I experimented with different scoring modelsI tried taking the product of the distances, and the mean; I tried using the logit function to "spread out" the cosine similarity measure, so that the reward for closeness grew exponentially. To do this, just enter your first or last name in the input field. Generate all combinations of any size from a set of items. We are about to finish our work, and have 4 different but similar models, that we would like to compare between them. The bot determines if a word is a single word using the NLTK word tokenizer. Is it maybe that there aren't many co-occurrences of "gold" and "bond" in the Common Crawl corpus? 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. Yes you can. Downloading text only is faster since it wont contain unnecessary files such as images. This was the secret United States military project during World War Two that developed the first ever atomic bomb. Notably, all of these clues are vastly better than "COMMODITIES," which is the one I came up with. And everyone wants to avoid the assassin. These code or secret names are chosen for their meaning or for their obscurity, to confuse and mislead potential enemies, or simply for increased security. You should be able to find a copy of it in your backpack. Enjoy! You can unsubscribe at any time by clicking on the link in the footer of our email. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Clue words that relates to more of the teams words are better. Read more about codenames and its rules here. Create Room. 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. The game board contains a set of words, where each of the words belongs to one of the teams. The black word is the bomb; if your teammates say that one, they instantly lose the game. For example, in one game the red team had the word "JACK," but the blue team had the word "LONDON," making it impossible to give a clue like "author 2." That seems like the hard part. We will appreciate if you can help us evaluate our models by participating in a mini version of the game, just choose randomly one of those links: In the Codenames game, 2 teams compete. If no proper nouns exist, then chunking and extracting named entities isnt needed. Enter a Crossword Clue. The clue word should be related to some of the words that belong to the team (for example, if some of the teams words are Flying, Honey, Bugs, the clue word may be Bees). Generate random code names, codewords or cryptonyms for your projects, missions or operations easily! 7 Tips for Spymasters. This project was rewarding, and it definitely made me reflect on and appreciate the innate ability of the human The computer is drawing from a graph of words developed from thousands and thousands of datapoints The tan words are neutral or perhaps belong to your opponent. The other players on the team attempt to guess their team's words while avoiding the words of the other team. Luckily for us, we didn't had to do the hard work by ourselves and just pulled the vector representation out of the library. The human-computer interaction in this program is also interesting. You should be able to find a copy of it in your backpack. The words must be taken from the 400-word set of the Codenames board game. Does it weight in the effects of error, or does it consider all invalid picks the same? In this post, Ill talk about how I built a clue generator for the game Codenames that provides a list of potential clues, numbers and associated target words, all with Tensorflow. There are still too many pages that are connected to exactly two terms to be downloaded and processed within a short timespan. Additionally, by finding clues with a larger number of cards it relates to, they can increase their chance of beating the other team by finishing first, but they risk having a lower relevance to each of the target cards and higher chance of accidentally missing a connection for opposing cards. I experimented with using WordNet to produce synonyms for each term. You apply the key card to a random 5x5 grid of words. Riddlewot Riddle Generator Hi there! Enter the length or pattern for better results. You've selected 400 words. Perhaps one of the most iconic code names of all is that of the Manhattan Project. I specify how many words my clue is meant for to my partner, so that they don't guess additional words that may belong to the opposing team. It only considers the raw token grenade, and only "understands" it in relation to other tokens. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. Below are all possible answers to this clue ordered by its rank. Any remaining dumbness is mine. At the very least, it would be a more fair comparison, even if theres still a known source of error. Riddle Generator Overview. Because the rate limit of the ConceptNet API is relatively slow, So perhaps "Beijing" alone had conjured them up, and to some extent, the model got lucky.). Indeed ark might be a strictly better clue than "MALTA." Generate words and phrases for Charades party game. 2. Click the answer to find similar crossword clues. Yeah Id like to know your first question as well. (It uses a fancier method than the one described above.) The clue was "Lost." Word embeddings are a way to represent words quantitatively with a list of numbers, which we will refer to here as a vector. How does it works? Downloading pages using multiple threads or asynchronously will be much faster than using a single thread. We found more than, 2020 - 2023 Copyright: 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. O?D (Use ? Instructions for downloading a sqlite file containing Wikipedia links and page titles can be found in the SixDegreesOfWikipedia repository. Facebook Pinterest Telegram. The bot determines if a word is a single word using the NLTK word tokenizer. 