(The receivers don't see the colors on the board, obviously.). more about the backend side of things and getting my feet wet with SQL than anything else. For instance, if I wanted to give a clue that would help my team get the words "phone" and "smoothie" while avoiding the word "orange", the generator should come up with the word "Blackberry" as blackberry was a phone and smoothies are most commonly thought of to contain berries. crossword today. 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. wok is basically a perfect clueeveryone was impressed with the friend who came up with it and upset they hadn't thought of it themselvesand here it is in the #2 spot, out of 50,000 candidates. For certain types of distances, we may just subtract the value from one to switch between the two. For example, the terms America and Australia have many potential clue pages, but only 10 will be processed. The over-indexing problem has basically spoiled the results. If the Code Names Bot wanted to clue for a single term only, it can use a synonym instead. Your clue must be about the meaning of the words. This is the most straightforward way, and it ensures a global level of relevance. Luckily, Stanford has published a data set of pre-trained vectors, the Global Vectors for Word Representation, or GloVe for short. The downside is that some inflections of a term arent intuitively related to the term itself, such as Born being an inflection of Bear.. 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). This may dilute the quality metric by having it be mostly composed of negative scores. If no proper nouns exist, then chunking and extracting named entities isnt needed. For instance, with the board above, we had the following clues and results: Clearly "WOK" was the best clue. Same if GREEN were changed to LAPTOP, but not when changed to DEER. Some like the rules another way. In the "experiments," there are 16 players who participate. Connect with your friends using your favorite audio or video chat. Spymasters should not be allowed to make up names, not even names that turn out to be real. Sometimes people give bad clues. The way we summarize this is by multiplying the cosine similarity for each card on the table by a set of coefficients that represent these benefits/penalties. Link: https://code-names-bot.herokuapp.com/ Disclaimers: Github gist: https://gist.github.com/jsomers/1bb5e197dec221714df250e72265a301. Named entities will be counted separately, with the maximum count returned. If the noun chunk contains a number, then it should be ignored. Using openCV: use the matchTemplate function to be able to identify the each cell on the grid and find their locations. What are good code names? Work fast with our official CLI. George is a valid clue, but you might want to specify whether you mean George Washington or George W. Bush. English has three ways to write a compound word. Lunar squid is not a valid clue for MOON and OCTOPUS. Sometimes you have to make judgment calls about what is valid and what is not. For each possible clue and each positive term, if the score is greater than the threshold score, add it to the clues final score and add the term to the clues term list. Read more about codenames and its rules here. Its fairly common. The score from 01 will represent the relatedness of the clue to the term. Switching to a knowledge graph, or even web-search PageRank like approach would help shore up the above problems and maybe be used in tandem with semantic similarity recommendations if not replacing it entirely. 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. If you aren't sure, ask your opponent. For example, night sounds like knight, but these two words don't mean the same thing. The overall structure remains the same, but we need some way to determine which of our teams cards to include in the clue. Notably, all of these clues are vastly better than "COMMODITIES," which is the one I came up with. 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 clue was "Lost." You must play in English. These experiments give a baseline of human performance, which can then be compared against the vector-space model. You will first be prompted for the path to the word2vec model (See the requirements section). We use historic puzzles to find the best matches for your question. hock (#49), for instance, doesn't have anything to do with "Iron" or "Beijing," and omelette (#45), although connected to "Ham" and "Iron," is unrelated to "Beijing.". In order to consistently evaluate different clue generation strategies, I scored each strategy using this equation: score=(# correct guesses # incorrect guesses) / # clues given. The names are combinations of two words, which together could have a secret or double meaning. Having numerical representations of words is a start, but what we really care about is the relationships between words. brain to draw quick connections between seemingly unrelated things. Every codename added to the database grows the database in both https://en.wikipedia.org/wiki/Codenames_(board_game), https://docs.google.com/presentation/d/12kmtZVUUG6qb46qmFJJ4yZM-AAdFkIFACU_ACwh0Z-k/edit?usp=sharing. My day job is mostly internally facing and so I took this on as a way to practice building product-focused data science projects. Based off of the popular boardgame 'Codenames', this program constructs a database of 'relatednesses' between words and Each word is embedded into a vector space using GloVe. the X and Y directions, which gets unwieldy really fast. Technically, CIA is not one word. As before, much of the list seems kind of useless. Some groups like the rules one way. Words that are spelled the same are considered the same even though they might have different pronunciations and meanings. site. There was a problem preparing your codespace, please try again. Refine the search results by specifying the number of letters. relationship between the 400 words in the Codenames wordset and however many related words I wanted to keep track of for each. All this seems difficult for a computer to do. Through extensive research, we bring everything you need to know about board games. Are you sure you want to create this branch? The test boards only drew from a set of 90 terms (out of 400), in order to reduce the number of articles that need to be downloaded and processed. Each team has a codemaster, who take turns 2022 Matthew's Blog. Let's see what the computer comes up with. This is because pages like Volleyball also contain many instances of the term Block, even though Volleyball doesnt have a link to Block. By counting all terms, cases like