Voi is a marketplace for the agricultural and meat products from the fertile Taita Hills as well as other surrounding areas. Voi's town centre consists of mostly general stores, shops, markets, kiosks and a few hotels. Most lodges that service tourists for the national park are located in the suburbs at the edge of town. The Voi Sisal Estates are located to the west of the town. A large squatter community exists in the Mwatate Sisal Estates, also to the west of town.
History
According to local history the name of town comes from a slave trader called Chief Kivoi who settled near the Voi River about 400 years ago. There after the village grew as a trading centre for the local Taita people with other Kenyan tribes and Arabs.
The town started to grow at the end of the 19th century when the Uganda Railway was constructed. People started to move in to work on the railway and the nearby sisal estates. However, township status with an area of about 16.27 square kilometres (6.28sqmi) was not granted until 1932. The town has long since outgrown the original grant.
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge (Research Paper Walkthrough)
#bert #wsd #wordnet
This research uses BERT for Word Sense Disambiguation use case in NLP by modeling the entire problem as sentence classification task using the Gloss knowledge. They show state-of-art results on benchmark datasets.
⏩ Abstract: Word Sense Disambiguation (WSD) aims to find the exact sense of an ambiguous word in a particular context. Traditional supervised methods rarely take into consideration the lexical resources like WordNet, which are widely utilized in knowledge-based methods. Recent studies have shown the effectiveness of incorporating gloss (sense definition) into neural networks for WSD. However, compared with traditional word expert supervised methods, they have not achieved much improvement. In this paper, we focus on how to better leverage gloss knowledge in a...
published: 07 Apr 2021
Laminar Flow DISAMBIGUATION
Captain Disillusion gets his hands wet with some experiments, and lets you watch.
Please consider supporting my videos on: http://www.patreon.com/CaptainDisillusion
published: 14 Feb 2019
Disambiguation Of Ambiguous Terms.
Ambiguity is tough for computers. It can be tough for humans to disambiguate ambiguous terms, but we tend to be pretty good at it. To be great at it you need context. That is what Stremor's Liquid helium does. It figures out the context of words and disambiguates them.
published: 05 Apr 2013
Courland (disambiguation)
Courland is one of the historical and cultural regions of Latvia.
Courland may also refer to:
Political entitiesBishopric of Courland, an ecclesiastical state in the Livonian Confederation 1254-1562
Duchy of Courland and Semigallia, 1561–1795 (including a list of dukes)
Duchess of Courland, a list
Courland Governorate, a Baltic governorate of the Russian Empire 1795–1915
Provisional Land Council of Courland, 1917
Duchy of Courland and Semigallia (1918), a short-lived client state of the German EmpireOther usesCourland (Saeima constituency), constituency of the Saeima, the national legislature of Latvia
Courland Peninsula, the north-western part of Courland
Courland Pocket, the part of the Courland Peninsula in which Axis forces were confined by the Red Army July 1944 - May 1945
Army Group...
published: 25 Aug 2021
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
Dubov Delivers Bishop Pair Checkmate with 0.4 Seconds Left
Replay the Full Stream: https://youtu.be/uSMsAtBev4g
Replay the Full Game: https://www.chess.com/events/2022-chesscom-rapid-chess-championship-week-3-swiss/03/Dubov_Daniil-Martinez_Alcantara_Jose_Eduardo
The Chess.com Rapid Chess Championship is a world-class online rapid event series for the top-100 players, top 10 women, and top 10 Juniors in the world alongside 10 wildcards. These chess stars will be able to compete in weekly Swiss and knockout events to fight for the top of the standings and their share of the $650,000 prize fund—the largest prize fund in Chess.com's history.
Rapid Chess Championship 2022:
⏰ https://go.chess.com/RCC
Follow us here:
✅ Sign up for FREE online play: http://www.Chess.com
💜 Check us out on Twitch: https://www.twitch.tv/chess
📸 Follow us on Instagram: ht...
published: 27 Feb 2022
Part - 12 Word Sense Disambiguation in NLTK with python (Natural Language Toolkit Tutorial)
https://github.com/dsarchives/NLTK
Hello everyone, welcome back!
In this video, we'll learn about WSD(Word Sense Disambiguation)
In computational linguistics, word-sense disambiguation is an open problem concerned with identifying which sense of a word is used in a sentence.
NLTK use lesk algorithm for that
In natural language processing, word sense disambiguation (WSD) is the problem of determining which "sense" (meaning) of a word is activated by the use of the word in a particular context
Given an ambiguous word and the context in which the word occurs, Lesk returns a Synset with the highest number of overlapping words between the context sentence and different definitions from each Synset.
#wsd #nltk #tutorials
published: 27 Sep 2020
Using Sketch Difference for lexical disambiguation
Try this Sketch Engine to help you tease out word meanings and exlore collocations through comparison with other lemmas.
What's the difference between the various DeLonghi Dedica models? There is the EC680, EC685, EC785 and now the EC885. What gives? The Dedica has been around since 2013, originally released (and still being sold) as the EC 680. Since then, we have seen three newer models released, including the EC 685, the EC 785, and most recently the EC 885. Let us take a look at these different models, and their commonalities and differences. With this video, I hope to help decode the differences, and help buyers make their decision.
https://tomscoffeecorner.com/delonghi-dedica-ec680-ec685-ec785-ec885-whats-the-difference
-------------------------------Products used/recommended in this video---------------------------------------------------
(these are affiliate links that help fund videos lik...
published: 19 Jan 2022
Rhubarb pickle Rhubarb Achar recipe
Rhubarb pickle - a different pickle to make at home when rhubarb is in season . You can eat this with rice and dal .
