SYMBOL INDEX (438 symbols across 64 files)

FILE: crowdflower/combine_chunks.py
  function longest_common_substring (line 22) | def longest_common_substring(s1, s2):
  function read_twm_links (line 38) | def read_twm_links(f):
  function read_ngrams (line 60) | def read_ngrams(f):
  function read_tp_chunks (line 82) | def read_tp_chunks(f):
  function load_chunks (line 119) | def load_chunks(path):
  function priority_update (line 155) | def priority_update(first, second):
  function combine_priority (line 176) | def combine_priority(link_chunks, ngram_chunks, tp_chunks):
  function combine_overlapping (line 197) | def combine_overlapping(chunks):
  function combine_contiguous (line 237) | def combine_contiguous(combined):
  function combine_chunks (line 280) | def combine_chunks(sentence_id, values):
  function main (line 320) | def main(chunks_path, combined_out, debug):

FILE: crowdflower/compute_fleiss_kappa.py
  function compute_matrix (line 8) | def compute_matrix(cf_results, num_judgments):
  function main (line 44) | def main(crowdflower_output, num_judgments):

FILE: crowdflower/create_crowdflower_input.py
  function prepare_crowdflower_input (line 24) | def prepare_crowdflower_input(labeled_data, chunk_data, debug):
  function write_input_spreadsheet (line 77) | def write_input_spreadsheet(input_data, outfile, debug):
  function create_cli_parser (line 96) | def create_cli_parser():

FILE: crowdflower/crowdflower_results_into_training_data.py
  function set_majority_vote_answer (line 25) | def set_majority_vote_answer(results_json):
  function tag_entities (line 51) | def tag_entities(results):
  function merge_tokens (line 74) | def merge_tokens(sentence_id, annotations, lines):
  function process_sentence (line 131) | def process_sentence(sentence_id, annotations, lines):
  function produce_training_data (line 154) | def produce_training_data(annotations, pos_tagged_sentences_dir, debug):
  function main (line 191) | def main(crowdflower_csv, pos_data_dir, output_file, debug):
  function create_cli_parser (line 222) | def create_cli_parser():

FILE: crowdflower/generate_crowdflower_interface_template.py
  function generate_crowdflower_interface_template (line 40) | def generate_crowdflower_interface_template(input_csv, output_html=None):
  function create_cli_parser (line 75) | def create_cli_parser():

FILE: crowdflower/utils.py
  function read_full_results (line 6) | def read_full_results(results_file):
  function computeFleissKappa (line 59) | def computeFleissKappa(mat):

FILE: date_normalizer/date_normalizer.py
  class DateNormalizer (line 6) | class DateNormalizer(object):
    method __init__ (line 24) | def __init__(self):
    method _meta_init (line 40) | def _meta_init(self, specs):
    method normalize_one (line 59) | def normalize_one(self, expression):
    method normalize_many (line 75) | def normalize_many(self, expression):
    method _process_match (line 94) | def _process_match(self, category, transform, match, first_position):
  function normalize_numerical_fes (line 101) | def normalize_numerical_fes(sentence_id, tokens):

FILE: date_normalizer/rpc.py
  class NormalizerWrapper (line 7) | class NormalizerWrapper(DateNormalizer):
    method normalize_many (line 10) | def normalize_many(self, expression):
  function main (line 24) | def main(port, ns):

FILE: extraction/bag_of_words.py
  function main (line 17) | def main(all_articles, freq_out):

FILE: extraction/extract_sentences.py
  function _iter_split (line 8) | def _iter_split(iterator, split):
  function process_article (line 17) | def process_article(content, tokens, sentence_wid, output_dir, min_words...
  function main (line 62) | def main(input_file, token_list,sentence_to_wid, output_dir, min_words, ...