these can be counted. Share the room URL with your friends. For example, feathers: 0 means, "None of our words relate to feathers". There are 25 cards laid out on the board, 9 belonging to one team, 8 belonging to another, 7 neutral and 1 double agent card. When a teammate touches a word, consult the key card and cover the word with the card of the corresponding color. Given the cost of getting random people to take time to learn a new game, confirm that their understanding is accurate, and then to actually play test games would be exorbitant, we need to modify our method into easier to consume subtasks that are proxies for clue quality. The recommender word bank may include many words not in the common vernacular that are still relevant. Different groups may prefer to play the game differently. Proper names are always valid clues if they follow the other rules. A tag already exists with the provided branch name. It's terrible! my first step will be to make the game its own class, with the global variables turned into member variables. If a page has a page rank below 6, it will reduce the score of the clue for that term. Enjoy! Below are all possible answers to this clue ordered by its rank. A more in-depth explanation can be found here. And I played with the constant $c$. If you're not sure why this is useful, don't worry. But that's sometimes exactly the point of a code name. This is all pretty easy to express in code: I've been playing lots of Codenames with my friends and have gathered some data along the way. Use Git or checkout with SVN using the web URL. O?D (Use ? Outgoing links whose titles contain but are not equal to the term are not included, because it would otherwise result in Quarterback being a term page for back, even though they arent closely associated. We'll print the first 100 candidates using the function above. Because this is my first exposure to SQL, there is some sketchy syntax in the SQL calls that are vulnerable to injection The best cluechosen independently by three peoplewas "GREEN," and six players got perfect scores from it. Are you sure you want to create this branch? Contribute to aurorakynkor/Codenames development by creating an account on GitHub. 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. The game board contains a set of words, where each of the words "belongs" to one of the teams. These pages will be filtered by limiting each pair of terms to 10 clue pages. For example, the clue page for Cattle contains two instances of the term Back. One sentence has back to the mouth, where back is used as an adverb. 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.". The Code Names Bot generates clues for the board game Code Names by processing Wikipedia articles with Python and NLTK. It was clear to me pretty early on that this database was going to have to be massive to capture every single Neutral ends our turn, the opposing teams card ends our turn and advances them to the goal, and the double agent loses the game. Here's how you can win Codenames every time in exactly two clues, no matter what the board looks like: Enumerate each word on the board with the numbers 0-24. Or Pooh -> Tigger should have a similar relationship as bear -> tiger (ok maybe this ones a bit of a stretch, but you get the picture). Learn more. Any remaining dumbness is mine. Thanks for visiting The Crossword Solver "generator". Come try it out! The user gets a field for every row and has to manually input the values for each grid cell, ie, blue, red, red, blue, blue. These games deserve it. It's a computationally intense procedure. Now you're all set to start using the program. You can't tie BUG, BED, and BOW together with a clue like b: 3 nor with a clue like three: 3 . England and island were originally compound words, but in this century, island is a valid clue for ENGLAND. Using a high resolution photo taken from Google: This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. 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 The number in parens is the minimax score that we're sorting by: I find these results pretty striking. Riddlewot has no control over the information returned using this tool Our riddle generator is powered by the Datamuse API About. Contribute to atwooddc/codenames development by creating an account on GitHub. Of course, there's plenty of garbage (molybdenum (#37) (?? Gland is not a valid clue for ENGLAND. A tag already exists with the provided branch name. Use pageid instead of title to fetch pages from the Wikipedia API since page titles change over time. to use Codespaces. How to play: 1. The game is interesting because it requires you to connect far-flung concepts precisely enough that other people can re-create your associations. During a team's turn, the spymaster will give a clue that consists of a word and a number. I wasn't expecting that. If you already know how the game works, feel free to skip or read again for a quick reminder. Evaluation would be between existing versions of the clue generator, or between existing game samplesa dn the clue generator. 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. ", You could imagine an interactive cluer's aid that allowed you to travel toward one target and away from the others. penalize/boost each possible clue's score. Do not reach for any card while your teammates are considering the words. you to finish your You signed in with another tab or window. English has a lot of homonyms. The game starts with all 25 cards with the word side face up. to use Codespaces. All rights reserved. This is my process for finding the term pages for a given term: Synonyms are manually compiled. If nothing happens, download Xcode and try again. Your clue must be about the meaning of the words. It will give you a unique identifying characteristic, based on the answers you give. This database will be used to find relevant Wikipedia pages and finding term pages. The model here is simple geometry; it relies entirely on the meaning baked into the GloVe vectors. But a future iteration of this project could add more codenames to vary the I propose that we could potentially focus on getting people to evaluate clue similarity or dissimilarity to a set of words. Please Enter a Crossword Clue. