I'm going to build a model for twitter sentiment on Financial market using transformers. I have access to StockTwits data for training, which only contains positive and negative sentiments. However, I would like to consider 3 classes, positive, negative and neutral. My question is it a safe way to use 2 class data for training a model with 3 classes?
sentiment analysis-training for 3 classes sentiment using 2 classes dataset
167 Views Asked by Soom At
0
There are 0 best solutions below
Related Questions in NLP
- command line parameter in word2vec
- Annotator dependencies: UIMA Type Capabilities?
- term frequency over time: how to plot +200 graphs in one plot with Python/pandas/matplotlib?
- Stanford Entity Recognizer (caseless) in Python Nltk
- How to interpret scikit's learn confusion matrix and classification report?
- Detect (predefined) topics in natural text
- Amazon Machine Learning for sentiment analysis
- How to Train an Input File containing lines of text in NLTK Python
- What exactly is the difference between AnalysisEngine and CAS Consumer?
- keywords in NEGATIVE Sentiment using sentiment Analysis(stanfordNLP)
- MaxEnt classifier implementation in java for linguistic features?
- Are word-vector orientations universal?
- Stanford Parser - Factored model and PCFG
- Training a Custom Model using Java Code - Stanford NER
- Topic or Tag suggestion algorithm
Related Questions in SENTIMENT-ANALYSIS
- Naive Bayes Sentiment Analysis of Facebook Post
- Amazon Machine Learning for sentiment analysis
- keywords in NEGATIVE Sentiment using sentiment Analysis(stanfordNLP)
- Stanford Parser - Factored model and PCFG
- Lazy parsing with Stanford CoreNLP to get sentiment only of specific sentences
- How to capture iterated output variable into list for analysis
- How to separate text from twitter streaming JSON responses and run analysis on text with python?
- Word2Vec Sentiment Classification with R and H2O
- How to decode ascii from stream for analysis
- How to pass each row as an argument to R script from Tableau calculated field
- Is there way to influence AlchemyAPI sentiment analysis
- Function decode_short_URL from twitteR package not working
- How can I extract 2-4 words on each side of a specific term in R?
- Pre-processing before running sentiment analysis
- Why isn't my classifier predicting any positive classes?
Related Questions in HUGGINGFACE-TRANSFORMERS
- Loading saved NER back into HuggingFace pipeline?
- Pytorch BERT: Misshaped inputs
- How to handle imbalanced classes in transformers pytorch binary classification
- Getting Cuda Out of Memory while running Longformer Model in Google Colab. Similar code using Bert is working fine
- Does using FP16 help accelerate generation? (HuggingFace BART)
- How to initialize BertForSequenceClassification for different input rather than [CLS] token?
- How to join sub words produced by the named entity recognization task on transformer huggingface?
- Transformer: cannot import name 'AutoModelWithLMHead' from 'transformers'
- Flask app continuously restarting after downloading huggingface models
- Add dense layer on top of Huggingface BERT model
- Why can't I use Cross Entropy Loss for multilabel?
- Huggingface transformers unusual memory use
- Batch size keeps on changin, throwing `Pytorch Value Error Expected: input batch size does not match target batch size`
- How to download the pretrained dataset of huggingface RagRetriever to a custom directory
- How to formulate this particular learning rate scheduler in PyTorch?
Related Questions in STOCKTWITS
- Implementing Stocktwit Share in php loop?
- How to specify dates when retrieving a stocktwits stream
- Post a chart in python StockTwits API
- where can i find nifty 50 stocks list yearwise, from 5 years back
- How to use the watchlist ID to access messages via the Stocktwits API?
- Stocktwits api public streams/symbol stops working
- StockTwits API Streaming and Search Used Like Twitter Streaming
- Implementing StockTwits share in WordPress sharing
- Vader lexicon results don't add up to 1.0
- Free realtime stockprice data and how to add stock charts like realworld trading app
- sentiment analysis-training for 3 classes sentiment using 2 classes dataset
- Access_token is authorizing but subsequent calls reset to the owner of the clientid
- Successful Message Push To StockTwits, Chart Not Showing
- Can you use the StockTwits api without using OAuth?
- REST API to stocktwits.com in R
Related Questions in SENTIMENTR
- Can't get update_polarity_table in Sentimentr to update polarity
- sentimentr - different results for different text partitioning
- Why has sentiment analysis been turned off in our LUIS apps?
- Removing paragraphs in txt file with R
- sentiment analysis-training for 3 classes sentiment using 2 classes dataset
- How is sentiment score calculated in the R SentimentAnalysis package?
- Changing color of points in R Sentimentr plot() function
- Question about how the sentimentr lexicon dictionary was built
- Negators and modifiers with Syuzhet vs. SentimentR for sentiment analysis in R
- better and easy way to find who spoke top 10 anger words from conversation text
- How does "sentimentr" package split a paragraph or sentences into more than 1 sentences?
- What are the available packages for sentimental analysis in r?
- Need clarification on the calculation of average polarity score returned by sentiment function of sentimentr(trinker)
- Does sentimentr package account for number of words in sentence and number of sentence in paragraph?
- Sentimentr package with French dictionary
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 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?