FILE: extraction/get_soccer_ids.py
  function main (line 11) | def main(outfile, lang):

FILE: extraction/get_soccer_players_articles.py
  function load_wiki_ids (line 13) | def load_wiki_ids(filein):
  function extract_soccer_articles (line 24) | def extract_soccer_articles(soccer_ids, corpus_dir, output_dir):

FILE: extraction/process_articles.py
  function iter_split (line 9) | def iter_split(iterator, split):
  function process_article (line 18) | def process_article(content, soccer_ids, mapping, output_dir):
  function main (line 49) | def main(soccer_ids, input_file, output_dir, output_mapping):

FILE: lib/WikiExtractor.py
  function WikiDocument (line 120) | def WikiDocument(out, id, title, text):
  function get_url (line 134) | def get_url(id, prefix):
  function normalizeTitle (line 153) | def normalizeTitle(title):
  function unescape (line 195) | def unescape(text):
  function ignoreTag (line 223) | def ignoreTag(tag):
  function dropNested (line 264) | def dropNested(text, openDelim, closeDelim):
  function dropSpans (line 319) | def dropSpans(matches, text):
  function make_anchor_tag (line 342) | def make_anchor_tag(match):
  function clean (line 358) | def clean(text):
  function compact (line 446) | def compact(text):
  function handle_unicode (line 505) | def handle_unicode(entity):
  class OutputSplitter (line 512) | class OutputSplitter:
    method __init__ (line 513) | def __init__(self, compress, max_file_size, path_name):
    method reserve (line 521) | def reserve(self, size):
    method write (line 527) | def write(self, text):
    method close (line 530) | def close(self):
    method open_next_file (line 533) | def open_next_file(self):
    method dir_name (line 547) | def dir_name(self):
    method file_name (line 552) | def file_name(self):
  function process_data (line 559) | def process_data(input, output):
  function show_help (line 611) | def show_help():
  function show_usage (line 614) | def show_usage(script_name):
  function main (line 621) | def main():

FILE: lib/confidence_filter.py
  function main (line 14) | def main(fact_dataset, score_dataset, output, debug):

FILE: lib/entity_linking.py
  function twm_link_articles (line 66) | def twm_link_articles(raw_articles):
  function twm_extract_entities (line 90) | def twm_extract_entities(twm_json, disambiguation, debug):
  function twm_link (line 122) | def twm_link(text, disambiguation, debug):
  function nex_link (line 153) | def nex_link(text):
  function nex_extract_entities (line 167) | def nex_extract_entities(nex_response_json):
  function create_cli_parser (line 180) | def create_cli_parser():

FILE: lib/orderedset.py
  class OrderedSet (line 3) | class OrderedSet(collections.MutableSet):
    method __init__ (line 5) | def __init__(self, iterable=None):
    method __len__ (line 12) | def __len__(self):
    method __contains__ (line 15) | def __contains__(self, key):
    method add (line 18) | def add(self, key):
    method discard (line 24) | def discard(self, key):
    method __iter__ (line 30) | def __iter__(self):
    method __reversed__ (line 37) | def __reversed__(self):
    method pop (line 44) | def pop(self, last=True):
    method __repr__ (line 51) | def __repr__(self):
    method __eq__ (line 56) | def __eq__(self, other):

FILE: lib/scoring.py
  function compute_score (line 4) | def compute_score(sentence, score, core_fes_weight):

FILE: lib/stopwords.py
  class StopWords (line 8) | class StopWords(object):
    method words (line 30) | def words(self, language):

FILE: lib/to_assertions.py
  function to_assertions (line 32) | def to_assertions(labeled_results, id_to_title, outfile='dataset.nt',
  function serialize_fe (line 165) | def serialize_fe(fe, reified, wiki_title, add_triple, format):
  function triple_adder (line 212) | def triple_adder(graph, format):
  function _to_nt_term (line 238) | def _to_nt_term(x):
  function _uri_for (line 257) | def _uri_for(_type, _triple_term, term):

FILE: seed_selection/generate_lexicalization_patterns.py
  function query_endpoint (line 28) | def query_endpoint(query, entity_type):
  function process_response (line 53) | def process_response(bindings):
  function write_lexicalizations_patterns (line 71) | def write_lexicalizations_patterns(subjects, lus, objects, outfile):
  function main (line 88) | def main(tokens, subject_type, object_types, output):

FILE: seed_selection/get_meaningful_sentences.py
  function load_pos_data (line 18) | def load_pos_data(dir):
  function filter_sentences_by_chunk (line 39) | def filter_sentences_by_chunk(pos_data, tokens):
  function save_sentences (line 54) | def save_sentences(sentences, outdir):
  function main (line 71) | def main(tagged_dir, tokens, outdir):

