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[ "Former", "Nazi", "death", "camp", "guard", "Demjanjuk", "dead", "at", "91" ]
[ "John", "Demjanjuk", ",", "convicted", "Nazi", "death", "camp", "guard", ",", "dies", "aged", "91" ]
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[ "Saudis", "to", "permit", "women", "to", "compete", "in", "Olympics" ]
[ "Saudi", "Women", "Allowed", "To", "Compete", "At", "Olympics" ]
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[{"sent1_word_ids": [5, 6], "sent2_word_ids": [4, 5], "type": "EQUI", "score": 5.0, "comment": "to compete <==> To Compete "}, {"sent1_word_ids": [1], "sent2_word_ids": [1, 2], "type": "REL", "score": 3.0, "comment": "Saudis <==> Saudi Women "}, {"sent1_word_ids": [7, 8], "sent2_word_ids": [6, 7], "type": "EQUI", "score": 5.0, "comment": "in Olympics <==> At Olympics "}, {"sent1_word_ids": [4], "sent2_word_ids": [1, 2], "type": "EQUI", "score": 5.0, "comment": "women <==> Saudi Women "}, {"sent1_word_ids": [2, 3], "sent2_word_ids": [3], "type": "EQUI", "score": 5.0, "comment": "to permit <==> Allowed"}]
[ "US", "drone", "strike", "kills", "5", "militants", "in", "Pakistan" ]
[ "Drone", "strike", "kills", "four", "suspected", "militants", "in", "Pakistan" ]
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[{"sent1_word_ids": [4], "sent2_word_ids": [3], "type": "EQUI", "score": 5.0, "comment": "kills <==> kills "}, {"sent1_word_ids": [1, 2, 3], "sent2_word_ids": [1, 2], "type": "SPE1", "score": 4.0, "comment": "US drone strike <==> Drone strike "}, {"sent1_word_ids": [7, 8], "sent2_word_ids": [7, 8], "type": "EQUI", "score": 5.0, "comment": "in Pakistan <==> in Pakistan "}, {"sent1_word_ids": [5, 6], "sent2_word_ids": [4, 5, 6], "type": "SIMI_FACT", "score": 4.0, "comment": "5 militants <==> four suspected militants"}]
[ "Syria", "peace", "plan", "conditions", "\"", "unacceptable", ",", "\"", "opposition", "says" ]
[ "Syria", "peace", "dashed", "as", "deadline", "passes" ]
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[ "Syrian", "regime", "denies", "role", "in", "Houla", "massacre" ]
[ "Syria", "blames", "rebels", "for", "Houla", "massacre", "of", "over", "100" ]
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[{"sent1_word_ids": [3], "sent2_word_ids": [0], "type": "NOALI", "score": 0.0, "comment": "denies <==> -not aligned- "}, {"sent1_word_ids": [1, 2], "sent2_word_ids": [1], "type": "EQUI_POL", "score": 5.0, "comment": "Syrian regime <==> Syria "}, {"sent1_word_ids": [4], "sent2_word_ids": [0], "type": "NOALI", "score": 0.0, "comment": "role <==> -not aligned- "}, {"sent1_word_ids": [0], "sent2_word_ids": [7, 8, 9], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> of over 100 "}, {"sent1_word_ids": [5, 6, 7], "sent2_word_ids": [4, 5, 6], "type": "EQUI", "score": 5.0, "comment": "in Houla massacre <==> for Houla massacre "}, {"sent1_word_ids": [0], "sent2_word_ids": [3], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> rebels "}, {"sent1_word_ids": [0], "sent2_word_ids": [2], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> blames"}]
[ "China", "stocks", "close", "mixed", "Friday" ]
[ "Chinese", "stocks", "close", "higher", "midday", "Friday" ]
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[ "Mall", "attackers", "used", "`", "less", "is", "more", "'", "strategy" ]
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[ "6.8", "quake", "strikes", "off", "Solomon", "Islands" ]
[ "Magnitude", "6.3", "quake", "strikes", "off", "Solomon", "Islands", ":", "USGS" ]
