svlandeg
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992fa92b66
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refactor again to clusters of entities and cosine similarity
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2019-05-28 00:05:22 +02:00 |
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svlandeg
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8c4aa076bc
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small fixes
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2019-05-27 14:29:38 +02:00 |
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svlandeg
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cfc27d7ff9
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using Tok2Vec instead
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2019-05-26 23:39:46 +02:00 |
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svlandeg
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abf9af81c9
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learn rate en epochs
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2019-05-24 22:04:25 +02:00 |
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svlandeg
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86ed771e0b
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adding local sentence encoder
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2019-05-23 16:59:11 +02:00 |
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svlandeg
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4392c01b7b
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obtain sentence for each mention
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2019-05-23 15:37:05 +02:00 |
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svlandeg
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97241a3ed7
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upsampling and batch processing
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2019-05-22 23:40:10 +02:00 |
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svlandeg
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1a16490d20
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update per entity
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2019-05-22 12:46:40 +02:00 |
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svlandeg
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eb08bdb11f
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hidden with for encoders
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2019-05-21 23:42:46 +02:00 |
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svlandeg
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7b13e3d56f
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undersampling negatives
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2019-05-21 18:35:10 +02:00 |
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svlandeg
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2fa3fac851
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fix concat bp and more efficient batch calls
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2019-05-21 13:43:59 +02:00 |
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svlandeg
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0a15ee4541
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fix in bp call
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2019-05-20 23:54:55 +02:00 |
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svlandeg
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89e322a637
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small fixes
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2019-05-20 17:20:39 +02:00 |
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svlandeg
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7edb2e1711
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fix convolution layer
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2019-05-20 11:58:48 +02:00 |
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svlandeg
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dd691d0053
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debugging
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2019-05-17 17:44:11 +02:00 |
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svlandeg
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400b19353d
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simplify architecture and larger-scale test runs
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2019-05-17 01:51:18 +02:00 |
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svlandeg
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d51bffe63b
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clean up code
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2019-05-16 18:36:15 +02:00 |
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svlandeg
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b5470f3d75
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various tests, architectures and experiments
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2019-05-16 18:25:34 +02:00 |
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svlandeg
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9ffe5437ae
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calculate gradient for entity encoding
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2019-05-15 02:23:08 +02:00 |
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svlandeg
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2713abc651
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implement loss function using dot product and prob estimate per candidate cluster
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2019-05-14 22:55:56 +02:00 |
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svlandeg
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09ed446b20
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different architecture / settings
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2019-05-14 08:37:52 +02:00 |
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svlandeg
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4142e8dd1b
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train and predict per article (saving time for doc encoding)
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2019-05-13 17:02:34 +02:00 |
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svlandeg
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3b81b00954
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evaluating on dev set during training
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2019-05-13 14:26:04 +02:00 |
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svlandeg
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b6d788064a
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some first experiments with different architectures and metrics
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2019-05-10 12:53:14 +02:00 |
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svlandeg
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9d089c0410
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grouping clusters of instances per doc+mention
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2019-05-09 18:11:49 +02:00 |
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svlandeg
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c6ca8649d7
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first stab at model - not functional yet
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2019-05-09 17:23:19 +02:00 |
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svlandeg
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9f33732b96
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using entity descriptions and article texts as input embedding vectors for training
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2019-05-07 16:03:42 +02:00 |
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svlandeg
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7e348d7f7f
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baseline evaluation using highest-freq candidate
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2019-05-06 15:13:50 +02:00 |
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svlandeg
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6961215578
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refactor code to separate functionality into different files
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2019-05-06 10:56:56 +02:00 |
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svlandeg
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f5190267e7
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run only 100M of WP data as training dataset (9%)
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2019-05-03 18:09:09 +02:00 |
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svlandeg
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4e929600e5
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fix WP id parsing, speed up processing and remove ambiguous strings in one doc (for now)
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2019-05-03 17:37:47 +02:00 |
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svlandeg
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34600c92bd
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try catch per article to ensure the pipeline goes on
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2019-05-03 15:10:09 +02:00 |
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svlandeg
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bbcb9da466
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creating training data with clean WP texts and QID entities true/false
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2019-05-03 10:44:29 +02:00 |
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svlandeg
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cba9680d13
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run NER on clean WP text and link to gold-standard entity IDs
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2019-05-02 17:24:52 +02:00 |
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svlandeg
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581dc9742d
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parsing clean text from WP articles to use as input data for NER and NEL
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2019-05-02 17:09:56 +02:00 |
|
svlandeg
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8353552191
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cleanup
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2019-05-01 23:26:16 +02:00 |
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svlandeg
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1ae41daaa9
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allow small rounding errors
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2019-05-01 23:05:40 +02:00 |
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svlandeg
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3629a52ede
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reading all persons in wikidata
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2019-05-01 01:00:59 +02:00 |
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svlandeg
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60b54ae8ce
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bulk entity writing and experiment with regex wikidata reader to speed up processing
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2019-05-01 00:00:38 +02:00 |
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svlandeg
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653b7d9c87
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calculate entity raw counts offline to speed up KB construction
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2019-04-30 11:39:42 +02:00 |
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svlandeg
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19e8f339cb
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deduce entity freq from WP corpus and serialize vocab in WP test
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2019-04-29 17:37:29 +02:00 |
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svlandeg
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387263d618
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simplify chains
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2019-04-29 13:58:07 +02:00 |
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svlandeg
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54d0cea062
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unit test for KB serialization
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2019-04-24 23:52:34 +02:00 |
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svlandeg
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3e0cb69065
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KB aliases to and from file
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2019-04-24 20:24:24 +02:00 |
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svlandeg
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ad6c5e581c
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writing and reading number of entries to/from header
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2019-04-24 15:31:44 +02:00 |
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svlandeg
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6e3223f234
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bulk loading in proper order of entity indices
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2019-04-24 11:26:38 +02:00 |
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svlandeg
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694fea597a
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dumping all entryC entries + (inefficient) reading back in
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2019-04-23 18:36:50 +02:00 |
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svlandeg
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8e70a564f1
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custom reader and writer for _EntryC fields (first stab at it - not complete)
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2019-04-23 16:33:40 +02:00 |
|
svlandeg
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004e5e7d1c
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little fixes
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2019-04-19 14:24:02 +02:00 |
|
svlandeg
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9a8197185b
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fix alias capitalization
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2019-04-18 22:37:50 +02:00 |
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