FILE: seed_selection/split_sentences.py
  function main (line 16) | def main(serialized_tokenizer, input_dir, output_dir, min_length):

FILE: supervised/build_label_based_gaz.py
  function query_endpoint (line 24) | def query_endpoint(query, entity_type):
  function process_response (line 31) | def process_response(endpoint_response):
  function write_gaz (line 45) | def write_gaz(entries, outfile='gaz.tsv'):

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Annotator.java
  class Annotator (line 46) | public class Annotator {
    method Annotator (line 74) | public Annotator(String roleFile, String frameFile, File gazetteerFile...
    method tokenizeSentence (line 118) | private List<ClassifierResults> tokenizeSentence( String line ) throws...
    method mergeChunksIntoExampleList (line 144) | private List<ClassifierResults> mergeChunksIntoExampleList( List<Class...
    method classifyRoles (line 209) | private void classifyRoles( List<? extends Token> classifierResultsLis...
    method classifyFrames (line 226) | private void classifyFrames( List<? extends Token> classifierResultsLi...
    method classify (line 240) | public List<Answer> classify(File fin) throws IOException {
    method classify (line 274) | public Answer classify( String line, String sentence_id ) throws Excep...
    method printAnswer (line 294) | private void printAnswer(List<? extends Token> classifierResultsList ) {
    method interactive (line 307) | public void interactive() throws Exception {
    method predict (line 325) | private int predict(String line, svm_model model, Map<Integer, Double>...
    method write (line 392) | public void write(List<Answer> list, File fout ) throws IOException {
    method main (line 401) | public static void main(String[] args) throws Exception {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Answer.java
  class Answer (line 33) | public class Answer {
    method getSentenceID (line 43) | public String getSentenceID( ) {
    method setSentenceID (line 47) | public void setSentenceID( String sentenceID ) {
    method getSentence (line 51) | public Sentence getSentence() {
    method Answer (line 58) | public Answer(String sentenceID, List<ClassifierResults> classifierRes...
    method toTSV (line 70) | public String toTSV( ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/ChunkCombinator.java
  class ChunkCombinator (line 14) | public class ChunkCombinator {
    class ChunkToUri (line 16) | public class ChunkToUri {
      method ChunkToUri (line 21) | public ChunkToUri(String chunk, String uri, Double confidence) {
      method getChunk (line 27) | public String getChunk( ) {
      method getUri (line 31) | public String getUri( ) {
      method getConfidence (line 35) | public Double getConfidence( ) {
    method ChunkCombinator (line 43) | public ChunkCombinator() throws IOException {
    method main (line 46) | public static void main(String[] args) throws Exception {
    method getTheWikiMachineChunks (line 57) | public Set<String> getTheWikiMachineChunks( String sentence, boolean d...
    method getTheWikiMachineChunkToUri (line 61) | public Map<String, String> getTheWikiMachineChunkToUri( String sentenc...
    method getTheWikiMachineChunkToUriWithConfidence (line 72) | public Map<String, ChunkToUri> getTheWikiMachineChunkToUriWithConfiden...
    method getTextProNPChunks (line 89) | public Set<String> getTextProNPChunks(String sentence) throws IOExcept...
    method combineChunks (line 94) | public Set<String> combineChunks(Set<String> disambiguated, Set<String...

