I am trying to use GPT3 to generate content in non-English languages, including some low-resource languages with an inherently small amount of training data. I can think of two approaches to this challenge. The first one is to use some translation API on top of GPT, such that GPT is still interacting only with English (seeing a translated prompt and then producing English content which is re-translated into the original language). The other one is to ask GPT to produce non-English content directly; e.g. "Your response must be in Swahili." Does anyone with more knowledge than me know which approach is more likely to succeed?
LLM Content Generation in Non-English Languages
177 views Asked by perplexedcoder At
0
There are 0 answers
Related Questions in TRANSLATION
- DirectX 9 With No SDK Installed - How To Translate a D3DMATRIX?
- How to modify features of tfidfvectorizer from English to Spanish
- integrate huggingface inference endpoint with flowise
- System.Recources.Resourcemanager only finds the 'default' .resx file (translation file) based on the CultureInfo object
- How do I implement bilingual sentence alignment for English and Japanese texts in Python and export them to XLSX?
- TypeError: Translator.translate() missing 1 required positional argument: 'text'
- Parameterisation of yup translation - next.js
- Displaying Marathi(Non English Characters) using PIL library onto the OpenCV Interface not working as needed
- Updating comments with references in .po translation
- Langchain/Huggingface Pipeline Error about model_kwargs which I did not include
- Getting error when upload training data for Azure Custom Translator using API with C#
- How do I display a language like Hindi, Marathi that don't have English characters in an open cv feed?
- Use a default/fallback value if the translation is not available in Lingui, React
- Why doesn't video-conferencing with subtitles exist?
- Error configuring flask-babel method jinja2 not found
Related Questions in OPENAI-API
- Scrimba tutorial was working, suddenly stopped even trying the default
- How to return HTTP Get request response from models class in Django project
- Protect OpenAI key using Firebase function
- Python ChatGPT bot issue with openai.Completion
- How do I send an audio file to OpenAi?
- Fine-Tuning Large Language Model on PDFs containing Text and Images
- Error Accessing completions Property of openai in Node.js Module
- LangChain OpenAI Agent with Sources
- Azure openai load testing mode
- how to add the button onto the furnace GUI in minecraft
- How can I use open ai api key for my tic tac toe game
- Getting an error while using the open ai api to summarize news atricles
- How to integrate source section in chat gpt API in py?
- Why does this error keep showing, what am i missing? await message.channel.send(f"Answer: {bot_response}") IndentationError: unexpected indent
- How do I embed json documents using embedding models like sentence-transformer or open ai's embedding model?
Related Questions in LINGUISTICS
- Likert scale study - ordinal regression model
- Automatic Word Boundary Detection for German
- Can log2 be substituted with ln in logDice association measure in R?
- Using numeric column in dataframe within formula in R
- Query Wikidata via SPARQL to get specific word etymology from Wiktionary
- What does "assign A to B" mean?
- Problems with reproducing the training of the spaCy pipeline
- In NLTK, how to generate a sample of sentences from PCFG, respecting the probabilities
- LLM Content Generation in Non-English Languages
- In R, is it possible to create a random list of words for a speech stream (exposure) where I give it the syllable triplets I need (psycholinguistics)?
- Weighted Distance Matrix for QWERTZ Keyboard for Levenshtein Distance Algorithm
- How to develop a corpus(corpus analysis)
- How do I study linguistic features of NLP libraries like spacy/NLTK in-depth?
- Tool for detecting differences between text passages from two different groups
- R - readtext and list of .xml files
Related Questions in GPT-3
- Integrating GPT-4 with Team Foundation Server for Data Insights
- How to use the ImageOutputQueryTransform class in the llama_index.core.indices.query.query_transform.base library with my llama-index version 0.10.20?
- Maximizing Document-Based Responses in OpenAI: Strategies for Comprehensive Information Retrieval
- OpenAI API error: "Error parsing JSON response: Expecting ',' delimiter: line 8 column 9 (char 357)"
- GPT-4 doesn't seem to be set when I'm using the Node.js API
- I want to access the gpt-3.5 version and its model to solve my problem
- Python OpenAI API error: module 'openai' has no attribute 'Completion'. Did you mean: 'completions'?
- Check confidence in OpenAI prediction
- OpenAI GPT : Is it possible to set the context of the task with finetuning, instead of providing it as input for every API call?
- Create a gpt-3.5 API request that determines whether any time range in a list intersects with a given time range
- How to create embedding vectors on-premise for OpenAI models?
- Firebase OpenAI API error: "openai.createCompletion is not a function"
- How to load quantized LLM to CPU only device?
- OpenAI API error: "The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY env variable"
- OpenAI API error: "NameError: name 'client' is not defined"
Related Questions in LARGE-LANGUAGE-MODEL
- Clarification on T5 Model Pre-training Objective and Denoising Process
- Fine-Tuning Large Language Model on PDFs containing Text and Images
- Quantization 4 bit and 8 bit - error in 'quantization_config'
- Text_input is not being cleared out/reset using streamlit
- Do I replace the last line 'REPLICATE_API_TOKEN' with my token
- Failure running Apple MLX lora.py on 13B llms
- Stop AgentExecutor chain after arriving at the Final answer (in LangChain)
- How to navigate to previous chats using Langchain much like ChatGPT does?
- How does Conversational Retrieval QA Chain different from Retrieval Qa chain
- Customize prompt llamaindex
- How do I embed json documents using embedding models like sentence-transformer or open ai's embedding model?
- Implement filtering in RetrievalQA chain
- KeyError: 'query' when calling query from query_engine
- Is there any OCR or technique that can recognize/identify radio buttons printed out in the form of pdf document?
- Issue with Passing Retrieved Documents to Large Language Model in RetrievalQA Chain
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?
Popular Tags
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)