为什么我遇到 AttributeError:

Question

下面是我尝试编码的一种方法。但是，在代码的第 3 行中，它表示存在属性错误，并且“WordListCorpusReader”对象在 python 中没有属性“word”。请帮我看看下面的代码:(('''step 3. conduct preprocessing steps'''# setting up the resources for the preprocessing stepsstop = set(stopwords.word('english'))exclude = set(string.punctuation)lemma = WordNetLemmatizer()def clean(doc):    stop_free = ''.join([i for i in doc.lower().split() if i not in stop])    punc_free = ''.join([ch for ch in stop_free if ch not in exclude])    normalized = ''.join(wn.lemma.lemmatize(word) for word in punc_free.split())    return normalized    doc_clean = [clean(doc).split() for doc in corpus]    '''step 4. prepare word representation'''    dictionary = corpora.Dictionary(doc_clean)    doc_term_matrix = [dictionary.doc2bow(doc) for doc in doc_clean]    '''step 5. create lda model'''    topic_num = 5    word_num = 5    Lda = gensim.models.ldamodel.LdaModel    ldamodel = Lda(doc_term_matrix, num_topics=topic_num, id2word=dictionary, passes=20)    pprint(ldamodel.print_topics(num_topics=topic_num, num_words=word_num))这是运行代码后的回溯：Traceback (most recent call last):  File "C:/Users/user/PycharmProjects/topicmodel/topicmodel.py", line 41, in <module>    stop = set(stopwords.word('english'))  File "C:\Users\user\AppData\Roaming\Python\Python37\site-packages\nltk\corpus\util.py", line 119, in __getattr__    return getattr(self, attr)AttributeError: 'WordListCorpusReader' object has no attribute 'word'