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/ClassifierResults.java
  class ClassifierResults (line 4) | public class ClassifierResults implements Token {
    method ClassifierResults (line 20) | public ClassifierResults( String token, String pos, String lemma, Doub...
    method getToken (line 34) | public String getToken( ) {
    method getPos (line 38) | public String getPos( ) {
    method getLemma (line 42) | public String getLemma( ) {
    method getLinkConfidence (line 46) | public Double getLinkConfidence( ) {
    method toString (line 50) | public String toString( ) {
    method setToken (line 54) | public void setToken( String token ) {
    method setPos (line 58) | public void setPos( String pos ) {
    method setLemma (line 62) | public void setLemma( String lemma ) {
    method setLinkConfidence (line 66) | public void setLinkConfidence( Double linkConfidence ) {
    method getPredictedRole (line 70) | public int getPredictedRole( ) {
    method setPredictedRole (line 74) | public void setPredictedRole( int predictedRole ) {
    method getPredictedFrame (line 78) | public int getPredictedFrame( ) {
    method setPredictedFrame (line 82) | public void setPredictedFrame( int predictedFrame ) {
    method getPredictedFrameLabel (line 86) | public String getPredictedFrameLabel( ) {
    method getPredictedRoleLabel (line 93) | public String getPredictedRoleLabel( ) {
    method getFrameConfidence (line 97) | public Double getFrameConfidence( ) {
    method setFrameConfidence (line 101) | public void setFrameConfidence( Double frameConfidence ) {
    method getRoleConfidence (line 105) | public Double getRoleConfidence( ) {
    method setRoleConfidence (line 109) | public void setRoleConfidence( Double roleConfidence ) {
    method getFrame (line 113) | public String getFrame( ) {
    method getRole (line 117) | public String getRole( ) {
    method setFrame (line 121) | public void setFrame( String frame ) {
    method setRole (line 125) | public void setRole( String role ) {
    method getUri (line 129) | public String getUri( ) {
    method setUri (line 133) | public void setUri( String uri ) {
    method toTSV (line 137) | public String toTSV( ) {
    method fromTSV (line 149) | public static ClassifierResults fromTSV( String[] parts, int first ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/ConfusionMatrix.java
  class ConfusionMatrix (line 5) | public class ConfusionMatrix {
    class AverageCalculator (line 6) | private class AverageCalculator {
      method addMeasure (line 10) | public void addMeasure( double measure ) {
      method getAverage (line 17) | double getAverage( ) {
    method ConfusionMatrix (line 25) | public ConfusionMatrix( int size ) {
    method AddResult (line 36) | public int AddResult( int predicted, int actual ) {
    method getPrecision (line 41) | public float getPrecision( int label ) {
    method getRecall (line 48) | public float getRecall( int label ) {
    method toTable (line 55) | public String toTable( ) {
    method toCSV (line 104) | public String toCSV( FeatureIndex labels ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/DateNormalizer.java
  class DateNormalizer (line 13) | public class DateNormalizer {
    method NormalizeOne (line 18) | public static NormalizerResult NormalizeOne( String expression ) {
    method NormalizeMany (line 34) | public static List<NormalizerResult> NormalizeMany( String expression ) {
    method getProxy (line 55) | private static PyroProxy getProxy( ) throws IOException {
    method setUri (line 61) | public static void setUri( String uri ) throws IOException {
    method normalizeNumericalExpressions (line 68) | public static <T extends Token> List<T> normalizeNumericalExpressions(...
    method main (line 125) | public static void main( String[] args ) throws IOException {
    method initLogger (line 150) | static void initLogger( ) throws IOException {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Evaluator.java
  class Evaluator (line 37) | public class Evaluator {
    method Evaluator (line 55) | public Evaluator( File goldFile, File testFile, File frameLabelsFile, ...
    method evaluateRoles (line 116) | void evaluateRoles( Sentence goldSentence, Sentence testSentence, Eval...
    method evaluateFrame (line 165) | void evaluateFrame( Sentence goldSentence, Sentence testSentence, Eval...
    method read (line 204) | private Map<Integer, Sentence> read( File fin ) throws IOException {
    method write (line 238) | public void write( File f ) throws IOException {
    method main (line 263) | public static void main( String[] args ) {
  class Evaluation (line 315) | class Evaluation {
    method Evaluation (line 322) | Evaluation( ) {
    method Evaluation (line 326) | Evaluation( int tp, int fp, int fn ) {
    method incTp (line 332) | void incTp( ) {
    method incFp (line 336) | void incFp( ) {
    method incFn (line 340) | void incFn( ) {
    method addTp (line 344) | void addTp( int n ) {
    method addFn (line 348) | void addFn( int n ) {
    method addFp (line 352) | void addFp( int n ) {
    method getFn (line 356) | int getFn( ) {
    method setFn (line 360) | void setFn( int fn ) {
    method getFp (line 364) | int getFp( ) {
    method setFp (line 368) | void setFp( int fp ) {
    method getTp (line 372) | int getTp( ) {
    method setTp (line 376) | void setTp( int tp ) {
    method precision (line 380) | double precision( ) {
    method recall (line 384) | double recall( ) {
    method f1 (line 388) | double f1( ) {
    method toString (line 392) | @Override
  class ChunkRoleMatcher (line 402) | class ChunkRoleMatcher {
    method ChunkRoleMatcher (line 406) | public ChunkRoleMatcher( Role role, boolean isStrict ) {
    method equals (line 411) | @Override
    method hashCode (line 426) | public int hashCode( ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/FeatureExtraction.java
  class FeatureExtraction (line 35) | public abstract class FeatureExtraction {
    method setToString (line 42) | protected String setToString(SortedSet<Integer> set) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/FeatureIndex.java
  class FeatureIndex (line 35) | public class FeatureIndex
    method FeatureIndex (line 66) | public FeatureIndex()
    method FeatureIndex (line 75) | public FeatureIndex(boolean readOnly)
    method size (line 85) | public int size()
    method put (line 97) | public int put(String term)
    method getIndex (line 136) | public int getIndex(String term)
    method getTerm (line 147) | public String getTerm(int i)
    method termSet (line 152) | public Set termSet()
    method toString (line 163) | public String toString()
    method write (line 194) | public void write(Writer out) throws IOException
    method read (line 246) | public void read(InputStreamReader in) throws IOException
    class Counter (line 288) | private class Counter
      method Counter (line 292) | Counter()
      method get (line 298) | int get()
      method inc (line 304) | void inc()