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. 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. 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 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. And how long does finding a clue take roundabout? The goal is to get the team to guess which words the clue is indicating, and they select cards to turn over. For example, with the above key card, ORGAN and LAB are red; ROOT is blue; HORSESHOE is a bystander . By default, nicknames are generated in English. Click the answer to find similar crossword clues . Our expectation is that the win rates would be equal between groups, and any significant difference would be driven by access to the tool. Imo it's easier playing with friends as you have the same cultural references/touchpoints which you can play on, and you hopefully have an idea of how your group thinks. Learn more Click on the CREATE ROOM button. let's assume table in one of the "basic words", so it will have a high score at the vector representation of "play". The NLTK word tokenizer. Note also mystery (#11) and mysteries (#28), reminiscent of Cluer 2's "MYSTIC" and Cluer 4's "MYSTICAL." Character Counter. aslan didn't have a chance of appearing since it didn't make the original cutoff for inclusion in the dictionary (it's about the 57,000th word). The clue generator uses word2vec, a pre-trained model that is capable of representing words using vectors. For this case, I chose to work with cosine similarity, although I may look into other options in the future. After playing a lot in Codenames during quarantine, and have a lot of good time, Me and my friend decided to try and develop an algorithm to create the clues in the game. Create an account to follow your favorite communities and start taking part in conversations. 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. Neutral ends our turn, the opposing teams card ends our turn and advances them to the goal, and the double agent loses the game. We dont have any proper nouns in our word bank. For instance, with the board above, we had the following clues and results: Clearly "WOK" was the best clue. A guide to winning Codenames with only two clues, every time 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. Ive done it, others do it. This database will be used to find relevant Wikipedia pages and finding term pages. For example, if two field agents are working on the same case, they might use code names to avoid confusion. For each positive term, get the set of possible clues for the term (the final output of the preprocessing step). Want to earn more credits? This week I made a little app for playing the board game Codenames. The role of the spymaster is to come up with a single word clue for any number of their own team's agents. The clues are generated based on an analysis of the Priceton Wordnet database which was partially mapped to .mat files and stored in the Databasefolder. This is my process for finding the term pages for a given term: Synonyms are manually compiled. Additional research into more appropraite pre-trained word embeddings, Generate our own embeddings by training an NLP model on a corpus we designed for this, Add a relative score component for clue selection. Your clue must be about the meaning of the words. If both teams are guessing accurately, there will be few cards belonging to them and a higher concentration of neutral cards. Welcome to Codenames Selected website language: To enter the room, choose a nickname. Two teams, each having a Spymaster . Codenames: win or lose, it's fun to figure out the clues. It's as if "screen" and "server" combined have so much mass that we get trapped in a gravity well far away from "robin. 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. This Codenames - PlayTable hack online generator is undetectable because of proxy connection and our safety system. 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. 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. To create a new game or join an existing game, enter a game identifier and click 'GO'. It was fun to play and pretty challenging. The teams take turns having the codemaster provide a clue to their team made up of a single word and a number, with the clue relating to the number of cards on the board. Code names don't always make sense, both in the real world and in this generator. This task was accomplished through the construction of a network of undersea petroleum pipelines running beneath the English Channel, connecting England to France. You would get chided at a table for pulling out your phone to look up a word during a game, so don't do it online either. (When the target distances are smaller, it means the candidate is better.) If you're interested in getting a copy of Codenames or any of the reco. When it comes to code names, there is no one size fits all answer. Form #2 had an option saying "Option 11". Charades Generator. Same! cluing their respective teams to guess their words using just one word clues. penalize/boost each possible clue's score. Term page: A Wikipedia page that is related to a term. Codenames Cheatsheet This is a quick cheatsheet to help viewers understand the gameplay and icons of the Last Game Wins! You won't need to use any of the remaining cards for that round, so go ahead and put them away. We'll print the first 100 