#rhubarbrecipe #rhubarbpickle #rhubarbachar
Thank you for subscribing
Recipe by @chefbobbygeetha
Scroll Down for the Recipe after Links
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For chef consultancy : https://www.chefbobbygeetha.com/chef-consultancy/
For Master class or Private event : https://www.chefbobbygeetha.com/#master-class
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#bert #wsd #wordnet
This research uses BERT for Word Sense Disambiguation use case in NLP by modeling the entire problem as sentence classification task using t...
#bert #wsd #wordnet
This research uses BERT for Word Sense Disambiguation use case in NLP by modeling the entire problem as sentence classification task using the Gloss knowledge. They show state-of-art results on benchmark datasets.
⏩ Abstract: Word Sense Disambiguation (WSD) aims to find the exact sense of an ambiguous word in a particular context. Traditional supervised methods rarely take into consideration the lexical resources like WordNet, which are widely utilized in knowledge-based methods. Recent studies have shown the effectiveness of incorporating gloss (sense definition) into neural networks for WSD. However, compared with traditional word expert supervised methods, they have not achieved much improvement. In this paper, we focus on how to better leverage gloss knowledge in a supervised neural WSD system. We construct context-gloss pairs and propose three BERT-based models for WSD. We fine-tune the pre-trained BERT model on SemCor3.0 training corpus and the experimental results on several English all-words WSD benchmark datasets show that our approach outperforms the state-of-the-art systems.
Please feel free to share out the content and subscribe to my channel :)
⏩ Subscribe - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1
⏩ OUTLINE:
0:00 - Abstract
01:46 - Task Definition
02:11 - Data Collection approach
02:30 - WordNet Overview
03:35 - Sentence construction method table overview
05:27 - BERT(Token-CLS)
06:41 - GlossBERT
07:52 - Context-Gloss Pair with Weak Supervision
08:55 - GlossBERT(Token-CLS)
09:20 - GlossBERT(Sent-CLS)
09:44 - GlossBERT(Sent-CLS-WS)
10:09 - Results
⏩ Paper Title: GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
⏩ Paper: https://arxiv.org/abs/1908.07245v4
⏩ Code: https://github.com/HSLCY/GlossBERT
⏩ Author: Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang
⏩ Organisation: Fudan University
⏩ IMPORTANT LINKS
Full Playlist on BERT usecases in NLP: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Text Data Augmentation Techniques: https://www.youtube.com/watch?v=9O9scQb4sNo&list=PLsAqq9lZFOtUg63g_95OuV-R2GhV1UiIZ
Full Playlist on Text Summarization: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Machine Learning with Graphs: https://www.youtube.com/watch?v=-uJL_ANy1jc&list=PLsAqq9lZFOtU7tT6mDXX_fhv1R1-jGiYf
Full Playlist on Evaluating NLG Systems: https://www.youtube.com/watch?v=-CIlz-5um7U&list=PLsAqq9lZFOtXlzg5RNyV00ueE89PwnCbu
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If you want to support me financially which totally optional and voluntary :) ❤️
You can consider buying me chai ( because i don't drink coffee :) ) at https://www.buymeacoffee.com/TechvizCoffee
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⏩ Medium - https://medium.com/@prakhar.mishra
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Please feel free to share out the content and subscribe to my channel :)
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Tools I use for making videos :)
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⏩ Apple Pencil - https://tinyurl.com/y5rk8txn
⏩ GoodNotes - https://tinyurl.com/y627cfsa
#techviz #datascienceguy #ai #researchpaper #naturallanguageprocessing #bart
#bert #wsd #wordnet
This research uses BERT for Word Sense Disambiguation use case in NLP by modeling the entire problem as sentence classification task using the Gloss knowledge. They show state-of-art results on benchmark datasets.
⏩ Abstract: Word Sense Disambiguation (WSD) aims to find the exact sense of an ambiguous word in a particular context. Traditional supervised methods rarely take into consideration the lexical resources like WordNet, which are widely utilized in knowledge-based methods. Recent studies have shown the effectiveness of incorporating gloss (sense definition) into neural networks for WSD. However, compared with traditional word expert supervised methods, they have not achieved much improvement. In this paper, we focus on how to better leverage gloss knowledge in a supervised neural WSD system. We construct context-gloss pairs and propose three BERT-based models for WSD. We fine-tune the pre-trained BERT model on SemCor3.0 training corpus and the experimental results on several English all-words WSD benchmark datasets show that our approach outperforms the state-of-the-art systems.
