, "governorGloss": "darren", "governor": 1, "dependentGloss": "sharper"}, {"dep": "aux", "dependent": 3, "governorGloss": "charged", "governor": 5, "dependentGloss": "has"}, {"dep": "auxpass", "dependent": 4, "governorGloss": "charged", "governor": 5, "dependentGloss": "been"}, {"dep": "case", "dependent": 6, "governorGloss": "states", "governor": 8, "dependentGloss": "in"}, {"dep": "nummod", "dependent": 7, "governorGloss": "states", "governor": 8, "dependentGloss": "two"}, {"dep": "nmod", "dependent": 8, "governorGloss": "charged", "governor": 5, "dependentGloss": "states"}, {"dep": "mark", "dependent": 9, "governorGloss": "seeks", "governor": 11, "dependentGloss": "while"}, {"dep": "nsubj", "dependent": 10, "governorGloss": "seeks", "governor": 11, "dependentGloss": "another"}, {"dep": "advcl", "dependent": 11, "governorGloss": "charged", "governor": 5, "dependentGloss": "seeks"}, {"dep": "nmod:poss", "dependent": 12, "governorGloss": "arrest", "governor": 13, "dependentGloss": "his"}, {"dep": "dobj", "dependent": 13, "governorGloss": "seeks", "governor": 11, "dependentGloss": "arrest"}]], "gold_label": "entailment", "sentence1_pos": [["JJR", ",", "CD", ",", "VBZ", "NN", "NNS", "IN", "NN", "CC", "NN", "CC", "DT", "NN", "IN", "PRP$", "NN", "VBD", "VBN", "IN", "NN", "."]], "PairID": 2670}
+{"sentence2_tokens": [["weldon", "says", "she", "'s", "a", "single", "mom", "of", "three", "flourishing", "young", "men", ",", "productive", "and", "happy"]], "annotator_labels": ["neutral", "neutral", "entailment", "entailment", "entailment"], "sentence1_tokens": [["i", "am", "the", "single", "mother", "of", "three", "sons", "-", "-", "grown", "to", "manhood", "and", "doing", "just", "fine", "."]], "sentence1_dep_parse": [[{"dep": "ROOT", "dependent": 5, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "mother"}, {"dep": "nsubj", "dependent": 1, "governorGloss": "mother", "governor": 5, "dependentGloss": "i"}, {"dep": "cop", "dependent": 2, "governorGloss": "mother", "governor": 5, "dependentGloss": "am"}, {"dep": "det", "dependent": 3, "governorGloss": "mother", "governor": 5, "dependentGloss": "the"}, {"dep": "amod", "dependent": 4, "governorGloss": "mother", "governor": 5, "dependentGloss": "single"}, {"dep": "case", "dependent": 6, "governorGloss": "sons", "governor": 8, "dependentGloss": "of"}, {"dep": "nummod", "dependent": 7, "governorGloss": "sons", "governor": 8, "dependentGloss": "three"}, {"dep": "nmod", "dependent": 8, "governorGloss": "mother", "governor": 5, "dependentGloss": "sons"}, {"dep": "punct", "dependent": 9, "governorGloss": "sons", "governor": 8, "dependentGloss": "-"}, {"dep": "punct", "dependent": 10, "governorGloss": "sons", "governor": 8, "dependentGloss": "-"}, {"dep": "dep", "dependent": 11, "governorGloss": "sons", "governor": 8, "dependentGloss": "grown"}, {"dep": "case", "dependent": 12, "governorGloss": "manhood", "governor": 13, "dependentGloss": "to"}, {"dep": "nmod", "dependent": 13, "governorGloss": "grown", "governor": 11, "dependentGloss": "manhood"}, {"dep": "cc", "dependent": 14, "governorGloss": "grown", "governor": 11, "dependentGloss": "and"}, {"dep": "conj", "dependent": 15, "governorGloss": "grown", "governor": 11, "dependentGloss": "doing"}, {"dep": "advmod", "dependent": 16, "governorGloss": "fine", "governor": 17, "dependentGloss": "just"}, {"dep": "xcomp", "dependent": 17, "governorGloss": "doing", "governor": 15, "dependentGloss": "fine"}, {"dep": "punct", "dependent": 18, "governorGloss": "mother", "governor": 5, "dependentGloss": "."