candidates using the function above. Subsequently, the evacuation of 5000 British citizens from Vietnam in 1975 was named Operation Frequent Wind. First use the tagger to check if proper nouns exist. Union all of these clue sets to get the set of possible clues for the positive terms. Crossword Clue: clue generator. The winning clue was "GOLD," but the computer didn't come up with it. that are so different from a human's frame of reference. This is the histogram by score for the subset of 90 terms used for testing: As seen, there are a large amount of pages that are only connected to one term. Create a Riddlewot account Credits: 150 A code name can be anything from a simple nickname to a complex system of encrypted messages. What words or phrases can help capture the essence of the project? Recommended for 4 or more players. What type of project does the name describe? How did you choose which 300 words to use as the "basic words" that form the axes of your vectorspace, and how did you determine the association of each game word to each basic word? The game Codenames involves cluing to one or multiple words using just a one word clue. Enjoy! For example, woman -> man should have a similar relationship as queen -> king. With our crossword solver search engine you have access to over 7 million clues. Shuffle up the deck nicely and pull out 25 of them randomly. This page generates a random key card for the board game Codenames Duet. plays a rudimentary, one-team version of Codenames. A tag already exists with the provided branch name. In the "experiments," there are 16 players who participate. 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. more about the backend side of things and getting my feet wet with SQL than anything else. When playing this game in person, I usually tailor my clues or guesses based on my knowledge of three main areas: associated words, news and world events, and personal experiences. relations each game. ConceptNet 5 is freely available under the Creative Commons Attribution-ShareAlike license (CC BY SA 4.0) from http://conceptnet.io. 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 developed from thousands and thousands of datapoints. Then continue exploring: You earned a coin! The real game is played on a 5x5 board, but here is a typical situation faced by a clue-giver: Should they be penalized just because theyre niche? The number of words is chosen deliberately. Hey everyone, I created a website that generates clues for Code Names by processing Wikipedia pages. The preprocessing steps will save a set of (clue, term, score) tuples into a sqlite database. The ideal method would be to test a bunch of games with randomly assigned teams, and provide the test teams with access to the clue recommendations. Are you sure you want to create this branch? i don't think that's a legal clue. Creating a Code Names Clue Generator | by Nalu Zou | Medium 500 Apologies, but something went wrong on our end. Codenames is a Czech board game by Vlaada Chvtil where the goal is to say a one-word clue to your teammates in order to get them to choose correctly from the words laid out on the table. Picking neutral is a pretty safe mistake. (e.g. Experimental python research into automated clue generation for the game Codenames. Crossword Clue Crossword Clue, Build Up Credit Union's Leader With Great Coverage Crossword Clue, Flower In Beer Garden's Half Gone To Seed Crossword Clue, Apple : Siri / Amazon : Crossword Clue, Saskatchewan Canadian Forces Base Crossword Clue, Triangular Indian appetizer Crossword Clue, *Crime lab scientist (letters 8-10) Crossword Clue, One chasing sweet success? Easy Online Codename Generator - Generate code names for your projects EasyCodename .com brain to draw quick connections between seemingly unrelated things. However, the time required to get volunteers and acquire data seems impractical, so are there any other ways we can perform testing? This project was The overall structure remains the same, but we need some way to determine which of our teams cards to include in the clue. Our Codenames - PlayTable Hack has very simply interface to produce it simple to use. This will be used to prevent obscure clues such as Electrolite, a song, from being clued for terms such as Piano.. The best cluechosen independently by three peoplewas "GREEN," and six players got perfect scores from it. Each word is embedded into a vector space using GloVe. The model here is simple geometry; it relies entirely on the meaning baked into the GloVe vectors. This code name was chosen to invoke a parallel with the harsh but serene beauty of the sandy desert landscape of Kuwait, the source of much of the conflict in the region. 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. Enjoy the game! You should experiment to find out what your group likes. It was also calculated to be both intimidating and symbolic, instilling fear in enemy forces. By contrast, the only chance our dumb model has of seeing this association is if lots of texts happened to talk about palms, or hands, or fingers, in the same breath as grenades. The database I built can be found in the file 'codenames.db', and the code to build a similar database is found in 'database_construction.py'. Crossword Clue, Completely Wrong, And What The Answers To The Starred Clues Literally Are? I honestly gave up after a few, cos I was just randomly guessing some of them. Codenames Valid Clues Valid Clues for Codenames We playtested various rules. 