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/FrameFeatureExtractor.java
  class FrameFeatureExtractor (line 9) | public class FrameFeatureExtractor extends FeatureExtraction {
    method FrameFeatureExtractor (line 15) | public FrameFeatureExtractor( FeatureIndex featureIndex, Map<String, S...
    method extractFeatures (line 20) | public String extractFeatures( List<? extends Token> sentence ) {
    method extractColumnFeature (line 34) | Set<Integer> extractColumnFeature( Token t, int column ) {
    method extractGazetteerFeature (line 60) | Set<Integer> extractGazetteerFeature( Token t ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/FrameTrainingSetToLibSvm.java
  class FrameTrainingSetToLibSvm (line 42) | public class FrameTrainingSetToLibSvm {
    method FrameTrainingSetToLibSvm (line 55) | public FrameTrainingSetToLibSvm( File featureFile, File instanceFile, ...
    method convert (line 69) | public void convert( ) throws IOException {
    method main (line 94) | public static void main(String[] args) throws Exception {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/GenericToken.java
  class GenericToken (line 4) | public class GenericToken implements Token {
    method GenericToken (line 11) | public GenericToken( String token, String pos, String lemma, String fr...
    method getToken (line 19) | @Override
    method setToken (line 24) | public void setToken( String token ) {
    method getPos (line 28) | @Override
    method setPos (line 33) | public void setPos( String pos ) {
    method getLemma (line 37) | @Override
    method setLemma (line 42) | public void setLemma( String lemma ) {
    method getFrame (line 46) | public String getFrame( ) {
    method setFrame (line 50) | public void setFrame( String frame ) {
    method getRole (line 54) | public String getRole( ) {
    method setRole (line 58) | public void setRole( String role ) {
    method toString (line 62) | public String toString( ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/InputReader.java
  class InputReader (line 6) | public class InputReader {
    method ReadGazetteer (line 7) | public static Map<String, String> ReadGazetteer( File fin ) throws IOE...
    method ReadSentences (line 21) | public static List<List<GenericToken>> ReadSentences( File fin ) throw...
    method ReadFeatureIndex (line 39) | public static FeatureIndex ReadFeatureIndex( File fin, boolean readonl...

