COurse 7: Advanced NLP Tasks

NathanGodey · Nov 19, 2024 · ad14eb9 · ad14eb9
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diff --git a/README.md b/README.md
@@ -10,7 +10,7 @@
 4. NLP without 2048 GPUs ([slides](https://github.com/NathanGodey/AdvancedNLP/raw/main/slides/pdf/course4_efficiency.pdf) / lab session)
 5. Language Models at Inference Time ([slides](https://raw.githubusercontent.com/NathanGodey/AdvancedNLP/main/slides/pdf/course5_inference.pdf) / [lab session](https://colab.research.google.com/drive/13Q1WVHDvmFX4pDQ9pSr0KrggBnPtBSPX?usp=sharing))
 6. Handling the Risks of Language Models ([slides](https://github.com/NathanGodey/AdvancedNLP/raw/main/slides/pdf/course6_risks.pdf) / [lab session](https://colab.research.google.com/drive/1BSrIa5p-f2UvJEH-Y0ezniJcOoRHltMm?usp=sharing))
-7. Advanced NLP tasks ([slides](https://github.com/NathanGodey/AdvancedNLP/raw/main/slides/pdf/course7_advanced.pdf) / lab session)
+7. Advanced NLP tasks ([slides](https://github.com/NathanGodey/AdvancedNLP/raw/main/slides/pdf/course7_advanced.pdf) / [lab session](https://colab.research.google.com/drive/1b43gxnijKdGOU9llPEC-x2dd_E89ROk1?usp=sharing))
 8. Domain-specific NLP ([slides](https://github.com/NathanGodey/AdvancedNLP/raw/main/slides/pdf/course8_specific.pdf) / lab session)
 9. Multilingual NLP ([slides](https://github.com/NathanGodey/AdvancedNLP/blob/main/slides/pdf/Course%209%20-%20Multilingual%20NLP.pdf) / [lab session](https://colab.research.google.com/drive/11TX-q-hAdFiSeMVqFp1VCXhi_Ifoj8Rp?usp=sharing))
 10. Multimodal NLP ([slides](https://docs.google.com/presentation/d/1K2DgnPSOGXB1hQ4FZoUU-5ppJ4dn_sLC41Ecwmxi2Zk/edit?usp=sharing) / lab session)

diff --git a/markdown/course7_advanced.md b/markdown/course7_advanced.md
@@ -305,7 +305,7 @@ $$\mathcal{L}_{CE_{QA}} = \mathcal{L}_{CE_{start}} + \mathcal{L}_{CE_{end}}$$
 <!--footer: "Natural Language Inference (NLI)" -->
 ### NLI
 
-**NLI** is the task of **determining whether a "hypothesis" is true (entailment), false (contradiction), or undetermined (neutral)** given a "premise". [1]
+**NLI** is the task of **determining whether a "hypothesis" is true (entailment), false (contradiction), or undetermined (neutral)** given a "premise".
 
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     <!--footer: "Natural Language Inference (NLI)" -->
     ### NLI
-    **NLI** is the task of **determining whether a "hypothesis" is true (entailment), false (contradiction), or undetermined (neutral)** given a "premise". [1]
+    **NLI** is the task of **determining whether a "hypothesis" is true (entailment), false (contradiction), or undetermined (neutral)** given a "premise".
     ---
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