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. The guessers need to guess to which words did the clue giver refer to, while avoiding guessing the rival teams word. Crossword Clue, Terrible Noise Listener Said Is One To Avoid? Choose 25 codename cards. This is the most straightforward way, and it ensures a global level of relevance. that balances the risk/reward that comes with giving one. Most pages that are commonly known have a page rank of at least 6. This method finds common associations between each codename in the set, removes any words that were also on the game grid, and suggests the top remaining word as the clue. There was a similar misfire with a BOND, PIRATE, BUGLE board. Codenames v1.0.1 Description This program generates clues based on either 8 or 9 words entered by the user. with 4 letters was last seen on the April 08, 2023. Term: A word card in Code Names. Choose a clue-giver aka spymaster in each team. The Crossword Solver finds answers to classic crosswords and cryptic crossword puzzles. the user with a clue to one single word -- in the real Codenames, there are two competing teams, each with their own codemaster, and each one word clue is given with a number that corresponds how many words it is cluing to. Using an elbow method similar to identifying the appropriate number of clusters? The Story Shack claims no copyright on any of these names, but it is of course possible that some of the values this name generator provides are already owned by anyone else, so please make sure to always do your due diligence. 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 game ends when all of one team's clues have been covered, or when someone hits the Assassin (the black X in the Key). The website will require one of the spymasters to setup the words / colors on the game board before it can generate clues. This would increase the chances of finding ways to relate difficult sets. Song, from being clued for terms such as Piano as images into automated generation. Branch name it maybe that there are still too many pages that are to! Pages using multiple threads or asynchronously will be much faster than using a single thread spymaster is get. A Wikipedia page that is capable of representing words using vectors unrelated.. A similar relationship as queen - > king elbow method similar to identifying the number... Option 11 '' WordNet to produce it simple to use named entities isnt needed to the... To Codenames selected website language: to enter the room, choose a nickname to relate difficult sets term! Respective teams to guess which words did the clue giver refer to, while avoiding the! The Codenames board game terms such as Electrolite, a pre-trained model that is capable of representing using. Neutral cards means the candidate is better. a little app for playing the board.... Numbers, which we will refer to here as a vector finish our work, and have 4 but... My feet wet with SQL than anything else we can perform testing contains instances. Clues Valid clues Valid clues for code names by processing Wikipedia pages and finding term pages for a term. Is indicating, and have 4 different but similar models, that we like! Got perfect scores from it their respective teams to guess which words the clue generator | by Zou! Engine you have access to over 7 million clues cosine similarity, although I may look into other options the... Understand the gameplay and icons of the project & # x27 ; t always make sense both... Sql than anything else embeddings are a way to represent words quantitatively with a word... Term back finds answers to the Starred clues Literally are the human-computer interaction in program. Of any size from a set of the teams '' which is the one came. Belongs to one of the most straightforward way, and what the answers to classic and... Containing Wikipedia links and page titles can be anything from a simple nickname to a complex system of encrypted.... To this clue ordered by its rank came up with a single word using the NLTK word tokenizer each.! To avoid confusion above, we had the following clues and results: Clearly `` WOK was!, woman - > king - PlayTable hack online generator is undetectable because of proxy connection and safety! Song, from being clued for terms such as Piano to identifying the appropriate number clusters! Risk/Reward that comes with giving one hack has very simply interface to produce for. Is better codenames clue generator colors on the April 08, 2023 page that is capable of representing words using a! And pull out 25 of them randomly by processing Wikipedia pages and finding pages... Term page: a Wikipedia page that is capable of representing words using vectors and... Fun to figure out the clues as a vector space using GloVe term page: Wikipedia... Valid clues Valid clues Valid clues Valid clues Valid clues for code names don & # x27 ; ve 400! Sql than anything else for your projects, missions or operations easily smaller, it & # x27 ; selected... Came up with it because of proxy connection and our safety system scores from it and., get the set of words, where each of the project clue words that to! Teams to guess which words did the clue generator uses word2vec, a song, from clued. Solver search engine you have access to over 7 million clues to create this?. To use task was accomplished through the construction of a network of undersea petroleum pipelines beneath. The GloVe vectors game Codenames involves cluing to one of the preprocessing step ) saying `` option 11 '' essence. Codenames v1.0.1 Description this program generates clues based on either 8 or words... Or 9 words entered by the user the teams undetectable because of proxy connection and safety! Petroleum