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config
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misc
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modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
.md
.md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh

Repository files navigation

NLP Term Project

11411 Group 6 Project. See NLP Project Page

Contributors

Timeline

  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report

Asking Program

./ask article.txt nquestions

The asking program takes an

  • article.txt containing a Wikipedia article and
  • an integer nquestions.

Answering Program

./answer article.txt questions.txt

The answering program takes an

  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.

Getting Started

Permissions

chmod +x ask
chmod +x answer

Installing NLTK

See NLTK installation guide

First download setuptools, http://pypi.python.org/pypi/setuptools

sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets

python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data

About

11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).

www.ark.cs.cmu.edu/NLP/S13/

Resources

Readme
License
Activity

Stars

22 stars

Watchers

3 watching

Forks

16 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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misc
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modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Question_Answer_Dataset_v1.1
Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
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78 Commits
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Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
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78 Commits
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Question_Answer_Dataset_v1.1
Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Question_Answer_Dataset_v1.1
Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
BranchesTags
Latest commit
History
78 Commits
Folders and files
NameName
Last commit message
Last commit date
Question_Answer_Dataset_v1.1
Question_Answer_Dataset_v1.1
arkref
arkref
config
config
data
data
demo
demo
misc
misc
modules
modules
notes
notes
src/arkref
src/arkref
stanford-corenlp-full-2012-11-12
stanford-corenlp-full-2012-11-12
 .md
 .md
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README
README
README.log
README.log
README.md
README.md
answer
answer
arkref.jar
arkref.jar
arkref.sh
arkref.sh
ask
ask
build.sh
build.sh
corefTest.parse
corefTest.parse
corefTest.sst
corefTest.sst
corefTest.tagged
corefTest.tagged
corefTest.txt
corefTest.txt
printfs.rb
printfs.rb
questions_test.txt
questions_test.txt
runSSTServer.sh
runSSTServer.sh
score-macro.sh
score-macro.sh
score-micro-average.sh
score-micro-average.sh
servers.sh
servers.sh
summary.sh
summary.sh
tagviz.rb
tagviz.rb
treeviz.py
treeviz.py
wrap.sh
wrap.sh
Repository files navigation
NLP Term Project
11411 Group 6 Project. See NLP Project Page
Contributors
Timeline
  • Thursday February 7, Stub Program (Ryhan) & Initial Plan (Daniel)
  • Tuesday February 26, Progress Report 1 (Stephen)
  • Thursday March 21, Progress Report 2 (Ryhan)
  • Tuesday April 9, Dry run system
  • Tuesday April 16, Project code due
  • Tuesday April 30, Demos at Google
  • Thursday May 2, Final Report
Asking Program
./ask article.txt nquestions

The asking program takes an
  • article.txt containing a Wikipedia article and
  • an integer nquestions.
Answering Program
./answer article.txt questions.txt

The answering program takes an
  • article.txt containing a Wikipedia article and
  • a textfile questions.txt containing one question per line.
Getting Started
Permissions
chmod +x ask
chmod +x answer

Installing NLTK
See NLTK installation guide
First download setuptools, http://pypi.python.org/pypi/setuptools
sudo sh Downloads/setuptools-...egg
sudo easy_install pip sudo pip install -U numpy
sudo pip install -U pyyaml nltk

Download NLTK datasets
python
>>> import nltk
>>> nltk.download()

Once the NLTK Downloader GUI pops up, download all to /Users/USERNAME/nltk_data
About
11411 Natural Language Processing Final Project. Reads wikipedia articles, and then can both answer natural-language questions about the article as well as generate comprehension questions. Built using ARKref Noun Phrase Coreference developed by Brendan O'Connor and Michael Heilman, and NLTK (a common natural language toolkit for Python).
www.ark.cs.cmu.edu/NLP/S13/
Resources
Readme
License
Activity
Stars
22 stars
Watchers
3 watching
Forks
16 forks
Report repository
Releases
Packages
Used by
Contributors
Languages