Please feel free to share out the content and subscribe to my channel :)
⏩ Subscribe - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1
⏩ OUTLINE:
0:00 - Abstract
01:46 - Task Definition
02:11 - Data Collection approach
02:30 - WordNet Overview
03:35 - Sentence construction method table overview
05:27 - BERT(Token-CLS)
06:41 - GlossBERT
07:52 - Context-Gloss Pair with Weak Supervision
08:55 - GlossBERT(Token-CLS)
09:20 - GlossBERT(Sent-CLS)
09:44 - GlossBERT(Sent-CLS-WS)
10:09 - Results
⏩ Paper Title: GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
⏩ Paper: https://arxiv.org/abs/1908.07245v4
⏩ Code: https://github.com/HSLCY/GlossBERT
⏩ Author: Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang
⏩ Organisation: Fudan University
⏩ IMPORTANT LINKS
Full Playlist on BERT usecases in NLP: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Text Data Augmentation Techniques: https://www.youtube.com/watch?v=9O9scQb4sNo&list=PLsAqq9lZFOtUg63g_95OuV-R2GhV1UiIZ
Full Playlist on Text Summarization: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Machine Learning with Graphs: https://www.youtube.com/watch?v=-uJL_ANy1jc&list=PLsAqq9lZFOtU7tT6mDXX_fhv1R1-jGiYf
Full Playlist on Evaluating NLG Systems: https://www.youtube.com/watch?v=-CIlz-5um7U&list=PLsAqq9lZFOtXlzg5RNyV00ueE89PwnCbu
*********************************************
If you want to support me financially which totally optional and voluntary :) ❤️
You can consider buying me chai ( because i don't drink coffee :) ) at https://www.buymeacoffee.com/TechvizCoffee
*********************************************
⏩ Youtube - https://www.youtube.com/c/TechVizTheDataScienceGuy
⏩ Blog - https://prakhartechviz.blogspot.com
⏩ LinkedIn - https://linkedin.com/in/prakhar21
⏩ Medium - https://medium.com/@prakhar.mishra
⏩ GitHub - https://github.com/prakhar21
⏩ Twitter - https://twitter.com/rattller
*********************************************
Please feel free to share out the content and subscribe to my channel :)
⏩ Subscribe - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1
Tools I use for making videos :)
⏩ iPad - https://tinyurl.com/y39p6pwc
⏩ Apple Pencil - https://tinyurl.com/y5rk8txn
⏩ GoodNotes - https://tinyurl.com/y627cfsa
#techviz #datascienceguy #ai #researchpaper #naturallanguageprocessing #bart
Captain Disillusion gets his hands wet with some experiments, and lets you watch.
Please consider supporting my videos on: http://www.patreon.com/CaptainDisill...
Captain Disillusion gets his hands wet with some experiments, and lets you watch.
Please consider supporting my videos on: http://www.patreon.com/CaptainDisillusion
Captain Disillusion gets his hands wet with some experiments, and lets you watch.
Please consider supporting my videos on: http://www.patreon.com/CaptainDisillusion
Ambiguity is tough for computers. It can be tough for humans to disambiguate ambiguous terms, but we tend to be pretty good at it. To be great at it you need co...
Ambiguity is tough for computers. It can be tough for humans to disambiguate ambiguous terms, but we tend to be pretty good at it. To be great at it you need context. That is what Stremor's Liquid helium does. It figures out the context of words and disambiguates them.
Ambiguity is tough for computers. It can be tough for humans to disambiguate ambiguous terms, but we tend to be pretty good at it. To be great at it you need context. That is what Stremor's Liquid helium does. It figures out the context of words and disambiguates them.
Courland is one of the historical and cultural regions of Latvia.
Courland may also refer to:
Political entitiesBishopric of Courland, an ecclesiastical state ...
Courland is one of the historical and cultural regions of Latvia.
Courland may also refer to:
Political entitiesBishopric of Courland, an ecclesiastical state in the Livonian Confederation 1254-1562
Duchy of Courland and Semigallia, 1561–1795 (including a list of dukes)
Duchess of Courland, a list
Courland Governorate, a Baltic governorate of the Russian Empire 1795–1915
Provisional Land Council of Courland, 1917
Duchy of Courland and Semigallia (1918), a short-lived client state of the German EmpireOther usesCourland (Saeima constituency), constituency of the Saeima, the national legislature of Latvia
Courland Peninsula, the north-western part of Courland
Courland Pocket, the part of the Courland Peninsula in which Axis forces were confined by the Red Army July 1944 - May 1945
Army Group Courland, Axis forces in the Courland Pocket January - May 1945
Source: https://en.wikipedia.org/wiki/Courland_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
Courland is one of the historical and cultural regions of Latvia.
Courland may also refer to:
Political entitiesBishopric of Courland, an ecclesiastical state in the Livonian Confederation 1254-1562
Duchy of Courland and Semigallia, 1561–1795 (including a list of dukes)
Duchess of Courland, a list
Courland Governorate, a Baltic governorate of the Russian Empire 1795–1915
Provisional Land Council of Courland, 1917
Duchy of Courland and Semigallia (1918), a short-lived client state of the German EmpireOther usesCourland (Saeima constituency), constituency of the Saeima, the national legislature of Latvia
Courland Peninsula, the north-western part of Courland
Courland Pocket, the part of the Courland Peninsula in which Axis forces were confined by the Red Army July 1944 - May 1945
Army Group Courland, Axis forces in the Courland Pocket January - May 1945
Source: https://en.wikipedia.org/wiki/Courland_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
Replay the Full Stream: https://youtu.be/uSMsAtBev4g
Replay the Full Game: https://www.chess.com/events/2022-chesscom-rapid-chess-championship-week-3-swiss/03/D...