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[ "Friends", "of", "Syria", "recognizes", "opposition", "coalition", "as", "legitimate", "representative", "of", "Syrian", "people" ]
[ "U.S.", ",", "Friends", "of", "Syria", "recognize", "opposition", "as", "sole", "representative" ]
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[{"sent1_word_ids": [4], "sent2_word_ids": [6], "type": "EQUI", "score": 5.0, "comment": "recognizes <==> recognize "}, {"sent1_word_ids": [0], "sent2_word_ids": [1], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> U.S. "}, {"sent1_word_ids": [2, 3], "sent2_word_ids": [4, 5], "type": "EQUI", "score": 5.0, "comment": "of Syria <==> of Syria "}, {"sent1_word_ids": [10, 11, 12], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "of Syrian people <==> -not aligned- "}, {"sent1_word_ids": [7, 8, 9], "sent2_word_ids": [8, 9, 10], "type": "SIMI", "score": 4.0, "comment": "as legitimate representative <==> as sole representative "}, {"sent1_word_ids": [1], "sent2_word_ids": [3], "type": "EQUI", "score": 5.0, "comment": "Friends <==> Friends "}, {"sent1_word_ids": [5, 6], "sent2_word_ids": [7], "type": "EQUI", "score": 5.0, "comment": "opposition coalition <==> opposition "}, {"sent1_word_ids": [0], "sent2_word_ids": [2], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> ,"}]
[ "7", "detained", "for", "`", "house", "sister", "'", "scandal" ]
[ "China", "detains", "7", "for", "``", "house", "sister", "''", "scandal" ]
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[{"sent1_word_ids": [2], "sent2_word_ids": [2], "type": "EQUI", "score": 5.0, "comment": "detained <==> detains "}, {"sent1_word_ids": [3, 4, 5, 6, 7, 8], "sent2_word_ids": [4, 5, 6, 7, 8, 9], "type": "EQUI", "score": 5.0, "comment": "for ` house sister ' scandal <==> for `` house sister '' scandal "}, {"sent1_word_ids": [1], "sent2_word_ids": [3], "type": "EQUI", "score": 5.0, "comment": "7 <==> 7 "}, {"sent1_word_ids": [0], "sent2_word_ids": [1], "type": "NOALI", "score": 0.0, "comment": "-not aligned- <==> China"}]
[ "Boeing", "787", "Dreamliner", "catches", "fire", ";", "stock", "takes", "a", "beating" ]
[ "Boeing", "stock", "tumbles", "after", "fire", "on", "787", "Dreamliner" ]
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[ "Gunmen", "abduct", "seven", "foreign", "workers", "in", "Nigeria" ]
[ "Seven", "foreign", "workers", "kidnapped", "in", "Nigeria" ]
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[ "Palestinians", "clash", "with", "Israeli", "forces", "in", "West", "Bank", ",", "Jerusalem" ]
[ "Palestinians", "clash", "with", "security", "forces", "in", "W.", "Bank" ]
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[{"sent1_word_ids": [4, 5], "sent2_word_ids": [4, 5], "type": "EQUI", "score": 5.0, "comment": "Israeli forces <==> security forces "}, {"sent1_word_ids": [6, 7, 8, 9, 10], "sent2_word_ids": [6, 7, 8], "type": "EQUI", "score": 5.0, "comment": "in West Bank , Jerusalem <==> in W. Bank "}, {"sent1_word_ids": [2, 3], "sent2_word_ids": [2, 3], "type": "EQUI", "score": 5.0, "comment": "clash with <==> clash with "}, {"sent1_word_ids": [1], "sent2_word_ids": [1], "type": "EQUI", "score": 5.0, "comment": "Palestinians <==> Palestinians"}]
[ "12", "killed", "in", "bus", "accident", "in", "Pakistan" ]
[ "10", "killed", "in", "road", "accident", "in", "NW", "Pakistan" ]
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[ "North", "Korea", "Postpones", "Family", "Reunions", "with", "South" ]
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[ "David", "Beckham", "Announces", "Retirement", "From", "Soccer" ]
