Stanford CoreNLP provides coreference resolution as mentioned here, also this thread, this, provides some insights about its implementation in Java. However, I am using python and NLTK and I am not sure how can I use Coreference resolution functionality of CoreNLP in my python code. I have been able to set up StanfordParser in NLTK, … Read more
I am trying to do POS tagging using the spaCy module in Python. Here is my code for the same from spacy.en import English, LOCAL_DATA_DIR import spacy.en import os data_dir = os.environ.get(‘SPACY_DATA’, LOCAL_DATA_DIR) nlp = English(parser=False, tagger=True, entity=False) def print_fine_pos(token): return (token.tag_) def pos_tags(sentence): sentence = unicode(sentence, “utf-8”) tokens = nlp(sentence) tags = [] for … Read more
I’m starting to program with NLTK in Python for Natural Italian Language processing. I’ve seen some simple examples of the WordNet Library that has a nice set of SynSet that permits you to navigate from a word (for example: “dog”) to his synonyms and his antonyms, his hyponyms and hypernyms and so on… My question … Read more
My scenario is pretty straightforwrd: I have a bunch of news articles (~1k at the moment) for which I know that some cover the same story/topic. I now would like to group these articles based on shared story/topic, i.e., based on their similarity. What I did so far is to apply basic NLP techniques including … Read more
Closed. This question does not meet Stack Overflow guidelines. It is not currently accepting answers. Want to improve this question? Update the question so it’s on-topic for Stack Overflow. Closed 3 years ago. Improve this question I’m trying to write a program that takes text(article) as input and outputs the polarity of this text, weather … Read more
I’ve installed syntaxnet and am able to run the parser with the provided demo script. Ideally, I would like to run it directly from python. The only code I found was this: import subprocess import os os.chdir(r”../models/syntaxnet”) subprocess.call([ “echo ‘Bob brought the pizza to Alice.’ | syntaxnet/demo.sh” ], shell = True) which is a complete … Read more
I would like to synchronize a spoken recording against a known text. Is there a speech-to-text / natural language processing library that would facilitate this? I imagine I’d want to detect word boundaries and compute candidate matches from a dictionary. Most of the questions I’ve found on SO concern written language. Desired, but not required: … Read more
Is there a package or methodology in existence for the detection of flawed logical arguments in text? I was hoping for something that would work for text that is not written in an academic setting (such as a logic class). It might be a stretch but I would like something that can identify where logic … Read more
I am using the nltk module in python and i am trying to use this for POS tagging different languages. There is a lot of information on how to train your own POS tagger in different languages – is there a database of really robust well built and tested NLTK POS taggers for different languages? … Read more
In Python, I’m using NLTK’s alignment module to create word alignments between parallel texts. Aligning bitexts can be a time-consuming process, especially when done over considerable corpora. It would be nice to do alignments in batch one day and use those alignments later on. from nltk import IBMModel1 as ibm biverses = [list of AlignedSent … Read more