Replay the Full Stream: https://youtu.be/uSMsAtBev4g
Replay the Full Game: https://www.chess.com/events/2022-chesscom-rapid-chess-championship-week-3-swiss/03/Dubov_Daniil-Martinez_Alcantara_Jose_Eduardo
The Chess.com Rapid Chess Championship is a world-class online rapid event series for the top-100 players, top 10 women, and top 10 Juniors in the world alongside 10 wildcards. These chess stars will be able to compete in weekly Swiss and knockout events to fight for the top of the standings and their share of the $650,000 prize fund—the largest prize fund in Chess.com's history.
Rapid Chess Championship 2022:
⏰ https://go.chess.com/RCC
Follow us here:
✅ Sign up for FREE online play: http://www.Chess.com
💜 Check us out on Twitch: https://www.twitch.tv/chess
📸 Follow us on Instagram: https://www.instagram.com/wwwchesscom
📱 Like us on Facebook: https://www.facebook.com/chess
🎶 Follow us on TikTok: https://www.tiktok.com/@chess
💙 Follow us on Twitter: https://twitter.com/chesscom
#chess #rapidchess #dubov
Replay the Full Stream: https://youtu.be/uSMsAtBev4g
Replay the Full Game: https://www.chess.com/events/2022-chesscom-rapid-chess-championship-week-3-swiss/03/Dubov_Daniil-Martinez_Alcantara_Jose_Eduardo
The Chess.com Rapid Chess Championship is a world-class online rapid event series for the top-100 players, top 10 women, and top 10 Juniors in the world alongside 10 wildcards. These chess stars will be able to compete in weekly Swiss and knockout events to fight for the top of the standings and their share of the $650,000 prize fund—the largest prize fund in Chess.com's history.
Rapid Chess Championship 2022:
⏰ https://go.chess.com/RCC
Follow us here:
✅ Sign up for FREE online play: http://www.Chess.com
💜 Check us out on Twitch: https://www.twitch.tv/chess
📸 Follow us on Instagram: https://www.instagram.com/wwwchesscom
📱 Like us on Facebook: https://www.facebook.com/chess
🎶 Follow us on TikTok: https://www.tiktok.com/@chess
💙 Follow us on Twitter: https://twitter.com/chesscom
#chess #rapidchess #dubov
https://github.com/dsarchives/NLTK
Hello everyone, welcome back!
In this video, we'll learn about WSD(Word Sense Disambiguation)
In computational linguistic...
https://github.com/dsarchives/NLTK
Hello everyone, welcome back!
In this video, we'll learn about WSD(Word Sense Disambiguation)
In computational linguistics, word-sense disambiguation is an open problem concerned with identifying which sense of a word is used in a sentence.
NLTK use lesk algorithm for that
In natural language processing, word sense disambiguation (WSD) is the problem of determining which "sense" (meaning) of a word is activated by the use of the word in a particular context
Given an ambiguous word and the context in which the word occurs, Lesk returns a Synset with the highest number of overlapping words between the context sentence and different definitions from each Synset.
#wsd #nltk #tutorials
https://github.com/dsarchives/NLTK
Hello everyone, welcome back!
In this video, we'll learn about WSD(Word Sense Disambiguation)
In computational linguistics, word-sense disambiguation is an open problem concerned with identifying which sense of a word is used in a sentence.
NLTK use lesk algorithm for that
In natural language processing, word sense disambiguation (WSD) is the problem of determining which "sense" (meaning) of a word is activated by the use of the word in a particular context
Given an ambiguous word and the context in which the word occurs, Lesk returns a Synset with the highest number of overlapping words between the context sentence and different definitions from each Synset.
#wsd #nltk #tutorials
What's the difference between the various DeLonghi Dedica models? There is the EC680, EC685, EC785 and now the EC885. What gives? The Dedica has been around sin...
What's the difference between the various DeLonghi Dedica models? There is the EC680, EC685, EC785 and now the EC885. What gives? The Dedica has been around since 2013, originally released (and still being sold) as the EC 680. Since then, we have seen three newer models released, including the EC 685, the EC 785, and most recently the EC 885. Let us take a look at these different models, and their commonalities and differences. With this video, I hope to help decode the differences, and help buyers make their decision.
https://tomscoffeecorner.com/delonghi-dedica-ec680-ec685-ec785-ec885-whats-the-difference
-------------------------------Products used/recommended in this video---------------------------------------------------
(these are affiliate links that help fund videos like this, at no extra cost to you)
►DeLonghi Dedica EC685:
🇩🇪 https://amzn.to/3Ak7mFr
🇺🇸 https://amzn.to/3GStdpX
🇬🇧 https://amzn.to/3yfHqu6
🇨🇦 https://amzn.to/3537jCa
🇦🇺 https://amzn.to/3a9qhdq
🇫🇷 https://amzn.to/3QZX7xT
🇵🇱 https://amzn.to/3I8wSBp
🇮🇹 https://amzn.to/3xJkQuW
►Dedica EC885:
🇺🇸 https://amzn.to/3OTzvZP
🇩🇪 https://amzn.to/3RtAy3R
🇮🇹 https://amzn.to/3e4Po2O
🇫🇷 https://amzn.to/3E8hLI9
🇪🇸 https://amzn.to/3dYwL0s
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►Dedica EC785:
🇩🇪 https://amzn.to/3QZZkcB
🇫🇷 https://amzn.to/3y3T1fw
🇵🇱 https://amzn.to/3Ov0wmJ
🇮🇹 https://amzn.to/3yyIMBe
🇬🇧 https://amzn.to/3P0I0md
🛠 All the Dedica Gear: https://kit.co/tomscoffeecorner/delonghi-dedica-accessories (Amazon)
🛠 Grinder Suggestions: https://kit.co/tomscoffeecorner/grinder-suggestions (Amazon)
(*As an Amazon Associate I earn from qualifying purchases)
Chapters:
0:00 Intro
0:44 Dedica Commonalities
1:47 EC685
2:31 EC785
3:00 EC885
3:41 Which Model to Buy?
