-
Disambiguation
Welcome to another edition of the VT Podcast which I’ve called Ideas That Matter.
In this episode, I talk about Disambiguation.
If you want to change the world, you have to see the world for what it is. We humans are pattern-seeking animals. We love stories. Our minds are hard-wired to organize the world using patterns, which saves our conscious minds a lot of mental effort. But it's also become a limitation for us - it's easy to get stuck in patterns that don't serve us well. If you're dispelling myths about yourself, or if you're trying to change your life, start by looking at the small things - the patterns that shape your life on a daily basis.
Listen in.
Book Vusi for a Keynote: https://vusithembekwayo.com/book-vusi/
Get mentored by Vusi: https://vtclub100.com/
Make sure to sta...
published: 08 Sep 2022
-
harvard & aliens & crackpots: a disambiguation of Avi Loeb
Crackpots 2: Aliens, harvard, harvard aliens? 'Oumuamua? Planet 9? Dinosaurs?
Can physicists be physics crackpots? Of course. Is Avi Loeb a crackpot? Maybe.
The Avi Loeb criticism starts around 24:00.
Francis Perey atlantic article: https://www.theatlantic.com/science/archive/2018/11/science-full-mavericks-like-my-grandfather-was-his-physics-theory-right/574573/
published: 25 Aug 2022
-
Company Name Disambiguation
Authors: Ahmad Aghaebrahimian and Mark Cieliebak
published: 10 Jul 2020
-
Word Sense Disambiguation 🔥
This video tutorial is about Word Sense Disambiguation in Natural Language Processing ( nlp ) in the language Hindi using lesk algorithm.
Purchase notes right now,
more details below:
https://perfectcomputerengineer.classx.co.in/new-courses/13-natural-language-processing-notes
* Natural Language Processing Playlist:
https://youtube.com/playlist?list=PLPIwNooIb9vimsumdWeKF3BRzs9tJ-_gy
* Human-Machine Interaction entire Playlist:
https://www.youtube.com/playlist?list=PLPIwNooIb9vhFRT_3JDQ0CGbW5HeFg3yK
* Distributed Computing:
https://youtube.com/playlist?list=PLPIwNooIb9vhYroMrNpoBYiBUFzTwEZot
*Gears used for this YouTube Channel:
https://linktr.ee/perfectcomputerengineer
*Let's connect:
Instagram: https://www.instagram.com/planetojas/
published: 05 Dec 2021
-
Disambiguation – Linking Data Science and Engineering | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as a...
published: 07 Jan 2021
-
Company (disambiguation) | Wikipedia audio article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Company_(disambiguation)
00:00:24 Music
00:01:22 Other uses
00:01:55 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headp...
published: 03 Jan 2019
-
How to create Disambiguation Rules in Knowledge Manager
This video will help you on how to create, test and deal with Disambiguation Rules in Knowledge Manager with a useful example.
published: 26 Sep 2016
-
Wikipedia:Disambiguation Top # 9 Facts
Wikipedia:Disambiguation Top # 9 Facts
published: 31 Oct 2015
-
Fast Company (disambiguation) | Wikipedia audio article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Fast_Company_(disambiguation)
00:00:52 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker in...
published: 08 Feb 2019
-
UNDEROATH - DISAMBIGUATION ALBUM BREAKDOWN
Tonight we listened to and talked with Disambiguation producers Matt Goldman.
Joining us was Daniel Davison (Norma Jean, Every Time I Die) who played drums on Disambiguation.
Broadcasted live on Twitch -- Watch live at https://www.twitch.tv/underoathband
published: 16 May 2020
-
Propaganda Technique: Disambiguation
An introduction to disambiguation as a propaganda technique, with examples.
published: 28 Jan 2017
-
Slik (disambiguation)
Slik was a 1970s Scottish pop group.
Slik may also refer to:
Slik (album), by the Scottish pop group
Ivar Slik, racing cyclist
Rozanne Slik, racing cyclist
SLIK Corporation, a manufacturer of photographic tripods
Source: https://en.wikipedia.org/wiki/Slik_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
published: 31 Jan 2022
-
ApplyAI Hands-on in NLP: Word Disambiguation and Automatic Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
published: 09 May 2020
-
NLU with Disambiguation
Here we show how context resolves the meaning of conversation and illustrate the impossibility to converse with today's mainstream approaches. Scalability comes from an effective model.
