Answers.Body: <p>As you have already mentioned, it's a rapidly evolving research area. These can be the first steps in hunting for foundations.</p>
  <ol>
  <li><p><a href="https://arxiv.org/abs/2303.06223" rel="nofollow noreferrer">https://arxiv.org/abs/2303.06223</a></p>
  </li>
  <li><p><a href="https://www.sciencedirect.com/science/article/pii/S0950705123000230" rel="nofollow noreferrer">https://www.sciencedirect.com/science/article/pii/S0950705123000230</a></p>
  </li>
  </ol>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2024-11-27T10:22:54.380Z
Answers.Text: Could you please provide at least the title for each article (not just the link)?
Answers.UserDisplayName: nbro
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2023-07-31T01:17:44.920Z
Answers.LastActivityDate: 2023-07-31T01:17:44.920Z
Answers.UserDisplayName: umbreenh
Body: <p>I'm interested in the topic of Explainability for LLM: the attempts to find some higher understandable structures inside the LLMs or, to put it simply (though may be not completely correctly), the attempts to understand how LLMs &quot;think&quot;.</p>
  <p>Would anybody please recommend where to start?</p>
  <p>I'm both interested in foundational papers at this topic and in important latest research.</p>
  <p>The great survey or a curated list of papers would be wonderful, although I'm not sure they exist give the speed the field is moving with.</p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2023-05-23T08:40:50.270Z
Comments.Text: Is there a specific reason why you asked *Large* Language Models specifically? Are you interested only in the Sequence Generation task or also in classification and other tasks?
Comments.UserDisplayName: Ciodar
Tags: <reference-request><large-language-models><explainable-ai>
Title: Surveys/Important papers in Explainability for LLM
UserDisplayName: lithuak
ThreadText: # Surveys/Important papers in Explainability for LLM
  
  (Asked by: username_0 on 2023-05-20)
  
  I'm interested in the topic of Explainability for LLM: the attempts to find some higher understandable structures inside the LLMs or, to put it simply (though may be not completely correctly), the attempts to understand how LLMs "think".
  
  Would anybody please recommend where to start?
  
  I'm both interested in foundational papers at this topic and in important latest research.
  
  The great survey or a curated list of papers would be wonderful, although I'm not sure they exist give the speed the field is moving with.
  
  **Tags:** reference-request, large-language-models, explainable-ai
  
  > **Comments:**
  > **username_1**: Is there a specific reason why you asked *Large* Language Models specifically? Are you interested only in the Sequence Generation task or also in classification and other tasks?  
  
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  ## 1 answers
  
  ### Answer by username_2 on 2023-07-31. Score: 1
  
  As you have already mentioned, it's a rapidly evolving research area. These can be the first steps in hunting for foundations.
  
  1. <https://arxiv.org/abs/2303.06223>
  2. <https://www.sciencedirect.com/science/article/pii/S0950705123000230>
  
  > **Comments:**
  > **username_3**: Could you please provide at least the title for each article (not just the link)?  
  
  ---
  
  