[ "David", "Beckham", "retires", "from", "football" ]
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[ "Man", "Who", "Set", "Himself", "on", "Fire", "on", "National", "Mall", "Dies", "of", "Injuries" ]
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[ "Shinzo", "Abe", "Selected", "as", "Japan", "'s", "Prime", "Minister" ]
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[ "Schumacher", "in", "a", "coma", "after", "ski", "accident" ]
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[ "Bradley", "Cooper", "and", "JJ", "Abrams", "in", "talks", "about", "filming", "a", "Lance", "Armstrong", "biopic" ]
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[{"sent1_word_ids": [3, 4, 5], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "Israeli air strikes <==> -not aligned- "}, {"sent1_word_ids": [2], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "condemns <==> -not aligned- "}, {"sent1_word_ids": [6], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": ". <==> -not aligned- "}, {"sent1_word_ids": [0], "sent2_word_ids": [1], "type": "NOALI", "score": null, "comment": "-not aligned- <==> Series "}, {"sent1_word_ids": [1], "sent2_word_ids": [6], "type": "SIMI", "score": 2.0, "comment": "Syria <==> Iraq "}, {"sent1_word_ids": [0], "sent2_word_ids": [2, 3, 4], "type": "NOALI", "score": null, "comment": "-not aligned- <==> of deadly attacks "}, {"sent1_word_ids": [0], "sent2_word_ids": [5], "type": "NOALI", "score": null, "comment": "-not aligned- <==> strikes"}]
[ "Turkish", "PM", "urges", "to", "end", "protests", "in", "Istanbul" ]
[ "Turkish", "police", "fire", "teargas", "at", "protesters", "in", "Istanbul" ]
[ 0.4, 0.4, 1, 1, 1, 0.2, 0, 0 ]
[ 0.4, 0.4, 1, 1, 0.2, 0.2, 0, 0 ]
en
en
headlines
97
[{"sent1_word_ids": [0], "sent2_word_ids": [3], "type": "NOALI", "score": null, "comment": "-not aligned- <==> fire "}, {"sent1_word_ids": [1, 2], "sent2_word_ids": [1, 2], "type": "SIMI", "score": 3.0, "comment": "Turkish PM <==> Turkish police "}, {"sent1_word_ids": [3], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "urges <==> -not aligned- "}, {"sent1_word_ids": [6], "sent2_word_ids": [5, 6], "type": "SIMI", "score": 4.0, "comment": "protests <==> at protesters "}, {"sent1_word_ids": [4, 5], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "to end <==> -not aligned- "}, {"sent1_word_ids": [0], "sent2_word_ids": [4], "type": "NOALI", "score": null, "comment": "-not aligned- <==> teargas "}, {"sent1_word_ids": [7, 8], "sent2_word_ids": [7, 8], "type": "EQUI", "score": 5.0, "comment": "in Istanbul <==> in Istanbul"}]
[ "Start", "of", "San", "Fermin", "bull-running", "festival", "briefly", "delayed", "as", "view", "obstructed", "by", "Basque", "flag" ]
[ "San", "Fermin", "bull-running", "festival", "starts" ]
[ 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ 0, 0, 0, 0, 0 ]
en
en
headlines
98
[{"sent1_word_ids": [2, 3, 4, 5, 6], "sent2_word_ids": [1, 2, 3, 4], "type": "EQUI", "score": 5.0, "comment": "of San Fermin bull-running festival <==> San Fermin bull-running festival "}, {"sent1_word_ids": [12, 13, 14], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "by Basque flag <==> -not aligned- "}, {"sent1_word_ids": [7], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "briefly <==> -not aligned- "}, {"sent1_word_ids": [10], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "view <==> -not aligned- "}, {"sent1_word_ids": [9], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "as <==> -not aligned- "}, {"sent1_word_ids": [8], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "delayed <==> -not aligned- "}, {"sent1_word_ids": [11], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "obstructed <==> -not aligned- "}, {"sent1_word_ids": [1], "sent2_word_ids": [5], "type": "EQUI", "score": 5.0, "comment": "Start <==> starts"}]
