Suppose i have trained my classifier and i want to find the right sense of a word in a sentence. One feature people use is called collocation where you consider words to the left/right of the confusing word and position is important . I am curious why this approach works? What information does considering collocations give us that helps us in text classification? Moreover, why is the position important
Collocations in text classification
1.1k Views Asked by Programmer At
1
There are 1 best solutions below
Related Questions in ALGORITHM
- MCNP 6 - Doubts about cells
- Given partially sorted array of type x<y => first apperance of x comes before first of y, sort in average O(n)
- What is the algorithm behind math.gcd and why it is faster Euclidean algorithm?
- Purpose of last 2 while loops in the merge algorithm of merge sort sorting technique
- Dots and Boxes with apha-beta pruning
- What is the average and worst-case time complexity of my string searching algorithm?
- Building a School Schedule Generator
- TC problem 5-2:how to calculate the probability of the indicator random variable?
- LCA of a binary tree implemented in Python
- Identify the checksum algorithm
- Algorithm for finding a subset of nodes in a weighted connected graph such that the distance between any pair nodes are under a postive number?
- Creating an efficent and time-saving algorithm to find difference between greater than and lesser than combination
- Algorithm to find neighbours of point by distance with no repeats
- Asking code suggestions about data structure and algorithm
- Heap sort with multithreading
Related Questions in NLP
- Seeking Python Libraries for Removing Extraneous Characters and Spaces in Text
- Clarification on T5 Model Pre-training Objective and Denoising Process
- The training accuracy and the validation accuracy curves are almost parallel to each other. Is the model overfitting?
- Give Bert an input and ask him to predict. In this input, can Bert apply the first word prediction result to all subsequent predictions?
- Output of Cosine Similarity is not as expected
- Getting an error while using the open ai api to summarize news atricles
- SpanRuler on Retokenized tokens links back to original token text, not the token text with a split (space) introduced
- Should I use beam search on validation phase?
- Dialogflow failing to dectect the correct intent
- How to detect if two sentences are simmilar, not in meaning, but in syllables/words?
- Is BertForSequenceClassification using the CLS vector?
- Issue with memory when using spacy_universal_sentence_encoder for similarity detection
- Why does the Cloud Natural Language Model API return so many NULLs?
- Is there any OCR or technique that can recognize/identify radio buttons printed out in the form of pdf document?
- Model, lexicon to do fine grained emotions analysis on text in r
Related Questions in WORD-SENSE-DISAMBIGUATION
- How to use SemEval or SemCor dataset for word sense disabiguation model?
- Why accuracy is 0%
- Sense similarity matrix using WordNet
- Pytorch BCE loss not decreasing for word sense disambiguation task
- Understand the word sense disambiguation data set format
- How can we implement word sense disambiguation using word2vec representation?
- Why isn't WSD matching WordNet?
- How can I recover the likelihood of a certain word appearing in a given context from word embeddings?
- How do I find a synonym of a word or multi-word paraphrase using the gensim toolkit
- PyTorch - WSD using LSTM
- How to extract meaning of colloquial phrases and expressions in English
- Measure of similarity using meronym/holonym edge on Wordnet
- How to use Babelfy or Balnet Java API in a servlet?
- Difference between fine-grained and coarse-grained score for WSD tasks?
- babelfy.properties is missing in Java
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Check some details on why word sense disambiguation using collocation works here: http://en.wikipedia.org/wiki/Yarowsky_algorithm It's basically a Bayesian network.