diff --git a/gradproject-cv.md b/gradproject-cv.md
index a30fd2d..a9dfd1a 100644
--- a/gradproject-cv.md
+++ b/gradproject-cv.md
@@ -103,7 +103,7 @@ The rubric for this milestone is as follows:
### Milestone 2: EDA + Internal Peer Review (10%) - October 28, 2024
-The checkpoint is intended to keep you on track to meet your project goals. You will need to submit an exploratory data analysis report to [this Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5045703/){:target="_blank"} by **11:59 pm on October 28**. This will include submitting both a report of your results so far as well as all code necessary to replicate your results. Please answer all the questions below. Your submission should include:
+The milestone is intended to keep you on track to meet your project goals. You will need to submit an exploratory data analysis report to [this Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159878){:target="_blank"} by **11:59 pm on October 28**. This will include submitting both a report of your results so far as well as all code necessary to replicate your results. Please answer all the questions below. Your submission should include:
- **Data Sampling and Collection**
- How was the data read and sampled for your EDA process?
@@ -130,7 +130,7 @@ Concretely, here are the minimal requirements for EDA for each project. Using yo
- (Open-ended) Visualize the distribution of color for different disasters.
- (Open-ended) Convey that the distributions are “separable” somehow.
-Every member of the group also needs to submit the internal peer review [form](https://forms.gle/fR32VRdfB3jJpMQg8){:target="_blank"} for this checkpoint by **11:59 pm on October 28**. This form is intended to record your and your group members' progress in the project. The records will be confidential to the teaching staff and will not be shared with other students.
+Every member of the group also needs to submit the internal peer review [Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159798){:target="_blank"} for this checkpoint by **11:59 pm on October 28**. This form is intended to record your and your group members' progress in the project. The records will be confidential to the teaching staff and will not be shared with other students.
The rubric for this milestone is as follows:
- Data Sampling and Collection (0.5%).
@@ -161,7 +161,7 @@ The rubric for this milestone is as follows:
### Milestone 4: Internal Peer Review (2%) - November 22, 2024
-The internal peer review is a simple google form checking if each member of the group is contributing to the project and how the tasks are distributed among members. This is graded on completion. The internal peer review [form](https://forms.gle/z9Lh6iEFZRLqHG9c7){:target="_blank"} for this checkpoint is due by **11:59 pm on November 22**.
+The internal peer review is for checking if each member of the group is contributing to the project and how the tasks are distributed among members. This is graded on completion. The internal peer review [Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159827){:target="_blank"} for this milestone is due by **11:59 pm on November 22**.
### Milestone 5: Project Report First Draft (18%) - December 2, 2024
diff --git a/gradproject-nlp.md b/gradproject-nlp.md
index f9634d0..bf0b031 100644
--- a/gradproject-nlp.md
+++ b/gradproject-nlp.md
@@ -128,7 +128,7 @@ The rubric for this milestone is as follows:
### Milestone 2: EDA + Internal Peer Review (10%) - October 28, 2024
-The checkpoint is intended to keep you on track to meet your project goals. You will need to submit an exploratory data analysis report to [this Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5045703/){:target="_blank"} by **11:59 pm on October 28**. This will include submitting both a report of your results so far as well as all code necessary to replicate your results. Please answer all the questions below. Your submission should include:
+The milestone is intended to keep you on track to meet your project goals. You will need to submit an exploratory data analysis report to [this Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159878){:target="_blank"} by **11:59 pm on October 28**. This will include submitting both a report of your results so far as well as all code necessary to replicate your results. Please answer all the questions below. Your submission should include:
- **Data Sampling and Collection**
- How was the data read and sampled for your EDA process?
@@ -155,7 +155,7 @@ Concretely, here are the minimal requirements for EDA for each project. Using yo
- (Open-ended) Visualize the "variance" in model performance (see [LMSys Leaderboard](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard){:target="_blank"} for an example).
- (Open-ended) Explore the prompt topics in the dataset (topic modeling).
