From 809310de61a0b7af8ed6502e9ec27f3dfbe98f16 Mon Sep 17 00:00:00 2001 From: Mrinal Grover Date: Sun, 26 Jun 2022 23:16:20 -0700 Subject: [PATCH] evaluation results --- code/NER_Model.py | 23 ++ code/NER_Model_postprocessing.py | 2 +- code/Negation_Analyser.py | 2 +- code/evaluation.ipynb | 36 +++ code/evaluation.py | 226 ++++++++++++++++++ code/intermediate/Semi-CRF-Val.ipynb | 2 +- code/intermediate/bert-negation-final.ipynb | 2 +- env.yaml | 1 - .../Screenshot 2022-06-26 at 20.08.04.png | Bin 0 -> 314635 bytes 9 files changed, 289 insertions(+), 5 deletions(-) create mode 100644 code/evaluation.ipynb create mode 100644 code/evaluation.py create mode 100644 resources/Screenshot 2022-06-26 at 20.08.04.png diff --git a/code/NER_Model.py b/code/NER_Model.py index 0b89975..687a2de 100644 --- a/code/NER_Model.py +++ b/code/NER_Model.py @@ -350,12 +350,35 @@ def predict(sentence, correct_spellings=True): output_str = crf.predict([feat]) print(f" IOB Tagging : {output_str}") + output_str = NER_Model_postprocessing.tag_color(output_str) + output_str = NER_Model_postprocessing.tag_price(output_str) + output_str = NER_Model_postprocessing.tag_shape(output_str) + output_str = NER_Model_postprocessing.tag_size(output_str) + print(f"Postprocessed output: {output_str}") result = [] for token, tag in zip(tokens, output_str[0]): result.append((token, tag)) return result +def evaluate_results(token_list): + feat = sentence2features(token_list) + + # print(f"Extracted features : {feat}") + + output_str = crf.predict([feat]) + # print(f" IOB Tagging : {output_str}") + result = [] + for token, tag in zip(token_list, output_str[0]): + result.append((token, tag)) + + result = NER_Model_postprocessing.tag_color(result) + result = NER_Model_postprocessing.tag_price(result) + result = NER_Model_postprocessing.tag_shape(result) + result = NER_Model_postprocessing.tag_size(result) + + # print(f"Postprocessed output: {output_str}") + return result if __name__ == "__main__": main() \ No newline at end of file diff --git a/code/NER_Model_postprocessing.py b/code/NER_Model_postprocessing.py index b789551..9c09fba 100644 --- a/code/NER_Model_postprocessing.py +++ b/code/NER_Model_postprocessing.py @@ -11,7 +11,7 @@ color_list.remove("jet") color_list.remove("quartz") -def tag_color(sent, color_list): +def tag_color(sent): """ Uses a color list to identify colors in the input data. Colors can be multiple words long; scans with an appropriate window size for each color. diff --git a/code/Negation_Analyser.py b/code/Negation_Analyser.py index 1f5a2fe..eca2c26 100644 --- a/code/Negation_Analyser.py +++ b/code/Negation_Analyser.py @@ -324,7 +324,7 @@ def get_spacy_tokens(transformed_sent, entity_indices): string_sent = " ".join([item for sublist in transformed_sent for item in sublist]) doc = nlp(string_sent) - spacy_special = ["'", '"', ":", ";", ",", "?", "!", ".", "n't", "'m", " "] + spacy_special = [ ":", ";", ",", "?", "!", ".", "n't", "'m", " "]#"'", '"', for ent_idx in entity_indices: substring = " ".join([item for item in transformed_sent[ent_idx]]) diff --git a/code/evaluation.ipynb b/code/evaluation.ipynb new file mode 100644 index 0000000..6bfa5ae --- /dev/null +++ b/code/evaluation.ipynb @@ -0,0 +1,36 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "c18d1940-9f34-4d23-bad0-feec22fc11b8", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2848639-6a7a-4861-b482-6b52ce873b51", + "metadata": {}, + "outputs": [], + "source": [ + "actual = pd.read_csv('data/spacy_tokenized')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "573", + "language": "python", + "name": "573" + }, + "language_info": { + "name": "" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/code/evaluation.py b/code/evaluation.py new file mode 100644 index 0000000..ac4ccdf --- /dev/null +++ b/code/evaluation.py @@ -0,0 +1,226 @@ +#!