What is the difference between TextGAN and LM for text generation?Can we generate huge dataset with Generative Adversarial NetworksWhat is the purpose of the discriminator in an adversarial autoencoder?Strange patterns from GANText generation using Tensor FactorizationWhat does discriminator of a GAN should do?GANs (generative adversarial networks) possible for text as well?Generator loss not decreasing- text to image synthesisChoosing a right algorithm for template-based text generationHow should I format input and output for text generation with LSTMsWhat is the interpretation of the expectation notation in the GAN formulation?

Comment Box for Substitution Method of Integrals

What should I install to correct "ld: cannot find -lgbm and -linput" so that I can compile a Rust program?

Are dual Irish/British citizens bound by the 90/180 day rule when travelling in the EU after Brexit?

Do I need to be arrogant to get ahead?

How to get the n-th line after a grepped one?

Have the tides ever turned twice on any open problem?

Do I need to consider instance restrictions when showing a language is in P?

I seem to dance, I am not a dancer. Who am I?

Calculate the frequency of characters in a string

How to generate binary array whose elements with values 1 are randomly drawn

Synchronized implementation of a bank account in Java

Am I eligible for the Eurail Youth pass? I am 27.5 years old

Recruiter wants very extensive technical details about all of my previous work

Turning a hard to access nut?

Can a wizard cast a spell during their first turn of combat if they initiated combat by releasing a readied spell?

Is it true that good novels will automatically sell themselves on Amazon (and so on) and there is no need for one to waste time promoting?

Knife as defense against stray dogs

How does 取材で訪れた integrate into this sentence?

Is there a hypothetical scenario that would make Earth uninhabitable for humans, but not for (the majority of) other animals?

Why is indicated airspeed rather than ground speed used during the takeoff roll?

If "dar" means "to give", what does "daros" mean?

Can you move over difficult terrain with only 5 feet of movement?

What are substitutions for coconut in curry?

Variable completely messes up echoed string



What is the difference between TextGAN and LM for text generation?


Can we generate huge dataset with Generative Adversarial NetworksWhat is the purpose of the discriminator in an adversarial autoencoder?Strange patterns from GANText generation using Tensor FactorizationWhat does discriminator of a GAN should do?GANs (generative adversarial networks) possible for text as well?Generator loss not decreasing- text to image synthesisChoosing a right algorithm for template-based text generationHow should I format input and output for text generation with LSTMsWhat is the interpretation of the expectation notation in the GAN formulation?













0












$begingroup$


I'm new to LeakGAN or SeqGAN or TextGAN. I know GAN is to generate text and let discriminator un-judge-able to real text and gen-text.



LM(language model) is the task of predicting the next word and can also be used to generate text.










share|improve this question











$endgroup$
















    0












    $begingroup$


    I'm new to LeakGAN or SeqGAN or TextGAN. I know GAN is to generate text and let discriminator un-judge-able to real text and gen-text.



    LM(language model) is the task of predicting the next word and can also be used to generate text.










    share|improve this question











    $endgroup$














      0












      0








      0





      $begingroup$


      I'm new to LeakGAN or SeqGAN or TextGAN. I know GAN is to generate text and let discriminator un-judge-able to real text and gen-text.



      LM(language model) is the task of predicting the next word and can also be used to generate text.










      share|improve this question











      $endgroup$




      I'm new to LeakGAN or SeqGAN or TextGAN. I know GAN is to generate text and let discriminator un-judge-able to real text and gen-text.



      LM(language model) is the task of predicting the next word and can also be used to generate text.







      neural-network deep-learning natural-language-process gan text-generation






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited 3 hours ago







      不是phd的phd

















      asked Mar 11 at 7:39









      不是phd的phd不是phd的phd

      1857




      1857




















          0






          active

          oldest

          votes











          Your Answer





          StackExchange.ifUsing("editor", function ()
          return StackExchange.using("mathjaxEditing", function ()
          StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix)
          StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
          );
          );
          , "mathjax-editing");

          StackExchange.ready(function()
          var channelOptions =
          tags: "".split(" "),
          id: "557"
          ;
          initTagRenderer("".split(" "), "".split(" "), channelOptions);

          StackExchange.using("externalEditor", function()
          // Have to fire editor after snippets, if snippets enabled
          if (StackExchange.settings.snippets.snippetsEnabled)
          StackExchange.using("snippets", function()
          createEditor();
          );

          else
          createEditor();

          );

          function createEditor()
          StackExchange.prepareEditor(
          heartbeatType: 'answer',
          autoActivateHeartbeat: false,
          convertImagesToLinks: false,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: null,
          bindNavPrevention: true,
          postfix: "",
          imageUploader:
          brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
          contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
          allowUrls: true
          ,
          onDemand: true,
          discardSelector: ".discard-answer"
          ,immediatelyShowMarkdownHelp:true
          );



          );













          draft saved

          draft discarded


















          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f47064%2fwhat-is-the-difference-between-textgan-and-lm-for-text-generation%23new-answer', 'question_page');

          );

          Post as a guest















          Required, but never shown

























          0






          active

          oldest

          votes








          0






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes















          draft saved

          draft discarded
















































          Thanks for contributing an answer to Data Science Stack Exchange!


          • Please be sure to answer the question. Provide details and share your research!

          But avoid


          • Asking for help, clarification, or responding to other answers.

          • Making statements based on opinion; back them up with references or personal experience.

          Use MathJax to format equations. MathJax reference.


          To learn more, see our tips on writing great answers.




          draft saved


          draft discarded














          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f47064%2fwhat-is-the-difference-between-textgan-and-lm-for-text-generation%23new-answer', 'question_page');

          );

          Post as a guest















          Required, but never shown





















































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown

































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown







          Popular posts from this blog

          Rank groups within a grouped sequence of TRUE/FALSE and NAGrouping functions (tapply, by, aggregate) and the *apply familyCharacters counting and subletting specific patternsWhat is the purpose of setting a key in data.table?data.table vs dplyr: can one do something well the other can't or does poorly?how to make a bar plot for a list of dataframes?How to group by unique values in a list in RPandas - Alternative to rank() function that gives unique ordinal ranks for a columnRank within group in for loop in RData transformation: from dyadic to observational data in RGetting map from purrr to work with paste0

          Are all passive ability checks floors for active ability checks?Does passive perception supersede active perception?Which skills can be used passively?Active Opposition with Free-Form Professions in Fate5E Trap/Ambush/Stealth Mechanics VS Passive Perception ConfusionInteraction between perception and stealth in obscured conditionsHow does Keen Sight affect Passive Perception?Are all d20 rolls either attacks, saves or ability checks?Can players declare that they are making a specific ability check?Can I see a Hidden creature that is not obscured at all?Can a Stealth check ever be made passively?Is this alternate version of the Observant feat balanced?What is the minimum amount of skill points per HD?

          Quoting Keynes in a lectureIs differentiated instruction permitted by universities?How to make students learn prerequisitesUnsatisfactory Instructor Evaluations: balancing of expectations of engineering studentsWhat is the difference between a “statistician”, “applied statistician”, and an academic applying advanced stats within their field?Listing in reference section, but not quotingHow to efficiently use time while preparing for a class?Graduate Admissions: Teaching Emphasisstrategies for sharing teaching information with universities I don't personally have contacts withIs there an efficient way to give a large class of students feedback about their assignments?Is it unreasonable to expect students to read the lecture notes before attending the first class?