-Every member of the group also needs to submit the internal peer review [form](https://forms.gle/fR32VRdfB3jJpMQg8){:target="_blank"} for this checkpoint by **11:59 pm on October 28**. This form is intended to record your and your group members' progress in the project. The records will be confidential to the teaching staff and will not be shared with other students.
+Every member of the group also needs to submit the internal peer review [Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159798){:target="_blank"} for this checkpoint by **11:59 pm on October 28**. This form is intended to record your and your group members' progress in the project. The records will be confidential to the teaching staff and will not be shared with other students.
The rubric for this milestone is as follows:
- Data Sampling and Collection (0.5%).
@@ -186,7 +186,7 @@ The rubric for this milestone is as follows:
### Milestone 4: Internal Peer Review (2%) - November 22, 2024
-The internal peer review is a simple google form checking if each member of the group is contributing to the project and how the tasks are distributed among members. This is graded on completion. The internal peer review [form](https://forms.gle/z9Lh6iEFZRLqHG9c7){:target="_blank"} for this checkpoint is due by **11:59 pm on November 22**.
+The internal peer review is for checking if each member of the group is contributing to the project and how the tasks are distributed among members. This is graded on completion. The internal peer review [Gradescope assignment](https://www.gradescope.com/courses/827978/assignments/5159827){:target="_blank"} for this milestone is due by **11:59 pm on November 22**.
### Milestone 5: Project Report First Draft (18%) - December 2, 2024
diff --git a/gradproject.md b/gradproject.md
index 92b495a..fbd913c 100644
--- a/gradproject.md
+++ b/gradproject.md
@@ -26,9 +26,9 @@ The purpose of the project is to give students experience in both open-ended dat
| Milestones | Deadline (11:59 PM Pacific) | Event | Deliverables | Submission Link | Grading Weight |
| ----------- | --------------------------- | ----- | ------------ | --------------- | -------------- |
| Milestone 1 | October 14 | Group Formation + Research Proposal | Project Proposal Form | [Google Form](https://forms.gle/BciHSskLdmGrX6ZXA){:target="_blank"} | 5% |
-| Milestone 2 | October 28 | EDA + Internal Peer Review 1 | EDA Write-Up + Notebook, Internal Peer Review 1 | [Gradescope](https://www.gradescope.com/courses/827978/assignments/5045703/){:target="_blank"}
[Google Form](https://forms.gle/rmuKg9hG57Y8w6P7A){:target="_blank"} | 10% |
+| Milestone 2 | October 28 | EDA + Internal Peer Review 1 | EDA Write-Up + Notebook, Internal Peer Review 1 | [EDA Gradescope](https://www.gradescope.com/courses/827978/assignments/5159878){:target="_blank"}
[Peer Review Gradescope](https://www.gradescope.com/courses/827978/assignments/5159798){:target="_blank"} | 10% |
| Milestone 3 | November 8 | Mandatory Check-In | One-Page Progress Report | [Gradescope](https://www.gradescope.com/courses/827978/assignments/5045723){:target="_blank"} | 7.5% |
-| Milestone 4 | November 22 | Internal Peer Review 2 | Second Internal Peer Review | [Google Form](https://forms.gle/Gr3WwdvFXpjxnEqHA){:target="_blank"} | 2% |
+| Milestone 4 | November 22 | Internal Peer Review 2 | Second Internal Peer Review | [Gradescope](https://www.gradescope.com/courses/827978/assignments/5159827){:target="_blank"} | 2% |
| Milestone 5 | December 2 | Project Report First Draft | Final Report Draft Write-Up + Notebook | [Gradescope](https://www.gradescope.com/courses/827978/assignments/5045727){:target="_blank"} | 18% |
| Milestone 6 | December 6 | External Peer-Review | External Peer Review | OpenReview | 7.5% |
| Final Submission | December 13 | Final Project Report | Final Project Report + Presentation Video | [Final Report Gradescope](https://www.gradescope.com/courses/827978/assignments/5045744){:target="_blank"}
CV Predictions Gradescope
NLP Predictions Gradescope | 50% |