Specifications:
- 15 bar pressure heating system
- 15 cm wide, or 6 inches wide
- 149 x 330 x 303 mm (width x length, height)
- 1.1 liter water tank
- 1300 watts
- stainless steel finish
- auto stand-by
- removable water tank
- removable drip tray
- fast thermoblock system
- ESE pod compatible
AFFILIATE DISCLOSURE:
Some of the links used in the description will direct you to Amazon, as an Amazon Associate I earn from qualifying purchases at no additional cost to you.. Affiliate commissions help fund videos like this one.
#delonghidedicacomparison #tomscoffeecorner #delonghidedica
What's the difference between the various DeLonghi Dedica models? There is the EC680, EC685, EC785 and now the EC885. What gives? The Dedica has been around since 2013, originally released (and still being sold) as the EC 680. Since then, we have seen three newer models released, including the EC 685, the EC 785, and most recently the EC 885. Let us take a look at these different models, and their commonalities and differences. With this video, I hope to help decode the differences, and help buyers make their decision.
https://tomscoffeecorner.com/delonghi-dedica-ec680-ec685-ec785-ec885-whats-the-difference
-------------------------------Products used/recommended in this video---------------------------------------------------
(these are affiliate links that help fund videos like this, at no extra cost to you)
►DeLonghi Dedica EC685:
🇩🇪 https://amzn.to/3Ak7mFr
🇺🇸 https://amzn.to/3GStdpX
🇬🇧 https://amzn.to/3yfHqu6
🇨🇦 https://amzn.to/3537jCa
🇦🇺 https://amzn.to/3a9qhdq
🇫🇷 https://amzn.to/3QZX7xT
🇵🇱 https://amzn.to/3I8wSBp
🇮🇹 https://amzn.to/3xJkQuW
►Dedica EC885:
🇺🇸 https://amzn.to/3OTzvZP
🇩🇪 https://amzn.to/3RtAy3R
🇮🇹 https://amzn.to/3e4Po2O
🇫🇷 https://amzn.to/3E8hLI9
🇪🇸 https://amzn.to/3dYwL0s
🇳🇱 https://amzn.to/3ya6nrr
🇨🇦 https://amzn.to/3y6ivZL
🇦🇺 https://amzn.to/3OQyotY
►Dedica EC785:
🇩🇪 https://amzn.to/3QZZkcB
🇫🇷 https://amzn.to/3y3T1fw
🇵🇱 https://amzn.to/3Ov0wmJ
🇮🇹 https://amzn.to/3yyIMBe
🇬🇧 https://amzn.to/3P0I0md
🛠 All the Dedica Gear: https://kit.co/tomscoffeecorner/delonghi-dedica-accessories (Amazon)
🛠 Grinder Suggestions: https://kit.co/tomscoffeecorner/grinder-suggestions (Amazon)
(*As an Amazon Associate I earn from qualifying purchases)
Chapters:
0:00 Intro
0:44 Dedica Commonalities
1:47 EC685
2:31 EC785
3:00 EC885
3:41 Which Model to Buy?
Specifications:
- 15 bar pressure heating system
- 15 cm wide, or 6 inches wide
- 149 x 330 x 303 mm (width x length, height)
- 1.1 liter water tank
- 1300 watts
- stainless steel finish
- auto stand-by
- removable water tank
- removable drip tray
- fast thermoblock system
- ESE pod compatible
AFFILIATE DISCLOSURE:
Some of the links used in the description will direct you to Amazon, as an Amazon Associate I earn from qualifying purchases at no additional cost to you.. Affiliate commissions help fund videos like this one.
#delonghidedicacomparison #tomscoffeecorner #delonghidedica
Rhubarb pickle - a different pickle to make at home when rhubarb is in season . You can eat this with rice and dal .
#rhubarbrecipe #rhubarbpickle #rhubarbach...
Rhubarb pickle - a different pickle to make at home when rhubarb is in season . You can eat this with rice and dal .
#rhubarbrecipe #rhubarbpickle #rhubarbachar
Thank you for subscribing
Recipe by @chefbobbygeetha
Scroll Down for the Recipe after Links
Follow chef bobby geetha on.