}]], "sentence2_syntax_parse": ["(ROOT\n  (S\n    (NP (NN weldon))\n    (VP (VBZ says)\n      (SBAR\n        (S\n          (NP (PRP she))\n          (VP (VBZ 's)\n            (NP\n              (NP (DT a) (JJ single) (NN mom))\n              (PP (IN of)\n                (NP (CD three)))\n              (VP (VBG flourishing)\n                (NP\n                  (NP (JJ young) (NNS men))\n                  (, ,)\n                  (ADJP (JJ productive)\n                    (CC and)\n                    (JJ happy)))))))))))"], "Phenomena": [""], "sentence1_binary_parse": "( ( ( ( I ) ) ( ( am ) ( ( ( the ) ( single ) ( mother ) ) ( ( of ) ( ( three ) ( sons ) ) ) ) ) ) (: -- ) ( ( ( ( grown ) ( ( to ) ( ( manhood ) ) ) ) ) ( and ) ( ( ( doing ) ( ( just ) ( fine ) ) ) ) ) (. . ) )", "Hard": "Yes", "sentence2_parse": "(S (NP (NNP Weldon)) (VP (VBZ says) (SBAR (S (NP (PRP she)) (VP (VBZ 's) (NP (NP (DT a) (JJ single) (NN mom)) (PP (IN of) (NP (CD three))) (VP (VBG flourishing) (NP (NP (JJ young) (NNS men)) (, ,) (ADJP (JJ productive) (CC and) (JJ happy))))))))))", "sentence2_binary_parse": "( ( ( Weldon ) ) ( ( says ) ( ( ( ( she ) ) ( ( 's ) ( ( ( a ) ( single ) ( mom ) ) ( ( of ) ( ( three ) ) ) ( ( flourishing ) ( ( ( young ) ( men ) ) (, , ) ( ( productive ) ( and ) ( happy ) ) ) ) ) ) ) ) ) )", "sentence1_syntax_parse": ["(ROOT\n  (S\n    (S\n      (NP (LS i))\n      (VP (VBP am)\n        (NP\n          (NP (DT the) (JJ single) (NN mother))\n          (PP (IN of)\n            (NP (CD three) (NNS sons))\n            (: -)))))\n    (: -)\n    (S\n      (VP\n        (VP (VBN grown)\n          (PP (TO to)\n            (NP (NN manhood))))\n        (CC and)\n        (VP (VBG doing)\n          (ADJP (RB just) (JJ fine)))))\n    (. .)))"], "sentence1": "I am the single mother of three sons -- grown to manhood and doing just fine .", "sentence2": "Weldon says she 's a single mom of three flourishing young men , productive and happy", "sentence1_parse": "(S (S (NP (PRP I)) (VP (VBP am) (NP (NP (DT the) (JJ single) (NN mother)) (PP (IN of) (NP (CD three) (NNS sons)))))) (: --) (S (S (VP (VBN grown) (PP (TO to) (NP (NN manhood))))) (CC and) (S (VP (VBG doing) (ADJP (RB just) (JJ fine))))) (. .))", "genre": "News", "sentence2_pos": [["NN", "VBZ", "PRP", "VBZ", "DT", "JJ", "NN", "IN", "CD", "VBG", "JJ", "NNS", ",", "JJ", "CC", "JJ"]], "sentence2_dep_parse": [[{"dep": "ROOT", "dependent": 2, "governorGloss": "ROOT", "governor": 0, "dependentGloss": "says"}, {"dep": "nsubj", "dependent": 1, "governorGloss": "says", "governor": 2, "dependentGloss": "weldon"}, {"dep": "nsubj", "dependent": 3, "governorGloss": "mom", "governor": 7, "dependentGloss": "she"}, {"dep": "cop", "dependent": 4, "governorGloss": "mom", "governor": 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