/usr/bin/env python +# coding: utf-8 + +from __future__ import division, print_function, unicode_literals +import numpy as np +import spacy +import pandas as pd +import NER_Model, Negation_Analyser + + +import sys +from collections import defaultdict + +def split_tag(chunk_tag): + """ + split chunk tag into IOBES prefix and chunk_type + e.g. + B-PER -> (B, PER) + O -> (O, None) + """ + if chunk_tag == 'O': + return ('O', None) + if "N-" in chunk_tag: + return chunk_tag[0], "N-" + chunk_tag.split("-")[2] + else: + return chunk_tag.split('-', maxsplit=1) + +def is_chunk_end(prev_tag, tag): + """ + check if the previous chunk ended between the previous and current word + e.g. + (B-PER, I-PER) -> False + (B-LOC, O) -> True + Note: in case of contradicting tags, e.g. (B-PER, I-LOC) + this is considered as (B-PER, B-LOC) + """ + prefix1, chunk_type1 = split_tag(prev_tag) + prefix2, chunk_type2 = split_tag(tag) + + if prefix1 == 'O': + return False + if prefix2 == 'O': + return prefix1 != 'O' + + if chunk_type1 != chunk_type2: + return True + + else: + return False + +def is_chunk_start(prev_tag, tag): + """ + check if a new chunk started between the previous and current word + """ + prefix1, chunk_type1 = split_tag(prev_tag) + prefix2, chunk_type2 = split_tag(tag) + + if prefix2 == 'O': + return False + if prefix1 == 'O': + return prefix2 != 'O' + + if chunk_type1 != chunk_type2: + return True + else: + return False + +def calc_metrics(tp, p, t, percent=True): + """ + compute overall precision, recall and FB1 (default values are 0.0) + if percent is True, return 100 * original decimal value + """ + precision = tp / p if p else 0 + recall = tp / t if t else 0 + fb1 = 2 * precision * recall / (precision + recall) if precision + recall else 0 + if percent: + return 100 * precision, 100 * recall, 100 * fb1 + else: + return precision, recall, fb1 + + +def count_chunks(true_seqs, pred_seqs): + """ + true_seqs: a list of true tags + pred_seqs: a list of predicted tags + return: + correct_chunks: a dict (counter), + key = chunk types, + value = number of correctly identified chunks per type + true_chunks: a dict, number of true chunks per type + pred_chunks: a dict, number of identified chunks per type + correct_counts, true_counts, pred_counts: similar to above, but for tags + """ + correct_chunks = defaultdict(int) + true_chunks = defaultdict(int) + pred_chunks = defaultdict(int) + + correct_counts = defaultdict(int) + true_counts = defaultdict(int) + pred_counts = defaultdict(int) + + prev_true_tag, prev_pred_tag = 'O', 'O' + correct_chunk = None + + for true_tag, pred_tag in zip(true_seqs, pred_seqs): + if true_tag == pred_tag: + correct_counts[true_tag] += 1 + true_counts[true_tag] += 1 + pred_counts[pred_tag] += 1 + + _, true_type = split_tag(true_tag) + _, pred_type = split_tag(pred_tag) + + if correct_chunk is not None: + true_end = is_chunk_end(prev_true_tag, true_tag) + pred_end = is_chunk_end(prev_pred_tag, pred_tag) + + if pred_end and true_end: + correct_chunks[correct_chunk] += 1 + correct_chunk = None + elif pred_end != true_end or true_type != pred_type: + correct_chunk = None + + true_start = is_chunk_start(prev_true_tag, true_tag) + pred_start = is_chunk_start(prev_pred_tag, pred_tag) + + if true_start and pred_start and true_type == pred_type: + correct_chunk = true_type + if true_start: + true_chunks[true_type] += 1 + if pred_start: + pred_chunks[pred_type] += 1 + + prev_true_tag, prev_pred_tag = true_tag, pred_tag + if correct_chunk is not None: + correct_chunks[correct_chunk] += 1 + + return (correct_chunks, true_chunks, pred_chunks, + correct_counts, true_counts, pred_counts) + +def get_result(correct_chunks, true_chunks, pred_chunks, + correct_counts, true_counts, pred_counts, verbose=True): + """ + if verbose, print overall performance, as well as preformance per chunk type; + otherwise, simply return overall prec, rec, f1 scores + """ + # sum counts + sum_correct_chunks = sum(correct_chunks.values()) + sum_true_chunks = sum(true_chunks.values()) + sum_pred_chunks = sum(pred_chunks.values()) + + sum_correct_counts = sum(correct_counts.values()) + sum_true_counts = sum(true_counts.values()) + + nonO_correct_counts = sum(v for k, v in correct_counts.items() if k != 'O') + nonO_true_counts = sum(v for k, v in true_counts.items() if k != 'O') + + chunk_types = sorted(list(set(list(true_chunks) + list(pred_chunks)))) + + # compute overall precision, recall and FB1 (default values are 0.0) + prec, rec, f1 = calc_metrics(sum_correct_chunks, sum_pred_chunks, sum_true_chunks) + res = (prec, rec, f1) + if not verbose: + return res + + # print overall performance, and performance per chunk type + + print("processed %i tokens with %i phrases; " % (sum_true_counts, sum_true_chunks), end='') + print("found: %i phrases; correct: %i.\n" % (sum_pred_chunks, sum_correct_chunks), end='') + + print("accuracy: %6.2f%%; (non-O)" % (100*nonO_correct_counts/nonO_true_counts)) + print("accuracy: %6.2f%%; " % (100*sum_correct_counts/sum_true_counts), end='') + print("precision: %6.2f%%; recall: %6.2f%%; FB1: %6.2f" % (prec, rec, f1)) + + # for each chunk type, compute precision, recall and FB1 (default values are 0.0) + for t in chunk_types: + prec, rec, f1 = calc_metrics(correct_chunks[t], pred_chunks[t], true_chunks[t]) + print("%17s: " %t , end='') + print("precision: %6.2f%%; recall: %6.2f%%; FB1: %6.2f" % + (prec, rec, f1), end='') + print(" %d" % pred_chunks[t]) + + return res + # you can generate LaTeX output for tables like in + # http://cnts.uia.ac.be/conll2003/ner/example.tex + # but I'm not implementing this + +def evaluate(true_seqs, pred_seqs, verbose=True): + (correct_chunks, true_chunks, pred_chunks, + correct_counts, true_counts, pred_counts) = count_chunks(true_seqs, pred_seqs) + result = get_result(correct_chunks, true_chunks, pred_chunks, + correct_counts, true_counts, pred_counts, verbose=verbose) + return result + +validataion_df = pd.read_csv('data/spacy_tokenized.csv') +validataion_df = validataion_df.replace('B-','I-', regex=True) +sentences = [] +sent = [] +tok_tag_act = [] +tokens = [] +actual_tags = [] +predicted_tags = [] +NER_Model.main() +for index, row in validataion_df.iterrows(): + if row['Tokens'] is np.nan: + print(' '.join(sent)) + print(f"Actual : {tok_tag_act}") + predicted_ner = NER_Model.evaluate_results(sent) + pred_tok_tag = Negation_Analyser.predict(predicted_ner, "tags") + for tag in pred_tok_tag['token-tags']: + predicted_tags.append(tag[1]) + print(f"Predicted : {pred_tok_tag}") + sent = [] + tok_tag_act = [] + + else: + sent.append(row['Tokens']) + if(row['is_negative'] is True): + tok_tag_act.append((row['Tokens'], row['Tags'].replace('I-', 'I-N-'))) + actual_tags.append(row['Tags'].replace('I-', 'I-N-')) + else: + actual_tags.append(row['Tags']) + tok_tag_act.append((row['Tokens'], row['Tags'])) + + +evaluate(actual_tags, predicted_tags) \ No newline at end of file diff --git a/code/intermediate/Semi-CRF-Val.ipynb b/code/intermediate/Semi-CRF-Val.ipynb index 6c43298..845a72c 100644 --- a/code/intermediate/Semi-CRF-Val.ipynb +++ b/code/intermediate/Semi-CRF-Val.ipynb @@ -1644,7 +1644,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/code/intermediate/bert-negation-final.ipynb b/code/intermediate/bert-negation-final.ipynb index dca2952..aed458d 100644 --- a/code/intermediate/bert-negation-final.ipynb +++ b/code/intermediate/bert-negation-final.ipynb @@ -5443,7 +5443,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/env.yaml b/env.yaml index b7b8a3f..f4d3d45 100644 --- a/env.yaml +++ b/env.yaml @@ -26,4 +26,3 @@ dependencies: - graphviz - pip: - contextualSpellCheck - - spacy-model-en_core_web_sm diff --git a/resources/Screenshot 2022-06-26 at 20.08.04.png b/resources/Screenshot 2022-06-26 at 20.08.04.png new file mode 100644 index 0000000000000000000000000000000000000000..7db2ba186e36df8b3259637420d19844b8766519 GIT binary patch literal 314635 zcmeEuby$>Z*DonBNGPSWU=UK$4N9m;cb9Yw-2(z53J!=U2uMf_-Q6uI-8GcdP*Ow9 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