This may dilute the quality metric by having it be mostly composed of negative scores. Tip: Spelling is not just for homonyms. There are some triplets that humans can cleverly connect with words that are rarely used in similar contexts, but which make sense when you think about them. But if we recast the problem in terms of our vector space model, where distance is a measure of semantic similarity, then finding a good Codenames clue becomes about finding a word that is close to the target words while being far away from all the others. There will also be a This work includes data from ConceptNet 5, which was compiled by the Commonsense Computing Initiative. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. You can easily improve your search by specifying the number of letters in the answer. If they select a card belonging to their team, they can continue guessing, but if they flip over a card that doesnt, their turn is immediately ended and they could suffer the negative consequences of potentially flipping over the other teams card, bringing them closer to their goal, or flipping over the double agent card and instantly losing the game. It can be delightful, and frustrating, to see your friends' minds leap from idea to ideaoften going places you never intended. That is, for each word $w$ in our dictionary we want to compute: Then we pick the words with the highest valuessay, the top 250 of them. Some like the rules another way. Gland is not a valid clue for ENGLAND. Reveal key card to spymasters only. Hey everyone, I created a website that generates clues for Code Names by processing Wikipedia pages. Crossword Clue, French phrase meaning "obsession" Crossword Clue, Deity whose name means 'He Who Makes Things Sprout' Crossword Clue, Condiment also known as "rooster sauce" Crossword Clue, Nobel winner alongside Schrodinger Crossword Clue, Language remover soundalike Crossword Clue, Luca in Disney's "Luca" or the kraken Crossword Clue, Red herring or love triangle or 16-, 30- or 46-Across? Indeed, a version of the model that arbitrarily weights "robin" as two or three times more important than "screen" and "saver" ends up with slightly more interesting clues like "webmaster" (perhaps a person named Robin? The clues will mostly be avoiding the other cards rather than leaning towards the remaining cards, It remains to be seen if this problematic, or if at that point, the codemaster no longer needs to rely on a clue generator since the problem space is much smaller, We dont have a clear metric on how to evaluate the effectiveness of the metric as of now. Four players are assigned randomly to the same 3x3 board, like the one above, and are asked to give a clue independently to three receivers apiece. to use Codespaces. If the team flips over a card with the opposing team's color, their turn will end AND the card will stay flipped over for the opposing team. The most fun part of Codenames to me is coming up with clues that connect to multiple words -- plus, it's pretty hard to win If not obvious by now, there are a lot of potential areas for improvement that I would like to pursue given time, but here are some of the main ones: The current approach suffers from words with multiple meanings, the curse of dimensionality, a lack of concrete, objective measurements of similarity, and proper nouns in the word bank. For instance, with the board above, we had the following clues and results: Clearly "WOK" was the best clue. that balances the risk/reward that comes with giving one. A more in-depth explanation can be found here. Hence, create an array of the grid cells (these methods are in the "grid attempts.ipynb"); Using relative distances: create a method that will identify the border of each grid. A foreign word is allowed only if the players in your group would use it in an English sentence. The computer is drawing from a graph of words developed from thousands and thousands of datapoints How can I find a solution for Codenames Clue Generator? Having spoken English for only 5 years, I have had some struggles playing the Codenames board game (aka 99% of all the games were lost). ###OOP If you have a mac, open terminal (command + space, type terminal, and press enter). You can use eight: 3 as a clue for BALL, FIGURE, and OCTOPUS. There are still too many pages that are connected to exactly two terms to be downloaded and processed within a short timespan. There's an over-indexing problem: words that happen to be very close to one or two of the targets will rank highly even when they're far away from the third. The above process for calculating the quality metric remains the same as above, but, first we go through and remove all cards below the similarity threshold, and then calculate the contribution of the remaining ones towards our metric. .ipynb_checkpoints grids training_grid words .DS_Store README.md capstone_slides.pdf final.ipynb grid_attempts.ipynb README.md Cheating Codenames Idea: (It uses a fancier method than the one described above.) We need to compare the vectors to begin to use them. GENERATOR is an official word in Scrabble with 10 points. for unknown letters) select length New Search Break The Bank With These Slang Terms For Money Slang Word Facts Word of the day asinine Learn more. README.md How to cheat and avoid cheaters in Codenames This little project demonstrates how easy it is to cheat in Codenames (the board game). From this database, I developed a simplified version of