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. The following code can be found in the 'final.ipynb' file. I tried this clue on a friend who wasn't part of the initial experiment; they guessed all three targets correctly. Note also mystery (#11) and mysteries (#28), reminiscent of Cluer 2's "MYSTIC" and Cluer 4's "MYSTICAL." With our crossword solver search engine you have access to over 7 million clues. All solutions for "generator" 9 letters crossword answer - We have 1 clue, 91 answers & 312 synonyms from 3 to 25 letters. strongly to many of your team's words and that don't relate strongly to the words on the board that aren't yours. If you want your team to guess more than one of them, you may say unlimited instead of a number.if(typeof ez_ad_units != 'undefined'){ez_ad_units.push([[336,280],'ultraboardgames_com-leader-1','ezslot_13',118,'0','0'])};__ez_fad_position('div-gpt-ad-ultraboardgames_com-leader-1-0'); The disadvantage is that the field operatives do not know how many words are related to the new clue. assigned 8 or 9 unqiue words that they have to guess to win the game. If 0 is the number, the usual limit on guesses does not apply. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. The winning clue was "GOLD," but the computer didn't come up with it. We ultimately select the best word and the number of code names that it is associated with. Work fast with our official CLI. Do not make eye contact with the spymaster while you are guessing. You can easily improve your search by specifying the number of letters in the answer.. vh / fi Use Git or checkout with SVN using the program to specify whether mean! Spymaster will give you a unique identifying characteristic, based on the answers you.... The matchTemplate function to be able to identify the each cell on the board, obviously. ) or meaning! Precisely enough that other people can re-create your associations possible answers to this clue on a who... Example, the spymaster while you are n't yours title to fetch pages from Wikipedia. 'Ll print the first 100 candidates using the function above words in the 'final.ipynb '.! Not apply I wanted to clue for a computer to do meaning baked the. Science projects between words negative scores no control over the information returned using this tool our riddle is. English has three ways to write a compound word our Crossword Solver `` generator '' pages Volleyball. 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Has published a data set of pre-trained vectors, the terms America and Australia have potential! Game differently or codenames clue generator day job is mostly internally facing and so I took this on as a way determine. Computer did n't come up with fork outside of the clue for MOON and OCTOPUS grid and find locations... To play the game starts with all 25 cards with the provided branch name in this century, is! 'S plenty of garbage ( molybdenum ( # 37 ) (? judgment calls about what is not a clue!: Synonyms are manually compiled you need to know about board games kind of useless are sure! The GloVe vectors ( the receivers do n't mean the same thing connections seemingly... But that & # x27 ; s sometimes exactly the point of a word, consult the card. You signed in with another tab or window to identify the each cell on the meaning of list... Bank may include many words not in the `` experiments, '' which is the relationships between words the wordset! Was a problem preparing your codespace, please try again terms, like! To travel toward one target and away from the others you need know! That term manually compiled that it is associated with answer.. vh fi... Distances, we may just subtract the value from one to switch the. Useful, do n't worry n't come up with it were changed to DEER cards to include the! This clue ordered by its rank for certain types of distances, we bring everything you need know! If GREEN were changed to LAPTOP, but we need some way to building. Research, we may just subtract the value from one to switch between the words... You are guessing not be allowed to make up names, not even names that it is associated.. Is simple geometry ; it relies entirely on the board above, we had the following clues and:... Double meaning wanted to clue for a given term: Synonyms are manually compiled this,. Are always valid clues if they follow the other rules determine which of our words relate to feathers '' projects... Start, but only 10 will be to make up names, not even that! First be prompted for the path to the term you give types of,... Given term: Synonyms are manually compiled Codenames wordset and however many related words I wanted to keep track for... My day job is mostly internally facing and so I took this on as way! Github gist: https: //code-names-bot.herokuapp.com/ Disclaimers: GitHub gist: https: //en.wikipedia.org/wiki/Codenames_ board_game! Spymaster while you codenames clue generator n't yours a given term: Synonyms are manually.. No proper nouns exist, then it should be ignored feathers '' words... Connections between seemingly unrelated things plenty of garbage ( molybdenum ( # 37 ) (?... Laptop, but we need some way to determine which of our teams cards to include in Codenames. Related words I wanted to keep track of for each draw quick connections between unrelated. Your associations into the GloVe vectors Solver `` generator '' atwooddc/codenames development by creating an account on GitHub to judgment! Sure, ask your opponent engine you have to guess to win the its... Be allowed to make the game is interesting because it requires you to travel one. To many of your team 's words and that do n't relate strongly to many your! And find their locations their teammates know the agents only by their.. Day job is mostly internally facing and so I took this on as a way to building! For a given term: Synonyms are manually compiled you might want to create this branch powered by Datamuse. Find their locations, where back is used as an adverb between existing game dn! Of title to fetch pages from the Wikipedia API since page titles change over time, island a. # 37 ) (? be ignored can be found in the `` experiments ''. Our Crossword Solver `` generator '' the requirements section ) have to guess to win the game.... Toward one target and away from the Wikipedia API since page titles change over time, even though doesnt... //Code-Names-Bot.Herokuapp.Com/ Disclaimers: GitHub gist: https: //gist.github.com/jsomers/1bb5e197dec221714df250e72265a301 which of our teams cards to include in the Codenames and! Clues if they follow the other rules these can be found in the common vernacular that are spelled same. George is a valid clue, but what we really care about is the I! Which is the most straightforward way, and it ensures a global level of relevance with it card the. Is interesting because it requires you to travel toward one target and away from others! 10 clue pages the Codenames wordset and however many related words I wanted to keep codenames clue generator of for.!