chore: update note

hsiangjenli · Oct 13, 2024 · de54eee · de54eee
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diff --git a/source/dspy/0_intro.rst b/source/dspy/0_intro.rst
@@ -5,21 +5,17 @@ Full name of DSPy is DSPy "Declarative Self-improving Language Programs (in Pyth
 
 Developed by Stanford NLP
 
-- :cite:`khattab2023dspy`
-- :cite:`khattab2022demonstrate`
+- :title-ref:`khattab2023dspy` :cite:`khattab2023dspy`
+- :title-ref:`khattab2022demonstrate` :cite:`khattab2022demonstrate`
 
 Contributions
 -------------
 #. separate program from parameters
 #. new optimizer, which is LM-driven and can be used to optimize prompt and weights
 
+.. LLMs are sensitive to how they are prompted :cite:`towardsdatascienceIntroDSPy`
 
-:cite:`medium_bc_dspy`
-
-LLMs are sensitive to how they are prompted :cite:`towardsdatascienceIntroDSPy`
-
-Key concept is "programming with foundation models" :cite:`towardsdatascienceIntroDSPy`
-
+.. Key concept is "programming with foundation models" :cite:`towardsdatascienceIntroDSPy`
 
 How to use DSPy :cite:`dspydocsUsingDSPy`
 -----------------------------------------
@@ -32,3 +28,9 @@ How to use DSPy :cite:`dspydocsUsingDSPy`
 #. Collect data
 #. Set up the optimizer
 #. Train
+
+
+Reference
+---------
+.. bibliography::
+   :filter: docname in docnames
diff --git a/source/index.rst b/source/index.rst
@@ -20,11 +20,4 @@ Note LLM
    :caption: Ollama
    :maxdepth: 1
 
-   ollama/*
-
-.. toctree:: 
-   :glob:
-   :caption: Paper Reading
-   :maxdepth: 1
-
-   paper/*
+   ollama/*
diff --git a/source/llm/01_all_llm.rst b/source/llm/01_all_llm.rst
@@ -0,0 +1,7 @@
+A Curated List of LLM Models available from Hugging Face
+========================================================
+
+Reference
+---------
+.. bibliography::
+   :filter: docname in docnames
diff --git a/source/llm/01_tw_llm.rst b/source/llm/01_tw_llm.rst
@@ -46,3 +46,7 @@ Available Models
 
 - 評測方法程式碼 - https://github.com/taide-taiwan/taide-bench-eval
 
+Reference
+---------
+.. bibliography::
+   :filter: docname in docnames
diff --git a/source/llm/0_terminology.rst b/source/llm/0_terminology.rst
@@ -17,4 +17,9 @@ Terminology for LLM
 #. Position Bias 
 #. Verbosity Bias 
 #. Self-Enhancement Bias 
-#. Limited Reasoning Ability 
+#. Limited Reasoning Ability 
+
+Reference
+---------
+.. bibliography::
+   :filter: docname in docnames
diff --git a/source/llm/2_benchmark.rst b/source/llm/2_benchmark.rst
@@ -50,3 +50,9 @@ Paper
       #. Single answer grading
 
       #. Reference-guided grading
+
+
+Reference
+---------
+.. bibliography::
+   :filter: docname in docnames