CONTENTS:
1:36 Overview
2:44 Scientific model and why real context is essential
4:16 Clarifying what real context is
7:10 Meaning and generalization versus colocated meaningless words
8:18 Building up an estimate of permutations
9:10 Data doesn't generalize
10:10 Qualia - referents containing their unsaid meanings
11:12 First simple quantification - 1.2 x 10 ^21!
13:02 Adding in error correction - 8.6 x 10^21!
14:58 Qualia extends more
15:49 Formal Linguistic model
16:32 Set-based matching versus rules-based parsing
17:42 The functional linguistic model
18:19 Understanding the combinatorial explosion creat...
published: 31 Aug 2018
25:00
Disambiguation
Welcome to another edition of the VT Podcast which I’ve called Ideas That Matter.
In this episode, I talk about Disambiguation.
If you want to change the wor...
Welcome to another edition of the VT Podcast which I’ve called Ideas That Matter.
In this episode, I talk about Disambiguation.
If you want to change the world, you have to see the world for what it is. We humans are pattern-seeking animals. We love stories. Our minds are hard-wired to organize the world using patterns, which saves our conscious minds a lot of mental effort. But it's also become a limitation for us - it's easy to get stuck in patterns that don't serve us well. If you're dispelling myths about yourself, or if you're trying to change your life, start by looking at the small things - the patterns that shape your life on a daily basis.
Listen in.
Book Vusi for a Keynote: https://vusithembekwayo.com/book-vusi/
Get mentored by Vusi: https://vtclub100.com/
Make sure to stay up to date and connect with Vusi on all social platforms:
Instagram: https://instagram.com/vusithembekwayo/
Facebook: https://www.facebook.com/VusiThembekwayoPage
Twitter : https://twitter.com/VusiThembekwayo
LinkedIn : https://www.linkedin.com/in/vusithembekwayo/
https://wn.com/Disambiguation
Welcome to another edition of the VT Podcast which I’ve called Ideas That Matter.
In this episode, I talk about Disambiguation.
If you want to change the world, you have to see the world for what it is. We humans are pattern-seeking animals. We love stories. Our minds are hard-wired to organize the world using patterns, which saves our conscious minds a lot of mental effort. But it's also become a limitation for us - it's easy to get stuck in patterns that don't serve us well. If you're dispelling myths about yourself, or if you're trying to change your life, start by looking at the small things - the patterns that shape your life on a daily basis.
Listen in.
Book Vusi for a Keynote: https://vusithembekwayo.com/book-vusi/
Get mentored by Vusi: https://vtclub100.com/
Make sure to stay up to date and connect with Vusi on all social platforms:
Instagram: https://instagram.com/vusithembekwayo/
Facebook: https://www.facebook.com/VusiThembekwayoPage
Twitter : https://twitter.com/VusiThembekwayo
LinkedIn : https://www.linkedin.com/in/vusithembekwayo/
- published: 08 Sep 2022
- views: 23099
1:06:38
harvard & aliens & crackpots: a disambiguation of Avi Loeb
Crackpots 2: Aliens, harvard, harvard aliens? 'Oumuamua? Planet 9? Dinosaurs?
Can physicists be physics crackpots? Of course. Is Avi Loeb a crackpot? Maybe.
T...
Crackpots 2: Aliens, harvard, harvard aliens? 'Oumuamua? Planet 9? Dinosaurs?
Can physicists be physics crackpots? Of course. Is Avi Loeb a crackpot? Maybe.
The Avi Loeb criticism starts around 24:00.
Francis Perey atlantic article: https://www.theatlantic.com/science/archive/2018/11/science-full-mavericks-like-my-grandfather-was-his-physics-theory-right/574573/
https://wn.com/Harvard_Aliens_Crackpots_A_Disambiguation_Of_Avi_Loeb
Crackpots 2: Aliens, harvard, harvard aliens? 'Oumuamua? Planet 9? Dinosaurs?
Can physicists be physics crackpots? Of course. Is Avi Loeb a crackpot? Maybe.
The Avi Loeb criticism starts around 24:00.
