Typed ner and predicate detection #3
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thomaslim6793
commented
Nov 24, 2025
thomaslim6793
commented
- Updated statement classifier which now uses multi-head classifier to predict statement type at four different granularities: Relation vs No relation, generic relationship types, INDRA specific relationship types, and predicate span detection.
- Added a negation detection module which detects negation cue spans and their associated scope spans.
- Updated inference logic with various rule-based heuristics to make decisions on valid indra statements given the aggregated raw extractions from all the modules.
… training on three tasks at thre different granularities, also updated NER module for entity types. Also added a semantic type filtering logic for postprocessing and filtering extractions
…are contiguous are combined into one. also updated agent annotation logic so that we are making sure that the role assigner output and ner output matches for the agent pair
…raining to use data with negative samples included now.
…nd 3 label output probabilities to control gating logic
…l which is the default
…ication module as a fourth classification head
…etector module to indra statement extraction pipeline
…ightly less restrictive
…highest confidence class for all gates, and also a small bug of comma error in semantic_type_filter.py
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