Kairos-cogcomp

Environment

1. Setup the environment with the environment.yml file (conda myenv create -f environment.yml)
2. Downgrade the xlrd package to 1.2.0 with pip uninstall xlrd and then pip install xlrd==1.2.0

Big files

Download files from server with wget https://www.seas.upenn.edu/~hzhangal/etype_to_distinct_embeddings.json and wget https://www.seas.upenn.edu/~hzhangal/rtype_to_distinct_embeddings.json and put them under the data/ folder.

Run

Run the service with python backend.py

Examples

1. Input example: curl -d '{"sentence": "The president of the USA holds a lot of power.", "tokens": ["The", "president", "of", "the", "USA", "holds", "a", "lot", "of", "power", "."], "identified_trigger_positions": [[5, 6], [1, 2], [7, 8], [9, 10]], "detected_mentions": {"(0, 1)": "NE", "(3, 5)": "NE"}, "trigger_to_arguments": {"(5, 6)": [[0, 1], [3, 5]], "(1, 2)": [[3, 5]], "(7, 8)": [], "(9, 10)": []}}' -H "Content-Type: application/json" -X POST http://localhost:20203/annotate
2. Output example: {"corpusId": "", "id": "", "text": "The president of the USA holds a lot of power.", "tokens": ["The", "president", "of", "the", "USA", "holds", "a", "lot", "of", "power."], "sentences": {"generator": "UnsupervisedEventExtraction", "score": 1.0, "sentenceEndPositions": [46]}, "views": [{"viewName": "TOKENS", "viewData": {"viewType": "edu.illinois.cs.cogcomp.core.datastructures.textannotation.TokenLabelView", "viewName": "TOKENS", "generator": "Cogcomp-SRL", "score": 1.0, "constituents": [{"label": "The", "score": 1.0, "start": 0, "end": 1}, {"label": "president", "score": 1.0, "start": 1, "end": 2}, {"label": "of", "score": 1.0, "start": 2, "end": 3}, {"label": "the", "score": 1.0, "start": 3, "end": 4}, {"label": "USA", "score": 1.0, "start": 4, "end": 5}, {"label": "holds", "score": 1.0, "start": 5, "end": 6}, {"label": "a", "score": 1.0, "start": 6, "end": 7}, {"label": "lot", "score": 1.0, "start": 7, "end": 8}, {"label": "of", "score": 1.0, "start": 8, "end": 9}, {"label": "power.", "score": 1.0, "start": 9, "end": 10}]}}, {"viewName": "Event_extraction", "viewData": [{"viewType": "edu.illinois.cs.cogcomp.core.datastructures.textannotation.PredicateArgumentView", "viewName": "event_extraction", "generator": "cogcomp_kairos_event_ie_v1.0", "score": 1.0, "constituents": [], "relations": []}]}]}