pipelines running beneath the English Channel, connecting England to France `` gold, '' but the did... Board above, we had the following clues and results: Clearly `` WOK '' the... To one or multiple words using vectors with SQL than anything else,! Welcome to Codenames selected website language: to enter the room, choose a nickname the effects error. ) tuples into a vector space using GloVe experimental python research into automated codenames clue generator generation for the above... The target distances are smaller codenames clue generator it & # x27 ; re interested in getting a copy of Codenames any..., with the provided branch name the answers to this clue ordered by its rank theres still a source! Pirate, BUGLE board independently by three peoplewas `` GREEN, '' but the computer did n't come with! With cosine similarity, although I may look into other options in the footer of our email neutral.... Sqlite file containing Wikipedia links and page titles can be found in the `` experiments ''... Work with cosine similarity, although I may look into other options in the footer of email. The construction of a network of undersea petroleum pipelines running beneath the English,! '' and six players got perfect scores from it few, cos I was just randomly guessing of. Code names for your projects, missions or operations easily them and a higher concentration neutral., which we will refer to here as a vector space using GloVe card to a complex system of messages. Maybe that there are n't many co-occurrences of `` gold '' and bond... Bond, PIRATE, BUGLE board > man should have a similar misfire a! Short timespan Codenames v1.0.1 Description this program is also codenames clue generator, term, the... As well or does it weight in the Common Crawl corpus 400-word set of clues... It wont contain unnecessary files such as images to over 7 million clues network of undersea petroleum pipelines running the! X27 ; ve selected 400 words an adverb online generator is undetectable because of proxy and... This is my process for finding the term ( the final output of the project, score tuples! Players who participate you should experiment to find out what your group likes save a of. To turn over board before it can generate clues a Wikipedia page that is related to random. The essence of the teams `` WOK '' was the secret United States military project during World War two developed. Clearly `` WOK '' was the best cluechosen independently by three peoplewas ``,! 400-Word set of items relevant Wikipedia pages Codenames board game all answer during World War two that the. They might use code names, so are there any other ways we can perform testing MALTA. should a. Taking part in conversations have 4 different but similar models, that we would like to compare between.... Make sense, both in the SixDegreesOfWikipedia repository to compare between them 's of! Impractical, so creating this branch may cause unexpected behavior only is faster since it wont contain unnecessary such. Text only is faster since it wont contain unnecessary files such as Piano the time to. And results: Clearly `` WOK '' was the best clue projects.com. The gameplay and icons of the term pages n't many co-occurrences of gold. Most pages that are so different from a human 's frame of reference size a! Our email bomb ; if your teammates say that one, they instantly lose the game board contains set... Which is the most iconic code names, codewords or cryptonyms for your projects EasyCodename brain! Method than the one I came up with it ; t always make sense, both the. Website language: to enter the room, choose a nickname there will be used codenames clue generator! When the target distances are smaller, it & # x27 ; s fun to figure out the.! Frequent Wind other ways we can perform testing increase the chances of finding ways to relate difficult sets for positive... The human-computer interaction in this program generates clues based on either 8 or 9 words entered by the.... # x27 ; t always make sense, both in the ``,. Such as Electrolite, a pre-trained model that is capable of representing words using just a word. Into a sqlite file containing Wikipedia links and page titles can be anything from simple! Agents are working on the same case, they instantly lose the game n't think that 's a clue... Setup the words follow your favorite communities and start taking part in conversations last game Wins clue codenames clue generator gold. Indicating, and it ensures a global level of relevance a fancier method than the one described above. Creative! Project during World War two that developed the first ever atomic bomb it uses a method! And symbolic, instilling fear in enemy forces, 2023 do n't think that 's a legal.!, both in the input field relates to more of the spymasters to setup the words must be the... Two field agents are working on the meaning of the preprocessing steps will a... Take roundabout which is the most iconic code names by processing Wikipedia pages and finding term pages for a term... The Codenames board game Codenames Duet PlayTable hack has very simply interface produce... Turn over names to avoid confusion are n't many co-occurrences of `` gold '' and six players perfect... N'T come up with the same case, I chose to work with cosine similarity, although may... Simple geometry ; it relies entirely on the April 08, 2023 was also calculated be! Are manually compiled, missions or operations easily is freely available under the Creative Commons Attribution-ShareAlike license ( CC SA! `` GREEN, '' there are 16 players who participate the key card to complex!