golden-retriever | IJCNLP 2019 paper Answering Complex Open | Natural Language Processing library
kandi X-RAY | golden-retriever Summary
kandi X-RAY | golden-retriever Summary
This repository contains the authors' implementation of the EMNLP-IJCNLP 2019 paper "Answering Complex Open-domain Questions Through Iterative Query Generation". It contains code for GoldEn (Gold Entity) Retriever, an iterative retrieve-and-read system that answers complex open-domain questions. This model answers complex questions that involve multiple steps of reasoning in an open-context open-domain setting (e.g., given the entire Wikipedia). GoldEn Retriever answers these questions by iterating between "reading" the context and generating natural language queries to search for supporting facts to read. It achieves competitive performance on the HotpotQA leaderboard without using powerful pretrained neural networks such as BERT. Below is an example of how this model answers a complex question by generating natural language queries at each step. We also include in the prepared_data folder HotpotQA files generated by the GoldEn Retriever model/training procedure that can be used to train and evaluate few-document question answering systems. These QA systems can then be combined with GoldEn Retriever in the open-context open-domain setting.
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Top functions reviewed by kandi - BETA
- Train the model
- Normalizes an answer
- Calculate the exact match score
- Bulk search query
- Evaluate the prediction
- Create a composite LCS for the given context
- Compute the LCS between two words
- Remove stopwords from text
- Return the length of the longest common substring of two sequences
- Analyze Elasticsearch results
- Yield successive n - sized chunks from l
- Evaluate a prediction
- Perform a deduped bulk query
- Create a context
- Expand a query
- Perform a single - text query
- Bulk search
- Generate indexing queries from a bz2 file
- Bulk tokenize text
- Yield successive n - sized chunks from l
- Run test
- Run prepro computation
- Parse input data
- Generate forward mapping
- Evaluate prediction
- Collate context indices
- Forward computation
- Concatenate filename to fullwiki
golden-retriever Key Features
golden-retriever Examples and Code Snippets
Community Discussions
Trending Discussions on golden-retriever
QUESTION
I am a beginner in using Watson Visual Recognition and am trying to create a custom classifier to classify dog images. However, when trying to create my classifier as shown in the code snippet below, I get an error.
...ANSWER
Answered 2021-Mar-31 at 11:12503 indicates that the service is unavailable. If could have been down when you were trying to hit it.
Current status shows it is up - https://cloud.ibm.com/status
Are you still getting the same error?
Sample code from the API documentation (https://cloud.ibm.com/apidocs/visual-recognition/visual-recognition-v3?code=python#createclassifier) is
QUESTION
I've put together a very basic tab image gallery and am now in the process of styling it, but am having some trouble getting the 'default' thumbnail to load with max opacity. My jQuery is also messing with my hover css. I did try using the focus/active css to set opacity to 1 on click rather than jQuery, but it didn't seem to work.
Desired effect
The page loads and image 1 is shown in the main image frame. The thumbnail for image 1 has full opacity while the other 3 have opacity:0.8. When hovering over an unselected thumbnail, opacity:1. After clicking a thumbnail, the picture in the main frame changes and the opacity of the newly clicked thumbnail is set to 1 (whilst the opacity for image 1 returns to 80%).
Issues
The 'default' thumbnail loads at 80% opacity rather than 1.
If I add the latter 2 lines to my jQuery (shown below) to set opacity on click, the 'hover' effect stops working after something has been clicked.
...ANSWER
Answered 2020-Jun-24 at 06:55When you use jQuery to set a CSS attribute you are adding it inline. Inline styles override CSS styles. The only way to get around this is to stick an !important after the style that you want to override the inline. In your case, its on the hover.
Hierarchy of CSS works like this, in order of importance and priority being rendered. Ie, if 1 isn't there, render 2 and so on:
- CSS Style with !Important
- Inline style
- ID
- Specific Class
- Less specific class
See working snippet below:
QUESTION
In the following example only background-color displays but the image is not visible. The opacity also seems to be not working.
ANSWER
Answered 2020-Jan-25 at 21:15Please use the css filter: brightness(80%); instead of opacity.
QUESTION
I am learning React Native. Following the guide, Getting Started of Facebook ( https://facebook.github.io/react-native/docs/props ). When I tried to make a new component containing an image sometimes works and sometimes not. I have read online that this is due to how they are load, React Native doesn't support dynamic loading of images.
...ANSWER
Answered 2019-May-09 at 15:08I think you forgot to add dimensions for your image. The docs say here that you have to provide them when using network and data images. I attached a screenshot of the result, it works now.
QUESTION
I have implementing Bing Images Search API with Volley I need to request for the JSONArray values to request all the thumbnail urls. Here is the JSON format for the Bing Image Search:
...ANSWER
Answered 2018-Feb-16 at 18:18 public void onResponse(JSONObject response) {
Log.d(TAG, response.toString());
try {
JSONArray jsonArray = response.getJSONArray("value");
for (int i = 0; i < jsonArray.length(); i++)
{
JSONObject Image = (JSONObject) jsonArray.get(i);
urls = Image.getString("thumbnailUrl");
Log.d(TAG, "onResponse: "+urls);
}
Log.d(TAG, jsonResponse);
} catch (Exception e) {
e.printStackTrace();
Toast.makeText(getApplicationContext(),
"Error: " + e.getMessage(),
Toast.LENGTH_LONG).show();
}
}
QUESTION
So I want to make a java application in eclipse which the user i will be able to import .zip files. Each .zip file will represent a cat breed. I will click on a "train" button and my program will contact IBM Watson services and create a classifier. Then from a different window, i will import random cat images and the program will show what cat breed is in the image. Everything with the SDKs is fine since I ran some examples from the official Watson site and everything ran smoothly. Problem comes when I try to create my own classifiers. The code you are about to see is also from their site. For some reason the createClassifier method won't take the CreateClassifierOptions object as an argument.
ANSWER
Answered 2017-Dec-31 at 17:03Found the solution. For some reason eclipse wouldn't recommend this solution I had to experiment. I just added throws IOException in main method. I also put inside the main method System.out.println(new File(".").getAbsoluteFile()); to make sure the path was correct, and it was. (SDK used for this project is 4.0.0, not the newest one. SDK found here: https://github.com/watson-developer-cloud/java-sdk/releases)
QUESTION
I'm having two issues with a slideshow that I created. My first issue is that my back arrow doesn't work. So when I click it nothing happens. My second issue is that I am trying to make this slideshow infinite. By that I mean that when you get to the end of the slideshow (on slide 17) I want the next button to take you back to image number 1. I thought I had it with "next" and "previous" on each slide, bringing it back to it's original image (image 17's next image is image 1) but alas, it didn't work.
**By the way, I'm not actually making a puppy slideshow (but that would be a lot more fun wouldn't it??).
...ANSWER
Answered 2017-Oct-26 at 14:14You have to give a name to your radio buttons.
Here is the JSFiddle working: https://jsfiddle.net/fpjm0ver/
Or if you prefer it, a code snippet.
QUESTION
I'm currently attempting to use the Flickr API and javascript to generate a page based on a search query, in this case, dogs. When the line
...ANSWER
Answered 2017-Aug-16 at 05:47Arrays are zero based. That means if an array's length is 3, then the highest index is 2. The loop condition must therefore be
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