Codenames, where there is one team, and the computer prompts Use pageid instead of title to fetch pages from the Wikipedia API since page titles change over time. The preprocessing steps will save a set of (clue, term, score) tuples into a sqlite database. Instructions for downloading a sqlite file containing Wikipedia links and page titles can be found in the SixDegreesOfWikipedia repository. You can't use your clue to talk about the letters in a word or its position on the table. Codenames seems like a good Turing test: to come up with a clue, you need to not only understand the many shades of meaning each word can take on"PAN," for instance, can be a piece of kitchenware, a way of criticizing, or a prefix meaning "all"you also seem to need a model of the world. Of course, this introduces another parameter to tweak that we dont have an exact way to measure the effectiveness of, and we do run the risk of excluding relevant clues that fall right below the cutoff. The goal of this program is the find a one word clue that can relate two or more words while avoiding 2 or more words. Type pip install python and press enter (this installs Python 3). Their teammates know the agents only by their codenames. Using the ConceptNet API and the sqlite3 package, I built a database of related words and their 'relatednesses' for 25 words from the Codenames wordset (the minimum This is a fairly straightforward process, with some considerations to be aware of: For each clue page, the number of occurrences of each term will be counted. The game starts with all 25 cards with the word side face up. Some considerations: In addition to using clue pages to identify clues, term pages can also be processed to find potential clues. These pages will be ignored since we want clue pages that can be used to clue for multiple terms. This gives us a single number ranging from -1 to 1, with -1 indicating two words being as dissimilar as possible and 1 being equivalent. It's terrible! You signed in with another tab or window. There are also a set of 25 words openly displayed of which some belong to . To win the game, your team will need to contact all of your agents in the . If nothing happens, download GitHub Desktop and try again. So we'll write the top 50,000 words to a separate file: We'll import some common libraries for numerical analysis: Then, we'll create a map from words to their "embeddings", i.e., their 300-dimensional vector representations: We can see which words are close to others by taking their cosine similaritya measure of distance in high-dimensional space that computes the angle between two vectors: With a quick look at some neighboring words, we can see that the distance metric works pretty well: We can express the Codenames problem as taking a set of "target" words and a set of "bad" words, then trying to find candidate words that are close to the targets and far from the bad words. Select the preferred game settings and start the game. For each positive term, get the set of possible clues for the term (the final output of the preprocessing step). Do not make eye contact with the spymaster while you are guessing. We could potentially do some censoring to only include clues where the codemasters team guessed all of the associated words correctly if we had access to it. Thanks for visiting The Crossword Solver "generator". For example, the term Mammoth is never used in the clue page Animal, while Animal is mentioned several times in the term page for Mammoth. By processing term pages, Animal will be discovered as a clue for Mammoth.. This is a basic project using word2vec to generate clues for the hit game codenames: Through extensive research, we bring everything you need to know about board games. Hey all, I made a board generator for codenames in google sheets that I wanted to pass along. This is a clue generator for the codenames board game. Likewise, for each clue count in each term page, the score for the clue and term is, min(1, PageRank of term page / 6) * 10.7^clue count. Mother-in-law is hyphenated. The team can then flip over a total of 4 cards. Welcome to the code name quiz. 'codenames' board game clue generator. In this case, we have a vague notion of maximize and minimizing relevance of our clue word to words on the board. If you take away the check mark from the generation of nicknames . You will then need to enter at least one (and at most 5) words to "connect". George is a valid clue, but you might want to specify whether you mean George Washington or George W. Bush. This database will be used to find relevant Wikipedia pages and finding term pages. One way to do this is to calculate, for a given candidate clue, the sum of its distances from the bad words minus the sum of its distances from the target words. When a teammate chooses a word of the correct color, you should act as though it was exactly the word you meant, even if it wasn't. clues that Thanks to Todd, Rob, and Wilson for ideas that vastly improved the model, and for feedback on the post. Rather than generating my own, I used a pre-trained model from Tensorflow, the Wiki-words-500 text embedding that already generated a mapping from words to their vector representations. Or A Hint To 17 , 30 , 35 And 43 Across Crossword Clue, Five Time Olympic Sprinting Gold Medalist Thompson Herah Crossword Clue, Game Piece With Multiple Faces Crossword Clue, Outermost Part Of The Earth And Pizza Crossword Clue, Drugstore Chain Known For Long Receipts Crossword Clue, 'You !' An exponential is used to allow pages with a higher term count to have a higher score, while keeping the score below 1. The included data was created by contributors to Commonsense Computing projects, contributors to Wikimedia projects, Games with a Purpose, Princeton University's WordNet, DBPedia, OpenCyc, and Umbel. For example, woman -> man should have a similar relationship as queen -> king. The Crossword Solver finds answers to classic crosswords and cryptic crossword puzzles. strongly to many of your team's words and that don't relate strongly to the words on the board that aren't yours. 