Francis Perey atlantic article: https://www.theatlantic.com/science/archive/2018/11/science-full-mavericks-like-my-grandfather-was-his-physics-theory-right/574573/
- published: 25 Aug 2022
- views: 433343
10:30
Company Name Disambiguation
Authors: Ahmad Aghaebrahimian and Mark Cieliebak
Authors: Ahmad Aghaebrahimian and Mark Cieliebak
https://wn.com/Company_Name_Disambiguation
Authors: Ahmad Aghaebrahimian and Mark Cieliebak
- published: 10 Jul 2020
- views: 234
8:29
Word Sense Disambiguation 🔥
This video tutorial is about Word Sense Disambiguation in Natural Language Processing ( nlp ) in the language Hindi using lesk algorithm.
Purchase notes right ...
This video tutorial is about Word Sense Disambiguation in Natural Language Processing ( nlp ) in the language Hindi using lesk algorithm.
Purchase notes right now,
more details below:
https://perfectcomputerengineer.classx.co.in/new-courses/13-natural-language-processing-notes
* Natural Language Processing Playlist:
https://youtube.com/playlist?list=PLPIwNooIb9vimsumdWeKF3BRzs9tJ-_gy
* Human-Machine Interaction entire Playlist:
https://www.youtube.com/playlist?list=PLPIwNooIb9vhFRT_3JDQ0CGbW5HeFg3yK
* Distributed Computing:
https://youtube.com/playlist?list=PLPIwNooIb9vhYroMrNpoBYiBUFzTwEZot
*Gears used for this YouTube Channel:
https://linktr.ee/perfectcomputerengineer
*Let's connect:
Instagram: https://www.instagram.com/planetojas/
https://wn.com/Word_Sense_Disambiguation_🔥
This video tutorial is about Word Sense Disambiguation in Natural Language Processing ( nlp ) in the language Hindi using lesk algorithm.
Purchase notes right now,
more details below:
https://perfectcomputerengineer.classx.co.in/new-courses/13-natural-language-processing-notes
* Natural Language Processing Playlist:
https://youtube.com/playlist?list=PLPIwNooIb9vimsumdWeKF3BRzs9tJ-_gy
* Human-Machine Interaction entire Playlist:
https://www.youtube.com/playlist?list=PLPIwNooIb9vhFRT_3JDQ0CGbW5HeFg3yK
* Distributed Computing:
https://youtube.com/playlist?list=PLPIwNooIb9vhYroMrNpoBYiBUFzTwEZot
*Gears used for this YouTube Channel:
https://linktr.ee/perfectcomputerengineer
*Let's connect:
Instagram: https://www.instagram.com/planetojas/
- published: 05 Dec 2021
- views: 64898
29:09
Disambiguation – Linking Data Science and Engineering | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021...
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
https://wn.com/Disambiguation_–_Linking_Data_Science_And_Engineering_|_Nlp_Summit_2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
- published: 07 Jan 2021
- views: 545
2:23
Company (disambiguation) | Wikipedia audio article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Company_(disambiguation)
00:00:24 Music
00:01:22 Other uses
00:01:55 See ...
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Company_(disambiguation)
00:00:24 Music
00:01:22 Other uses
00:01:55 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker instead of an earphone.
Listen on Google Assistant through Extra Audio:
https://assistant.google.com/services/invoke/uid/0000001a130b3f91
Other Wikipedia audio articles at:
https://www.youtube.com/results?search_query=wikipedia+tts
Upload your own Wikipedia articles through:
https://github.com/nodef/wikipedia-tts
Speaking Rate: 0.957044553681933
Voice name: en-AU-Wavenet-A
"I cannot teach anybody anything, I can only make them think."
- Socrates
SUMMARY
=======
A company is a group of more than one persons to carry out an enterprise and so a form of business organization.
Company may also refer to:
Company (military unit), a group of soldiers
Opera company, an instituted company that performs operas
Theatre company, of touring actors, singers and/or dancers
https://wn.com/Company_(Disambiguation)_|_Wikipedia_Audio_Article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Company_(disambiguation)
00:00:24 Music
00:01:22 Other uses
00:01:55 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker instead of an earphone.
Listen on Google Assistant through Extra Audio:
https://assistant.google.com/services/invoke/uid/0000001a130b3f91
Other Wikipedia audio articles at:
https://www.youtube.com/results?search_query=wikipedia+tts
Upload your own Wikipedia articles through:
https://github.com/nodef/wikipedia-tts
Speaking Rate: 0.957044553681933
Voice name: en-AU-Wavenet-A
"I cannot teach anybody anything, I can only make them think."