[ "Former", "LAPD", "officer", "sought", "in", "Irvine", "slayings" ]
[ "Former", "CIA", "officer", "sentenced", "to", "30", "months", "in", "prison", "for", "info", "leak" ]
[ 0.4, 0.4, 0.4, 1, 1, 1, 1 ]
[ 0.4, 0.4, 0.4, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
en
en
headlines
99
[{"sent1_word_ids": [0], "sent2_word_ids": [8, 9], "type": "NOALI", "score": null, "comment": "-not aligned- <==> in prison "}, {"sent1_word_ids": [0], "sent2_word_ids": [5, 6, 7], "type": "NOALI", "score": null, "comment": "-not aligned- <==> to 30 months "}, {"sent1_word_ids": [1, 2, 3], "sent2_word_ids": [1, 2, 3], "type": "SIMI", "score": 3.0, "comment": "Former LAPD officer <==> Former CIA officer "}, {"sent1_word_ids": [5, 6, 7], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "in Irvine slayings <==> -not aligned- "}, {"sent1_word_ids": [0], "sent2_word_ids": [4], "type": "NOALI", "score": null, "comment": "-not aligned- <==> sentenced "}, {"sent1_word_ids": [4], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "sought <==> -not aligned- "}, {"sent1_word_ids": [0], "sent2_word_ids": [10, 11, 12], "type": "NOALI", "score": null, "comment": "-not aligned- <==> for info leak"}]
[ "Pakistan", "court", "demands", "`", "blasphemy", "'", "rampage", "answers" ]
[ "Pakistan-UN", "report", "reveals", "alarming", "levels", "of", "drug", "use" ]
[ 0.6, 0.6, 1, -1, 1, -1, 1, 1 ]
[ 0.6, 0.6, 1, 1, 1, 1, 1, 1 ]
en
en
headlines
100
[{"sent1_word_ids": [0], "sent2_word_ids": [4, 5], "type": "NOALI", "score": null, "comment": "-not aligned- <==> alarming levels "}, {"sent1_word_ids": [4, 5, 6, 7, 8], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "` blasphemy ' rampage answers <==> -not aligned- "}, {"sent1_word_ids": [1, 2], "sent2_word_ids": [1, 2], "type": "REL", "score": 2.0, "comment": "Pakistan court <==> Pakistan-UN report "}, {"sent1_word_ids": [0], "sent2_word_ids": [6, 7, 8], "type": "NOALI", "score": null, "comment": "-not aligned- <==> of drug use "}, {"sent1_word_ids": [0], "sent2_word_ids": [3], "type": "NOALI", "score": null, "comment": "-not aligned- <==> reveals "}, {"sent1_word_ids": [3], "sent2_word_ids": [0], "type": "NOALI", "score": null, "comment": "demands <==> -not aligned-"}]
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Training and test data for the task of Recognizing Semantic Differences (RSD).

See the paper for details on how the dataset was created, and see our code at https://github.com/ZurichNLP/recognizing-semantic-differences for an example of how to use the data for evaluation.

The data are derived from the SemEval-2016 Task 2 for Interpretable Semantic Textual Similarity organized by Agirre et al. (2016). The original URLs of the data are:

The translations into non-English languages have been created using machine translation (DeepL).

Citation

@inproceedings{vamvas-sennrich-2023-rsd,
      title={Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents},
      author={Jannis Vamvas and Rico Sennrich},
      month = dec,
      year = "2023",
      booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
      address = "Singapore",
      publisher = "Association for Computational Linguistics",
}
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