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/NormalizerResult.java
  class NormalizerResult (line 8) | public class NormalizerResult {
    method NormalizerResult (line 17) | public NormalizerResult( Object[] result ) {
    method NormalizerResult (line 32) | public NormalizerResult( boolean success, int start, int end, String c...
    method getStart (line 40) | public int getStart( ) {
    method getEnd (line 44) | public int getEnd( ) {
    method isSuccess (line 48) | public boolean isSuccess( ) {
    method getCategory (line 52) | public String getCategory( ) {
    method getNormalized (line 56) | public String getNormalized( ) {
    method toString (line 60) | public String toString( ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Role.java
  class Role (line 13) | public class Role {
    method Role (line 24) | Role(Role role) {
    method Role (line 30) | Role(String id, String name, String value) {
    method setId (line 36) | void setId(String id) {
    method setName (line 40) | void setName(String name) {
    method setValue (line 44) | void setValue(String value) {
    method getName (line 48) | String getName() {
    method getValue (line 52) | String getValue() {
    method getId (line 56) | String getId() {
    method equals (line 60) | @Override
    method hashCode (line 87) | @Override
    method toString (line 95) | @Override

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/RoleFeatureExtractor.java
  class RoleFeatureExtractor (line 9) | public class RoleFeatureExtractor extends FeatureExtraction {
    method RoleFeatureExtractor (line 14) | public RoleFeatureExtractor( FeatureIndex featureIndex, Map<String, St...
    method extractFeatures (line 19) | public String extractFeatures( List<? extends Token> sentence, int tok...
    method check_add (line 37) | private void check_add( Set<Integer> set, int feature ) {
    method featureFor (line 41) | private int featureFor( String term, String type, int position ) {
    method gazeetteerFeatureFor (line 46) | private int gazeetteerFeatureFor( String lemma, int position ) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/RoleTrainingSetToLibSvm.java
  class RoleTrainingSetToLibSvm (line 29) | public class RoleTrainingSetToLibSvm {
    method RoleTrainingSetToLibSvm (line 32) | public RoleTrainingSetToLibSvm( File featureFile, File instanceFile, F...
    method main (line 73) | public static void main(String[] args) throws Exception {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Sentence.java
  class Sentence (line 14) | public class Sentence {
    method Sentence (line 21) | Sentence( String id ) {
    method getId (line 26) | String getId( ) {
    method getFrames (line 30) | public Set<String> getFrames( ) {
    method add (line 34) | public void add( String id, String frame, String role, String value ) {
    method add (line 47) | protected void add( String frame, List<Role> roles ) {
    method getRoleList (line 51) | public List<Role> getRoleList( String frame ) {
    method getAllRoles (line 55) | public List<Role> getAllRoles( ) {
    method collapse (line 62) | public Sentence collapse( ) {
    method collapseRoles (line 78) | List<Role> collapseRoles( List<Role> roleList ) {
    method toString (line 107) | @Override

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/TextProRunner.java
  class TextProRunner (line 12) | public class TextProRunner {
    method TextProRunner (line 19) | public TextProRunner() {
    method main (line 23) | public static void main(String[] args) {
    method runTextPro (line 35) | public List<String> runTextPro(String sentence) throws IOException {
    method extractNPChunks (line 59) | public Set<String> extractNPChunks(List<String> tokens) {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/TheWikiMachineClient.java
  class TheWikiMachineClient (line 20) | public class TheWikiMachineClient {
    method TheWikiMachineClient (line 32) | public TheWikiMachineClient() throws IOException {
    method main (line 47) | public static void main(String[] args) throws Exception {
    method extractEntities (line 55) | public JSONArray extractEntities(JSONObject twmResponse, boolean disam...
    method linkText (line 90) | public JSONObject linkText(String text, boolean disambiguation) throws...

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/Token.java
  type Token (line 4) | public interface Token {
    method getToken (line 5) | String getToken( );
    method getPos (line 7) | String getPos( );
    method getLemma (line 9) | String getLemma( );
    method getFrame (line 11) | String getFrame( );
    method getRole (line 13) | String getRole( );
    method setToken (line 15) | void setToken( String token );
    method setPos (line 17) | void setPos( String pos );
    method setLemma (line 19) | void setLemma( String lemma );
    method setFrame (line 21) | void setFrame( String frame );
    method setRole (line 23) | void setRole( String role );