- Socrates
SUMMARY
=======
A company is a group of more than one persons to carry out an enterprise and so a form of business organization.
Company may also refer to:
Company (military unit), a group of soldiers
Opera company, an instituted company that performs operas
Theatre company, of touring actors, singers and/or dancers
- published: 03 Jan 2019
- views: 7
4:01
How to create Disambiguation Rules in Knowledge Manager
This video will help you on how to create, test and deal with Disambiguation Rules in Knowledge Manager with a useful example.
This video will help you on how to create, test and deal with Disambiguation Rules in Knowledge Manager with a useful example.
https://wn.com/How_To_Create_Disambiguation_Rules_In_Knowledge_Manager
This video will help you on how to create, test and deal with Disambiguation Rules in Knowledge Manager with a useful example.
- published: 26 Sep 2016
- views: 52
1:17
Fast Company (disambiguation) | Wikipedia audio article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Fast_Company_(disambiguation)
00:00:52 See also
Listening is a more...
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Fast_Company_(disambiguation)
00:00:52 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker instead of an earphone.
Listen on Google Assistant through Extra Audio:
https://assistant.google.com/services/invoke/uid/0000001a130b3f91
Other Wikipedia audio articles at:
https://www.youtube.com/results?search_query=wikipedia+tts
Upload your own Wikipedia articles through:
https://github.com/nodef/wikipedia-tts
Speaking Rate: 0.7995664253713965
Voice name: en-AU-Wavenet-C
"I cannot teach anybody anything, I can only make them think."
- Socrates
SUMMARY
=======
Fast Company is a business publication.
Fast Company may also refer to:
Fast Company (1918 film), a film starring Lon Chaney Sr.
Fast Company (1924 film), an Our Gang short
Fast Company (1929 film), a film starring Evelyn Brent
Fast Company (1938 film), a film featuring Melvyn Douglas and Florence Rice
Fast Company (1953 film), a film by John Sturges
Fast Company (1979 film), a film by David Cronenberg
"Fast Company", a 2007 song by the Eagles from Long Road Out of Eden
https://wn.com/Fast_Company_(Disambiguation)_|_Wikipedia_Audio_Article
This is an audio version of the Wikipedia Article:
https://en.wikipedia.org/wiki/Fast_Company_(disambiguation)
00:00:52 See also
Listening is a more natural way of learning, when compared to reading. Written language only began at around 3200 BC, but spoken language has existed long ago.
Learning by listening is a great way to:
- increases imagination and understanding
- improves your listening skills
- improves your own spoken accent
- learn while on the move
- reduce eye strain
Now learn the vast amount of general knowledge available on Wikipedia through audio (audio article). You could even learn subconsciously by playing the audio while you are sleeping! If you are planning to listen a lot, you could try using a bone conduction headphone, or a standard speaker instead of an earphone.
Listen on Google Assistant through Extra Audio:
https://assistant.google.com/services/invoke/uid/0000001a130b3f91
Other Wikipedia audio articles at:
https://www.youtube.com/results?search_query=wikipedia+tts
Upload your own Wikipedia articles through:
https://github.com/nodef/wikipedia-tts
Speaking Rate: 0.7995664253713965
Voice name: en-AU-Wavenet-C
"I cannot teach anybody anything, I can only make them think."
- Socrates
SUMMARY
=======
Fast Company is a business publication.
Fast Company may also refer to:
Fast Company (1918 film), a film starring Lon Chaney Sr.
Fast Company (1924 film), an Our Gang short
Fast Company (1929 film), a film starring Evelyn Brent
Fast Company (1938 film), a film featuring Melvyn Douglas and Florence Rice
Fast Company (1953 film), a film by John Sturges
Fast Company (1979 film), a film by David Cronenberg
"Fast Company", a 2007 song by the Eagles from Long Road Out of Eden
- published: 08 Feb 2019
- views: 10
3:08:22
UNDEROATH - DISAMBIGUATION ALBUM BREAKDOWN
Tonight we listened to and talked with Disambiguation producers Matt Goldman.
Joining us was Daniel Davison (Norma Jean, Every Time I Die) who played drums on...
Tonight we listened to and talked with Disambiguation producers Matt Goldman.