Instagram : https://www.instagram.com/chefbobbygeetha
Books To Buy : https://www.chefbobbygeetha.com/books/
For chef consultancy : https://www.chefbobbygeetha.com/chef-consultancy/
For Master class or Private event : https://www.chefbobbygeetha.com/#master-class
Recommended Play list
Vegetarian
https://youtube.com/playlist?list=PLFA419350598F7188
Vegan
https://youtube.com/playlist?list=PLfvUxU4Gp5WtlTpZr3tnlndfJkbhxaX7I
Chicken Recipes
https://youtube.com/playlist?list=PLfvUxU4Gp5WuTfwB6fO8-Lms_mBMUTI75
INGREDIENTS
Rhubarb shoot peeled – 5 nos.
Mustard oil – 100 gm / 7 Tbspn
Onion seeds – 4 gm / ½ Tspn
Cumin seeds – 4 gm / ½ Tspn
Fennel seeds – 4 gm / ½ Tspn
Fenugreek seeds – 4 gm / ½ Tspn
Mustard seeds – 4 gm / ½ Tspn
Asafoetida powder – 4 gm / ½ Tspn
Chilli powder – 7 gm / 1 Tspn
Turmeric powder – 4 gm / ½ Tspn
Distilled malt vinegar – 25 gm / 1 ¾ Tbspn
Himalayan pink salt – to taste
METHOD
• Cut the rhubarb shoot into cubes and keep it in a bowl.
• Now heat a pan, pour mustard oil and allow oil to heat.
• Once the oil is hot add onion seeds, cumin seeds, fennel seeds, fenugreek seeds and mustard seeds.
• Allow it to temper.
• Reduce the flame and now add asafoetida powder, chilli powder and turmeric powder, mix well.
• Now pour distilled malt vinegar and add Himalayan pink salt.
• Mix everything and pour it into the bowl on top of the cut rhubarb.
• Combine everything together and allow it to cool down.
• Rhubarb pickle is ready to serve.
• Keep it in an airtight container to keep it fresh.
Rhubarb pickle - a different pickle to make at home when rhubarb is in season . You can eat this with rice and dal .
#rhubarbrecipe #rhubarbpickle #rhubarbachar
Thank you for subscribing
Recipe by @chefbobbygeetha
Scroll Down for the Recipe after Links
Follow chef bobby geetha on.
Instagram : https://www.instagram.com/chefbobbygeetha
Books To Buy : https://www.chefbobbygeetha.com/books/
For chef consultancy : https://www.chefbobbygeetha.com/chef-consultancy/
For Master class or Private event : https://www.chefbobbygeetha.com/#master-class
Recommended Play list
Vegetarian
https://youtube.com/playlist?list=PLFA419350598F7188
Vegan
https://youtube.com/playlist?list=PLfvUxU4Gp5WtlTpZr3tnlndfJkbhxaX7I
Chicken Recipes
https://youtube.com/playlist?list=PLfvUxU4Gp5WuTfwB6fO8-Lms_mBMUTI75
INGREDIENTS
Rhubarb shoot peeled – 5 nos.
Mustard oil – 100 gm / 7 Tbspn
Onion seeds – 4 gm / ½ Tspn
Cumin seeds – 4 gm / ½ Tspn
Fennel seeds – 4 gm / ½ Tspn
Fenugreek seeds – 4 gm / ½ Tspn
Mustard seeds – 4 gm / ½ Tspn
Asafoetida powder – 4 gm / ½ Tspn
Chilli powder – 7 gm / 1 Tspn
Turmeric powder – 4 gm / ½ Tspn
Distilled malt vinegar – 25 gm / 1 ¾ Tbspn
Himalayan pink salt – to taste
METHOD
• Cut the rhubarb shoot into cubes and keep it in a bowl.
• Now heat a pan, pour mustard oil and allow oil to heat.
• Once the oil is hot add onion seeds, cumin seeds, fennel seeds, fenugreek seeds and mustard seeds.
• Allow it to temper.
• Reduce the flame and now add asafoetida powder, chilli powder and turmeric powder, mix well.
• Now pour distilled malt vinegar and add Himalayan pink salt.
• Mix everything and pour it into the bowl on top of the cut rhubarb.
• Combine everything together and allow it to cool down.
• Rhubarb pickle is ready to serve.
• Keep it in an airtight container to keep it fresh.
#bert #wsd #wordnet
This research uses BERT for Word Sense Disambiguation use case in NLP by modeling the entire problem as sentence classification task using the Gloss knowledge. They show state-of-art results on benchmark datasets.
⏩ Abstract: Word Sense Disambiguation (WSD) aims to find the exact sense of an ambiguous word in a particular context. Traditional supervised methods rarely take into consideration the lexical resources like WordNet, which are widely utilized in knowledge-based methods. Recent studies have shown the effectiveness of incorporating gloss (sense definition) into neural networks for WSD. However, compared with traditional word expert supervised methods, they have not achieved much improvement. In this paper, we focus on how to better leverage gloss knowledge in a supervised neural WSD system. We construct context-gloss pairs and propose three BERT-based models for WSD. We fine-tune the pre-trained BERT model on SemCor3.0 training corpus and the experimental results on several English all-words WSD benchmark datasets show that our approach outperforms the state-of-the-art systems.