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/CharKernel.java
  class CharKernel (line 15) | public class CharKernel {
    method CharKernel (line 28) | public CharKernel(double lambda, int length) {
    method get (line 37) | public double get(String s1, String s2)
    method k (line 43) | private double k(char[] s, char[] t, int n)
    method sumk (line 64) | private double sumk(char[] s, char[] t, char x, int n)
    method kp (line 87) | private double kp(char[] s, char[] t, int n)
    method sumkp (line 110) | private double sumkp(char[] s, char[] t, char x, int n)
    method last (line 133) | private char last(char[] t)
    method prefix (line 139) | private char[] prefix(char[] t)
    method prefix (line 145) | private char[] prefix(char[] s, int j)
    method main (line 161) | public static void main(String args[]) throws Exception

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/Frame.java
  class Frame (line 15) | public class Frame {
    method Frame (line 28) | public Frame(String name, String target) {
    method setRoleList (line 34) | public void setRoleList(List<Role> roleList) {
    method getRoleList (line 38) | public List<Role> getRoleList() {
    method addRole (line 42) | public void addRole(Role role)
    method getName (line 47) | public String getName() {
    method setName (line 51) | public void setName(String name) {
    method getTarget (line 55) | public String getTarget() {
    method setTarget (line 59) | public void setTarget(String target) {
    method equals (line 63) | @Override
    method toString (line 76) | @Override

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/GoldReader.java
  class GoldReader (line 17) | public class GoldReader {
    method GoldReader (line 26) | public GoldReader(File f) throws IOException {
    method getSentenceList (line 31) | public List<Sentence> getSentenceList() {
    method read (line 35) | void read(File f) throws IOException {
    method main (line 88) | public static void main(String[] args) throws Exception

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/Main.java
  class Main (line 17) | public class Main {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/Role.java
  class Role (line 12) | public class Role {
    method Role (line 23) | public Role(String name, String arg) {
    method getName (line 28) | public String getName() {
    method setName (line 32) | public void setName(String name) {
    method getArg (line 36) | public String getArg() {
    method setArg (line 40) | public void setArg(String arg) {
    method equals (line 44) | @Override
    method toString (line 57) | @Override

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/Sentence.java
  class Sentence (line 15) | public class Sentence {
    method Sentence (line 26) | Sentence() {
    method addTokens (line 31) | public void addTokens(String[] s) {
    method addToken (line 37) | public void addToken(String t) {
    method getFrameList (line 41) | public List<Frame> getFrameList() {
    method addFrame (line 45) | public void addFrame(Frame f)
    method toString (line 50) | @Override

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/StringKernel.java
  class StringKernel (line 13) | public class StringKernel {
    method StringKernel (line 26) | public StringKernel(double lambda, int length) {
    method get (line 35) | public double get(String s1, String s2)
    method k (line 41) | private double k(String[] s, String[] t, int n)
    method sumk (line 61) | private double sumk(String[] s, String[] t, String x, int n)
    method kp (line 84) | private double kp(String[] s, String[] t, int n)
    method sumkp (line 107) | private double sumkp(String[] s, String[] t, String x, int n)
    method last (line 130) | private String last(String[] t)
    method prefix (line 136) | private String[] prefix(String[] t)
    method prefix (line 142) | private String[] prefix(String[] s, int j)
    method main (line 158) | public static void main(String args[]) throws Exception

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/SysGoldAligner.java
  class SysGoldAligner (line 18) | public class SysGoldAligner {
    method SysGoldAligner (line 31) | public SysGoldAligner(File sys, File gold) throws IOException {
    method align (line 40) | void align(List<Sentence> systemSentenceList, List<Sentence> goldGente...
    method checkFrame (line 82) | int checkFrame(List<Frame> systemFrameList, List<Frame> goldFrameList)
    method checkFrameAndRole (line 100) | void checkFrameAndRole(List<Frame> systemFrameList, List<Frame> goldFr...
    method checkRole (line 119) | void checkRole(List<Role> systemRoleList, List<Role> goldRoleList)
    method main (line 143) | public static void main(String[] args) throws Exception {

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/SystemReader.java
  class SystemReader (line 19) | public class SystemReader {
    method SystemReader (line 28) | public SystemReader(File f) throws IOException {
    method getSentenceList (line 33) | public List<Sentence> getSentenceList() {
    method read (line 37) | void read(File f) throws IOException {
    method readSentence (line 45) | public Sentence readSentence(String s) throws IOException {
    method readBlockList (line 85) | List<String> readBlockList(File f) throws IOException {
    method main (line 104) | public static void main(String[] args) throws Exception