Joining us was Daniel Davison (Norma Jean, Every Time I Die) who played drums on Disambiguation.
Broadcasted live on Twitch -- Watch live at https://www.twitch.tv/underoathband
https://wn.com/Underoath_Disambiguation_Album_Breakdown
Tonight we listened to and talked with Disambiguation producers Matt Goldman.
Joining us was Daniel Davison (Norma Jean, Every Time I Die) who played drums on Disambiguation.
Broadcasted live on Twitch -- Watch live at https://www.twitch.tv/underoathband
- published: 16 May 2020
- views: 32842
7:46
Propaganda Technique: Disambiguation
An introduction to disambiguation as a propaganda technique, with examples.
An introduction to disambiguation as a propaganda technique, with examples.
https://wn.com/Propaganda_Technique_Disambiguation
An introduction to disambiguation as a propaganda technique, with examples.
- published: 28 Jan 2017
- views: 105
0:44
Slik (disambiguation)
Slik was a 1970s Scottish pop group.
Slik may also refer to:
Slik (album), by the Scottish pop group
Ivar Slik, racing cyclist
Rozanne Slik, racing cyclist
SLI...
Slik was a 1970s Scottish pop group.
Slik may also refer to:
Slik (album), by the Scottish pop group
Ivar Slik, racing cyclist
Rozanne Slik, racing cyclist
SLIK Corporation, a manufacturer of photographic tripods
Source: https://en.wikipedia.org/wiki/Slik_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
https://wn.com/Slik_(Disambiguation)
Slik was a 1970s Scottish pop group.
Slik may also refer to:
Slik (album), by the Scottish pop group
Ivar Slik, racing cyclist
Rozanne Slik, racing cyclist
SLIK Corporation, a manufacturer of photographic tripods
Source: https://en.wikipedia.org/wiki/Slik_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
- published: 31 Jan 2022
- views: 1
2:24:42
ApplyAI Hands-on in NLP: Word Disambiguation and Automatic Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
https://wn.com/Applyai_Hands_On_In_Nlp_Word_Disambiguation_And_Automatic_Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
- published: 09 May 2020
- views: 1382
26:12
NLU with Disambiguation
Here we show how context resolves the meaning of conversation and illustrate the impossibility to converse with today's mainstream approaches. Scalability comes...
Here we show how context resolves the meaning of conversation and illustrate the impossibility to converse with today's mainstream approaches. Scalability comes from an effective model.
CONTENTS:
1:36 Overview
2:44 Scientific model and why real context is essential
4:16 Clarifying what real context is
7:10 Meaning and generalization versus colocated meaningless words
8:18 Building up an estimate of permutations
9:10 Data doesn't generalize
10:10 Qualia - referents containing their unsaid meanings
11:12 First simple quantification - 1.2 x 10 ^21!
13:02 Adding in error correction - 8.6 x 10^21!
14:58 Qualia extends more
15:49 Formal Linguistic model
16:32 Set-based matching versus rules-based parsing
17:42 The functional linguistic model
18:19 Understanding the combinatorial explosion created by the science
18:41 Removing POS from the dictionary
18:59 Removing causative forms from the dictionary
19:49 More Qualia
22:34 Parsing with statistics to guess context
23:45 2013 WSD model using computations, not meaning
25:49 Closing
https://wn.com/Nlu_With_Disambiguation
Here we show how context resolves the meaning of conversation and illustrate the impossibility to converse with today's mainstream approaches. Scalability comes from an effective model.
CONTENTS:
1:36 Overview
2:44 Scientific model and why real context is essential
4:16 Clarifying what real context is
7:10 Meaning and generalization versus colocated meaningless words
8:18 Building up an estimate of permutations
9:10 Data doesn't generalize
10:10 Qualia - referents containing their unsaid meanings
11:12 First simple quantification - 1.2 x 10 ^21!
13:02 Adding in error correction - 8.6 x 10^21!
14:58 Qualia extends more
15:49 Formal Linguistic model
16:32 Set-based matching versus rules-based parsing
17:42 The functional linguistic model
18:19 Understanding the combinatorial explosion created by the science
18:41 Removing POS from the dictionary
18:59 Removing causative forms from the dictionary
19:49 More Qualia
22:34 Parsing with statistics to guess context
23:45 2013 WSD model using computations, not meaning
25:49 Closing
- published: 31 Aug 2018
- views: 233