Please feel free to share out the content and subscribe to my channel :)
⏩ Subscribe - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1
⏩ OUTLINE:
0:00 - Abstract
01:46 - Task Definition
02:11 - Data Collection approach
02:30 - WordNet Overview
03:35 - Sentence construction method table overview
05:27 - BERT(Token-CLS)
06:41 - GlossBERT
07:52 - Context-Gloss Pair with Weak Supervision
08:55 - GlossBERT(Token-CLS)
09:20 - GlossBERT(Sent-CLS)
09:44 - GlossBERT(Sent-CLS-WS)
10:09 - Results
⏩ Paper Title: GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
⏩ Paper: https://arxiv.org/abs/1908.07245v4
⏩ Code: https://github.com/HSLCY/GlossBERT
⏩ Author: Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang
⏩ Organisation: Fudan University
⏩ IMPORTANT LINKS
Full Playlist on BERT usecases in NLP: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Text Data Augmentation Techniques: https://www.youtube.com/watch?v=9O9scQb4sNo&list=PLsAqq9lZFOtUg63g_95OuV-R2GhV1UiIZ
Full Playlist on Text Summarization: https://www.youtube.com/watch?v=kC5kP1dPAzc&list=PLsAqq9lZFOtV8jYq3JlkqPQUN5QxcWq0f
Full Playlist on Machine Learning with Graphs: https://www.youtube.com/watch?v=-uJL_ANy1jc&list=PLsAqq9lZFOtU7tT6mDXX_fhv1R1-jGiYf
Full Playlist on Evaluating NLG Systems: https://www.youtube.com/watch?v=-CIlz-5um7U&list=PLsAqq9lZFOtXlzg5RNyV00ueE89PwnCbu
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Please feel free to share out the content and subscribe to my channel :)
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Tools I use for making videos :)
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#techviz #datascienceguy #ai #researchpaper #naturallanguageprocessing #bart
Captain Disillusion gets his hands wet with some experiments, and lets you watch.
Please consider supporting my videos on: http://www.patreon.com/CaptainDisillusion
Ambiguity is tough for computers. It can be tough for humans to disambiguate ambiguous terms, but we tend to be pretty good at it. To be great at it you need context. That is what Stremor's Liquid helium does. It figures out the context of words and disambiguates them.
Courland is one of the historical and cultural regions of Latvia.
Courland may also refer to:
Political entitiesBishopric of Courland, an ecclesiastical state in the Livonian Confederation 1254-1562
Duchy of Courland and Semigallia, 1561–1795 (including a list of dukes)
Duchess of Courland, a list
Courland Governorate, a Baltic governorate of the Russian Empire 1795–1915
Provisional Land Council of Courland, 1917
Duchy of Courland and Semigallia (1918), a short-lived client state of the German EmpireOther usesCourland (Saeima constituency), constituency of the Saeima, the national legislature of Latvia
Courland Peninsula, the north-western part of Courland
Courland Pocket, the part of the Courland Peninsula in which Axis forces were confined by the Red Army July 1944 - May 1945
Army Group Courland, Axis forces in the Courland Pocket January - May 1945
Source: https://en.wikipedia.org/wiki/Courland_(disambiguation)
Created with WikipediaReaderReborn (c) WikipediaReader
Replay the Full Stream: https://youtu.be/uSMsAtBev4g
Replay the Full Game: https://www.chess.com/events/2022-chesscom-rapid-chess-championship-week-3-swiss/03/Dubov_Daniil-Martinez_Alcantara_Jose_Eduardo
The Chess.com Rapid Chess Championship is a world-class online rapid event series for the top-100 players, top 10 women, and top 10 Juniors in the world alongside 10 wildcards. These chess stars will be able to compete in weekly Swiss and knockout events to fight for the top of the standings and their share of the $650,000 prize fund—the largest prize fund in Chess.com's history.
Rapid Chess Championship 2022:
⏰ https://go.chess.com/RCC
Follow us here:
✅ Sign up for FREE online play: http://www.Chess.com
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#chess #rapidchess #dubov
https://github.com/dsarchives/NLTK
Hello everyone, welcome back!
In this video, we'll learn about WSD(Word Sense Disambiguation)
In computational linguistics, word-sense disambiguation is an open problem concerned with identifying which sense of a word is used in a sentence.
NLTK use lesk algorithm for that
In natural language processing, word sense disambiguation (WSD) is the problem of determining which "sense" (meaning) of a word is activated by the use of the word in a particular context
Given an ambiguous word and the context in which the word occurs, Lesk returns a Synset with the highest number of overlapping words between the context sentence and different definitions from each Synset.
#wsd #nltk #tutorials
What's the difference between the various DeLonghi Dedica models? There is the EC680, EC685, EC785 and now the EC885. What gives? The Dedica has been around since 2013, originally released (and still being sold) as the EC 680. Since then, we have seen three newer models released, including the EC 685, the EC 785, and most recently the EC 885. Let us take a look at these different models, and their commonalities and differences. With this video, I hope to help decode the differences, and help buyers make their decision.