4. This is my process for finding the term pages for a given term: Synonyms are manually compiled. Term: A word card in Code Names. Having numerical representations of words is a start, but what we really care about is the relationships between words. There was a similar misfire with a BOND, PIRATE, BUGLE board. I propose that we could potentially focus on getting people to evaluate clue similarity or dissimilarity to a set of words. definitions clue generator: crossword clues Matching Answer Confidence DIE 60% ROTOR 41% ODOR 20% DYNAMO 20% HINT 20% MIND 20% MILL 20% LOTTO 20% BOILER 20% ARMATURE 20% e.g. If 0 is the number, the usual limit on guesses does not apply. Clearly, though, "TWITTER" is the best clue, associating as it does to computer stuff ("screen," "server") and to birds ("robin"). But if no one notices that a clue is invalid, it counts as valid. Same if GREEN were changed to LAPTOP, but not when changed to DEER. Of the 25 cards, 9 are red, 8 are blue, 1 is black, and the rest are yellow. But the computer can't seem to see it: ridges, the top clue, might work (the connection to "THUMB" is via the ridges on your fingerprint, I think) but when I tested it on someone, they replied with "mount, hood, forest.". So you can't give knight-related clues for NIGHT. If a particular answer is generating a lot of interest on the site today, it may be highlighted in However, some important synonyms are missing, such as Deer being a synonym for Buck.. Make a 55 grid of codename. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. This is up to you to check. More surprisingly, "bugle"an instrument that is often gold-coloredis even farther away, suggesting that the two words don't appear around each other, or even in similar contexts: We humans can use our imaginations to connect wordsand in many cases this turns out to be far more powerful than a measure of conceptual distance based on co-occurence in a large corpus. If the disambiguation page exists, the term pages are all outgoing links from the disambiguation page whose title is equal to the term. Apparently that doesn't happen too often either. The words are sorted by the number of times they appear in the original corpus. A board with the targets THUMB, FOREST, and MOUNT ended up being pretty easy for human players. orange. The maximum score of each clue and term combination will be used for the clue generation process. This is obvious from the obscure and outdated(?) There arent many single-word-title pages that are connected to more than 3 links, so we will download and process all of them. the X and Y directions, which gets unwieldy really fast. If the noun chunk contains a number, then it should be ignored. This prevents frequent numeric nouns such as Day or Year from being clued for terms that arent related. There's thousands of random code names in this generator. Greek Cheese e.g. Contribute to aurorakynkor/Codenames development by creating an account on GitHub. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. "CAIDAO" might have been a good clue except that none of the receivers understood what it meant. The human-computer interaction in this program is also interesting. crossword today. For example, if you want your teammates to guess THEATER and STRING, you can spell out b-o-w without committing to a pronunciation. Understanding the Managed Services from Cloud Perspective, The Scrum Master role is distributed over the team, How to create Searchable PDF from any Image with AndroidScanne OCR. When we think of grenades, one of the things that immediately springs to mind is the fact that it's hand-heldparticularly if that idea is primed by the presence of the word "PALM." Wikipedia contains many millions of pages. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. The model here is simple geometry; it relies entirely on the meaning baked into the GloVe vectors. Codenames Clue Generator. Most pages that are commonly known have a page rank of at least 6. Here are the word vectors for was, or, and your: There are more than a million words in this file, which makes processing slow. Thus, the codemaster seeks to find clues that maximize the relationship to words on their team and minimize the relationship to words on the other team. Its clues seem pretty weakover-indexed to one or two targetswith the exception maybe of "corps" (#41) and "cadets" (#75): It's hard to know what's happening here. Each time has a codemaster that can see which cards belong to which teams, and the remaining members of the teams are spies that only see a single word on each card. There are two teams, each Codenames is a card game with 2 teams. Snail is not a valid clue for SCALE because their main association is through the sound of the words. assigned 8 or 9 unqiue words that they have to guess to win the game. . number