From 7bc2215ec960041b7ae63ec3824800e72bc2eb4f Mon Sep 17 00:00:00 2001 From: Maren Date: Sat, 21 Jul 2018 10:40:29 +0200 Subject: [PATCH 1/2] =?UTF-8?q?M=C3=B6glichkeit=20zwischen=20wordnet=20und?= =?UTF-8?q?=20Word2Vec=20zu=20wechseln?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Project/naive_approach/naive_approach.py | 36 ++++++++++++++++++------ 1 file changed, 27 insertions(+), 9 deletions(-) diff --git a/Project/naive_approach/naive_approach.py b/Project/naive_approach/naive_approach.py index e08cd47..efea7fe 100644 --- a/Project/naive_approach/naive_approach.py +++ b/Project/naive_approach/naive_approach.py @@ -18,7 +18,7 @@ import pprint from gensim.models import Word2Vec, KeyedVectors # # Naive Approach -table = pd.read_csv('../Tools/emoji_descriptions.csv') +table = pd.read_csv('../Tools/emoji_descriptions_preprocessed.csv') ##Store table in the format: ## { index: [emoji, description]} @@ -41,10 +41,12 @@ def stemming(message): # * compare words to emoji descriptions -def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', emojis_to_consider="all", stem=True): +def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', emojis_to_consider="all",\ + stem=True, use_wordnet=True): # assumes there is a trained w2v model stored in the same directory! __location__ = os.path.realpath(os.path.join(os.getcwd(), os.path.dirname(__file__))) - wv = KeyedVectors.load(str(__location__)+"/word2vec.model", mmap='r') + if use_wordnet==False: + wv = KeyedVectors.load(str(__location__)+"/word2vec.model", mmap='r') if (stem): sentence = stemming(sentence) @@ -59,10 +61,24 @@ def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', e mat = np.zeros(shape=(m,n)) for i in range(len(emoji_tokens)): for j in range(len(tokenized_sentence)): - try: - val = wv.similarity(emoji_tokens[i], tokenized_sentence[j]) - except KeyError: - continue + if use_wordnet: + syn1 = wordnet.synsets(emoji_tokens[i],lang=lang) + if len(syn1) == 0: + continue + w1 = syn1[0] + #print(j, tokenized_sentence) + syn2 = wordnet.synsets(tokenized_sentence[j], lang=lang) + if len(syn2) == 0: + continue + w2 = syn2[0] + val = w1.wup_similarity(w2) + if val is None: + continue + else: + try: + val = wv.similarity(emoji_tokens[i], tokenized_sentence[j]) + except KeyError: + continue mat[i,j] = val matrix_list.append(mat) @@ -96,9 +112,11 @@ def prepareData(stem=True, lower=True): return lookup # make a prediction for an input sentence -def predict(sentence, lookup, emojis_to_consider="all", criteria="threshold", lang = 'eng', n=10, t=0.9): +# use_wordnet=True --> use wordnet similarites, otherwise use Word2Vec +def predict(sentence, lookup, emojis_to_consider="all", criteria="threshold", lang = 'eng',\ + use_wordnet=True, n=10, t=0.9): - result = evaluate_sentence(sentence, lang, emojis_to_consider=emojis_to_consider) + result = evaluate_sentence(sentence, lang, emojis_to_consider=emojis_to_consider, use_wordnet=use_wordnet) try: if(criteria=="summed"): From e5f6029172da6a21e67f22d6b71ae3b889588eb5 Mon Sep 17 00:00:00 2001 From: Maren Date: Sat, 21 Jul 2018 15:15:04 +0200 Subject: [PATCH 2/2] FastText eingebunden --- Project/naive_approach/fastTextVectors.kv | Bin 0 -> 527918 bytes Project/naive_approach/naive_approach.py | 20 ++++++++++++-------- 2 files changed, 12 insertions(+), 8 deletions(-) create mode 100644 Project/naive_approach/fastTextVectors.kv diff --git a/Project/naive_approach/fastTextVectors.kv b/Project/naive_approach/fastTextVectors.kv new file mode 100644 index 0000000000000000000000000000000000000000..be9a89d009312720245701c0a5d663235346f613 GIT binary patch literal 527918 zcmXV&hgVe1^0h$}6tkGat71-=73Ops5p%+XIp>Hu3!(%O6$yfpqkt$VlI9GqRrQB` z-_zXReb*J3Iib6{YS*sabxzuV^OrB)x_9+v+|An;F5b8ocm3j%ix(bVJb(Z8-FwkV zXYbuVc=7T5o$kZK|My{P*n;%b@E55A=BGr3g@yg!v8fT~Z#}qq=Skf8+jlR<-F$H4 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a/Project/naive_approach/naive_approach.py +++ b/Project/naive_approach/naive_approach.py @@ -42,14 +42,18 @@ def stemming(message): # * compare words to emoji descriptions def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', emojis_to_consider="all",\ - stem=True, use_wordnet=True): + stem=True, embeddings="wordnet"): # assumes there is a trained w2v model stored in the same directory! __location__ = os.path.realpath(os.path.join(os.getcwd(), os.path.dirname(__file__))) - if use_wordnet==False: - wv = KeyedVectors.load(str(__location__)+"/word2vec.model", mmap='r') + if embeddings=="word2Vec": + wv = KeyedVectors.load(str(__location__)+"/word2vec.model", mmap='r') + elif embeddings=="fastText": + wv = KeyedVectors.load("/fastTextVectors.kv", mmap='r') + if (stem): sentence = stemming(sentence) + tokenized_sentence = word_tokenize(sentence) n = len(tokenized_sentence) matrix_list = [] @@ -61,7 +65,7 @@ def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', e mat = np.zeros(shape=(m,n)) for i in range(len(emoji_tokens)): for j in range(len(tokenized_sentence)): - if use_wordnet: + if embeddings=="wordnet": syn1 = wordnet.synsets(emoji_tokens[i],lang=lang) if len(syn1) == 0: continue @@ -74,7 +78,7 @@ def evaluate_sentence(sentence, description_key = 'description', lang = 'eng', e val = w1.wup_similarity(w2) if val is None: continue - else: + elif (embeddings == "word2Vec" or embeddings == "fastText"): try: val = wv.similarity(emoji_tokens[i], tokenized_sentence[j]) except KeyError: @@ -112,11 +116,11 @@ def prepareData(stem=True, lower=True): return lookup # make a prediction for an input sentence -# use_wordnet=True --> use wordnet similarites, otherwise use Word2Vec +# embeddings = ["wordnet", "word2Vec", "fastText"] def predict(sentence, lookup, emojis_to_consider="all", criteria="threshold", lang = 'eng',\ - use_wordnet=True, n=10, t=0.9): + embeddings="wordnet", n=10, t=0.9): - result = evaluate_sentence(sentence, lang, emojis_to_consider=emojis_to_consider, use_wordnet=use_wordnet) + result = evaluate_sentence(sentence, lang, emojis_to_consider=emojis_to_consider, embeddings=embeddings) try: if(criteria=="summed"):