FILE: supervised/classifier/src/main/java/org/fbk/cit/hlt/dirha/kernel/Token.java
  class Token (line 12) | public class Token {
    method Token (line 31) | public Token() {
    method Token (line 34) | Token(String[] s) {
    method setNum (line 50) | public void setNum(int num) {
    method setForm (line 54) | public void setForm(String form) {
    method setPos (line 58) | public void setPos(String pos) {
    method setFrame (line 62) | public void setFrame(String frame) {
    method setRole (line 66) | public void setRole(String role) {
    method setTarget (line 70) | public void setTarget(boolean target) {
    method getNum (line 74) | public int getNum() {
    method getForm (line 78) | public String getForm() {
    method getPos (line 82) | public String getPos() {
    method getFrame (line 86) | public String getFrame() {
    method getRole (line 90) | public String getRole() {
    method isTarget (line 94) | public boolean isTarget() {

FILE: supervised/plot.py
  function calc_precision_recall (line 5) | def calc_precision_recall(n, confmat):
  function plot (line 30) | def plot(obj, confusion_matrix, first_row, first_col, last_row, last_col...
  function precall_scatter (line 49) | def precall_scatter(obj):
  function precall_bars (line 72) | def precall_bars(obj):
  function confmat (line 113) | def confmat(obj, normalized):

FILE: supervised/produce_triples.py
  function _get_fe_type (line 18) | def _get_fe_type(frame_name, fe_name):
  function read_sentences (line 34) | def read_sentences(rows):
  function score_fe (line 49) | def score_fe(fe_format, fe_score_type, frame_conf, role_conf, link_conf):
  function to_labeled (line 72) | def to_labeled(sentences, fe_score_type):
  function main (line 147) | def main(classified_output, output_file, id_to_title, triple_scores, \

FILE: unsupervised/evaluate.py
  function setup_logger (line 23) | def setup_logger(level='info'):
  function load_labeled_data (line 37) | def load_labeled_data(filein):
  function load_full_gold_standard (line 47) | def load_full_gold_standard(full_gold_standard, logger):
  function evaluate_against_gold (line 89) | def evaluate_against_gold(labeled_data, gold_standard, logger, exact):
  function precision (line 230) | def precision(tp, fp):
  function recall (line 241) | def recall(tp, fn):
  function f1 (line 252) | def f1(p, r):
  function create_cli_parser (line 263) | def create_cli_parser():
  function main (line 272) | def main(args):

FILE: unsupervised/labeled_to_assertions.py
  function main (line 25) | def main(labeled, wid_title_mapping, scores, processed_out, discarded_ou...

FILE: unsupervised/produce_labeled_data.py
  function label_sentence (line 24) | def label_sentence(entity_linking_results, debug, numerical):
  function process_dir (line 175) | def process_dir(indir, debug, numerical):
  function main (line 208) | def main(linked_dir, labeled_out, score, core_weight, score_fes, debug, ...

FILE: verb_ranking/compute_stdev_by_lemma.py
  function main (line 14) | def main(token_lemma_map, token_stdev, stdev_lemma_out):

FILE: verb_ranking/make_lemma_freq.py
  function main (line 13) | def main(verb_lemmas, freq_out):

FILE: verb_ranking/tf_idfize.py
  function compute_tfidf_matrix (line 17) | def compute_tfidf_matrix(corpus_dir):
  function dump_tfidf (line 34) | def dump_tfidf(ranking, outfile='tfidf.json'):
  function get_distributions (line 40) | def get_distributions(tokens, tfidf_matrix, threshold):
  function main (line 74) | def main(corpus, tokens, threshold, dump_tfidf, variance_out, stdevs_out,

FILE: verb_ranking/tfidf.py
  class tfidf (line 16) | class tfidf:
    method __init__ (line 17) | def __init__(self):
    method addDocument (line 22) | def addDocument(self, doc_name, list_of_words):
    method similarities (line 37) | def similarities(self, list_of_words):