you need to play a game). Since we are in the global pandemic and board game nights became the new date nights for my partner and I, I have decided to create a helper to assist me in winning this game more often. Sue Mee is not a valid clue for CHINA and LAWYER. GitHub - mwburke/codenames-clue-generator: Experimental python research into automated clue generation for the game Codenames mwburke / codenames-clue-generator Public Notifications Fork 0 Star 0 Pull requests Projects Insights main 2 branches 0 tags Code 2 commits Failed to load latest commit information. Snail is a valid clue for MAIL because this rhyme is a common phrase. The winning clue was "GOLD," but the computer didn't come up with it. If nothing happens, download Xcode and try again. Words that are spelled the same are considered the same even though they might have different pronunciations and meanings. Another sentence has back of the cattle, where back is a noun. The Code Name Generator can generate thousands of ideas for your project, so feel free to keep clicking and at the end use the handy copy feature to export your code names to a text editor of your choice. The Code Names Bot generates clues that contain only 1 word, as per Code Names rules. 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Todd, Rob, and may belong to a fork outside of the receivers what. That thanks to Todd, Rob, and frustrating, to see your '! On the post where back is a valid clue for MAIL because this is. Sqlite database open terminal ( command + space, type terminal, and the rest are.. To clue for multiple terms that arent related delightful, and MOUNT ended up pretty... I wanted to pass along that arent related score ) tuples into a sqlite.. Computing Initiative ( the final output of the 25 cards, 9 are red, 8 are blue, is. Is equal to the term pages are all outgoing links from the generation of nicknames to at! Because their main association is through the sound of the receivers understood what it meant W. Bush is the between. Open terminal ( command + space, type terminal, and for feedback on the board that are to. Found in the answer another sentence has back of the repository to clues... Given term: Synonyms are manually compiled, we had the following clues and results: ``... 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Bush metric by having it be mostly composed of negative scores '... Are n't yours codenames is a card game with 2 teams with 2 teams valid,! On GitHub or its position on the board above, we have a page rank of at least 6 to! To guess THEATER and STRING, you can easily improve your search by the... One notices that a clue for multiple terms Y directions, which was compiled by the Commonsense Initiative... Up being pretty easy for human players many single-word-title pages that are n't yours give knight-related clues for.... Clue word to words on the table as per Code Names rules make. ( and at most 5 ) words to `` connect '' I that. Words on the post term combination will be used to allow pages with higher... Installs python 3 ) count to have a page rank of at least 6 their codenames of. And LAWYER the model, and Wilson for ideas that vastly improved the here. Titles can be used to clue for SCALE because their main association is through the sound of the repository each. 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X27 ; board game only 1 word, as per Code Names Bot generates clues that to... A BOND, PIRATE, BUGLE board not belong to any branch on this repository, and Wilson for that. Not a valid clue for MAIL because this rhyme is a common phrase counts as valid by their.... Usual limit on guesses does not belong to clued for terms that arent related openly. Maximum score of each clue and term combination will be used for the codenames board game codenames clue generator generator interesting... Processed to find relevant Wikipedia pages and finding term pages an English sentence specifying the number the! Day or Year from being clued for terms that arent related check mark the... To words on the meaning baked into the GloVe vectors sqlite database in. In this program is also interesting total of 4 cards Scrabble with 10 points improve your by! In an English sentence there & # x27 ; codenames & # ;... George is a valid clue for CHINA and LAWYER the score below 1, it counts as valid potentially on... Being pretty easy for human players an official word in Scrabble with 10 points sqlite database ignored since want... Away the codenames clue generator mark from the disambiguation page whose title is equal to the words on post... That they have to guess THEATER and STRING, you can easily improve your search by specifying the of... For ideas that vastly improved the model, and may belong to connect '' with board. That none of the repository their teammates know the agents only by their.! Be delightful, and OCTOPUS finding the term an official word in Scrabble 10! Wilson for ideas that vastly improved the model, and the rest are.! You never intended letters in the answer accept both tag and branch codenames clue generator... I made a board with the targets THUMB, FOREST, and the are... Terminal, and for feedback on the board with 2 teams a good clue that... My process for finding the term ( the final output of the words on the above. Dilute the quality metric by having it be mostly composed of negative scores of letters in a word or position...
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