https://tomscoffeecorner.com/delonghi-dedica-ec680-ec685-ec785-ec885-whats-the-difference
-------------------------------Products used/recommended in this video---------------------------------------------------
(these are affiliate links that help fund videos like this, at no extra cost to you)
►DeLonghi Dedica EC685:
🇩🇪 https://amzn.to/3Ak7mFr
🇺🇸 https://amzn.to/3GStdpX
🇬🇧 https://amzn.to/3yfHqu6
🇨🇦 https://amzn.to/3537jCa
🇦🇺 https://amzn.to/3a9qhdq
🇫🇷 https://amzn.to/3QZX7xT
🇵🇱 https://amzn.to/3I8wSBp
🇮🇹 https://amzn.to/3xJkQuW
►Dedica EC885:
🇺🇸 https://amzn.to/3OTzvZP
🇩🇪 https://amzn.to/3RtAy3R
🇮🇹 https://amzn.to/3e4Po2O
🇫🇷 https://amzn.to/3E8hLI9
🇪🇸 https://amzn.to/3dYwL0s
🇳🇱 https://amzn.to/3ya6nrr
🇨🇦 https://amzn.to/3y6ivZL
🇦🇺 https://amzn.to/3OQyotY
►Dedica EC785:
🇩🇪 https://amzn.to/3QZZkcB
🇫🇷 https://amzn.to/3y3T1fw
🇵🇱 https://amzn.to/3Ov0wmJ
🇮🇹 https://amzn.to/3yyIMBe
🇬🇧 https://amzn.to/3P0I0md
🛠 All the Dedica Gear: https://kit.co/tomscoffeecorner/delonghi-dedica-accessories (Amazon)
🛠 Grinder Suggestions: https://kit.co/tomscoffeecorner/grinder-suggestions (Amazon)
(*As an Amazon Associate I earn from qualifying purchases)
Chapters:
0:00 Intro
0:44 Dedica Commonalities
1:47 EC685
2:31 EC785
3:00 EC885
3:41 Which Model to Buy?
Specifications:
- 15 bar pressure heating system
- 15 cm wide, or 6 inches wide
- 149 x 330 x 303 mm (width x length, height)
- 1.1 liter water tank
- 1300 watts
- stainless steel finish
- auto stand-by
- removable water tank
- removable drip tray
- fast thermoblock system
- ESE pod compatible
AFFILIATE DISCLOSURE:
Some of the links used in the description will direct you to Amazon, as an Amazon Associate I earn from qualifying purchases at no additional cost to you.. Affiliate commissions help fund videos like this one.
#delonghidedicacomparison #tomscoffeecorner #delonghidedica
Rhubarb pickle - a different pickle to make at home when rhubarb is in season . You can eat this with rice and dal .
#rhubarbrecipe #rhubarbpickle #rhubarbachar
Thank you for subscribing
Recipe by @chefbobbygeetha
Scroll Down for the Recipe after Links
Follow chef bobby geetha on.
Instagram : https://www.instagram.com/chefbobbygeetha
Books To Buy : https://www.chefbobbygeetha.com/books/
For chef consultancy : https://www.chefbobbygeetha.com/chef-consultancy/
For Master class or Private event : https://www.chefbobbygeetha.com/#master-class
Recommended Play list
Vegetarian
https://youtube.com/playlist?list=PLFA419350598F7188
Vegan
https://youtube.com/playlist?list=PLfvUxU4Gp5WtlTpZr3tnlndfJkbhxaX7I
Chicken Recipes
https://youtube.com/playlist?list=PLfvUxU4Gp5WuTfwB6fO8-Lms_mBMUTI75
INGREDIENTS
Rhubarb shoot peeled – 5 nos.
Mustard oil – 100 gm / 7 Tbspn
Onion seeds – 4 gm / ½ Tspn
Cumin seeds – 4 gm / ½ Tspn
Fennel seeds – 4 gm / ½ Tspn
Fenugreek seeds – 4 gm / ½ Tspn
Mustard seeds – 4 gm / ½ Tspn
Asafoetida powder – 4 gm / ½ Tspn
Chilli powder – 7 gm / 1 Tspn
Turmeric powder – 4 gm / ½ Tspn
Distilled malt vinegar – 25 gm / 1 ¾ Tbspn
Himalayan pink salt – to taste
METHOD
• Cut the rhubarb shoot into cubes and keep it in a bowl.
• Now heat a pan, pour mustard oil and allow oil to heat.
• Once the oil is hot add onion seeds, cumin seeds, fennel seeds, fenugreek seeds and mustard seeds.
• Allow it to temper.
• Reduce the flame and now add asafoetida powder, chilli powder and turmeric powder, mix well.
• Now pour distilled malt vinegar and add Himalayan pink salt.
• Mix everything and pour it into the bowl on top of the cut rhubarb.
• Combine everything together and allow it to cool down.
• Rhubarb pickle is ready to serve.
• Keep it in an airtight container to keep it fresh.
Voi is a marketplace for the agricultural and meat products from the fertile Taita Hills as well as other surrounding areas. Voi's town centre consists of mostly general stores, shops, markets, kiosks and a few hotels. Most lodges that service tourists for the national park are located in the suburbs at the edge of town. The Voi Sisal Estates are located to the west of the town. A large squatter community exists in the Mwatate Sisal Estates, also to the west of town.
History
According to local history the name of town comes from a slave trader called Chief Kivoi who settled near the Voi River about 400 years ago. There after the village grew as a trading centre for the local Taita people with other Kenyan tribes and Arabs.
The town started to grow at the end of the 19th century when the Uganda Railway was constructed. People started to move in to work on the railway and the nearby sisal estates. However, township status with an area of about 16.27 square kilometres (6.28sqmi) was not granted until 1932. The town has long since outgrown the original grant.