Add farsight, update autoprofiler bib entry

Signed-off-by: Jay Wang <[email protected]>

.gitignore

@@ -22,4 +22,5 @@ metadata/*.bib
 metadata/thumbnails
 metadata/resources
 metadata/github-issues
-metadata/stat*
+metadata/stat*
+notebooks

metadata/parse-table.ipynb

@@ -2,21 +2,9 @@
  "cells": [
  {
  "cell_type": "code",
- "execution_count": 1,
+ "execution_count": 2,
  "metadata": {},
- "outputs": [
- {
- "ename": "ModuleNotFoundError",
- "evalue": "No module named 'requests_ip_rotator'",
- "output_type": "error",
- "traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
- "\u001b[1;32m/Users/jaywang/Documents/Programs/phd/23-supernova/metadata/parse-table.ipynb Cell 1\u001b[0m line \u001b[0;36m1\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/jaywang/Documents/Programs/phd/23-supernova/metadata/parse-table.ipynb#W0sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mPIL\u001b[39;00m \u001b[39mimport\u001b[39;00m Image\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/jaywang/Documents/Programs/phd/23-supernova/metadata/parse-table.ipynb#W0sZmlsZQ%3D%3D?line=11'>12</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mtime\u001b[39;00m \u001b[39mimport\u001b[39;00m sleep\n\u001b[0;32m---> <a href='vscode-notebook-cell:/Users/jaywang/Documents/Programs/phd/23-supernova/metadata/parse-table.ipynb#W0sZmlsZQ%3D%3D?line=12'>13</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mrequests_ip_rotator\u001b[39;00m \u001b[39mimport\u001b[39;00m ApiGateway, EXTRA_REGIONS, ALL_REGIONS\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/jaywang/Documents/Programs/phd/23-supernova/metadata/parse-table.ipynb#W0sZmlsZQ%3D%3D?line=13'>14</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mtqdm\u001b[39;00m \u001b[39mimport\u001b[39;00m tqdm\n",
- "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'requests_ip_rotator'"
- ]
- }
- ],
+ "outputs": [],
  "source": [
  "import numpy as np\n",
  "import re\n",
@@ -30,7 +18,7 @@
  "from shutil import copyfileobj, copyfile\n",
  "from PIL import Image\n",
  "from time import sleep\n",
- "from requests_ip_rotator import ApiGateway, EXTRA_REGIONS, ALL_REGIONS\n",
+ "# from requests_ip_rotator import ApiGateway, EXTRA_REGIONS, ALL_REGIONS\n",
  "from tqdm import tqdm"
  ]
  },
@@ -329,16 +317,16 @@
  },
  {
  "cell_type": "code",
- "execution_count": 5,
+ "execution_count": 3,
  "metadata": {},
  "outputs": [
  {
  "data": {
  "text/plain": [
- "225"
+ "234"
  ]
  },
- "execution_count": 5,
+ "execution_count": 3,
  "metadata": {},
  "output_type": "execute_result"
  }
@@ -654,19 +642,24 @@
  "name": "stdout",
  "output_type": "stream",
  "text": [
- "161\n"
+ "163\n"
  ]
  }
  ],
  "source": [
- "entries = yaml.safe_load(open('./resources/supernova.yaml', 'r'))\n",
+ "# Local generated yaml\n",
+ "# entries = yaml.safe_load(open('./resources/supernova.yaml', 'r'))\n",
+ "\n",
+ "# Latest yaml\n",
+ "entries = yaml.safe_load(open('../src/data/supernova.yaml', 'r'))\n",
+ "\n",
  "print(len(entries))\n",
  "entries.sort(key=lambda x: x['name'])"
  ]
  },
  {
  "cell_type": "code",
- "execution_count": 26,
+ "execution_count": 10,
  "metadata": {},
  "outputs": [],
  "source": [
@@ -699,9 +692,9 @@
  "# }\n",
  "\n",
  "icon_map = {\n",
- " \"scientist\": \"icon-user-scientist-alt-c\",\n",
- " \"educator\": \"icon-user-student-alt-c\",\n",
- " \"data scientist\": \"icon-user-data-alt-c\",\n",
+ " \"scientist\": \"icon-user-scientist-alt\",\n",
+ " \"educator\": \"icon-user-student-alt\",\n",
+ " \"data scientist\": \"icon-user-data-alt\",\n",
  " \"monolithic\": \"icon-mono-c\",\n",
  " \"modular\": \"icon-modular-c\",\n",
  " \"on-demand\": \"icon-display-demand-c\",\n",

src/data/supernova.yaml

@@ -1,3 +1,51 @@
+- bibtex: |-
+ @inproceedings{wangFarsightFosteringResponsible2024,
+ title = {Farsight: {{Fostering Responsible AI Awareness During AI Application Prototyping}}},
+ booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
+ author = {Wang, Zijie J. and Kulkarni, Chinmay and Wilcox, Lauren and Terry, Michael and Madaio, Michael},
+ year = {2024}
+ }
+ bibtexKey: wangFarsightFosteringResponsible2024
+ communication: one-way
+ description:
+ "Prompt-based interfaces for Large Language Models (LLMs) have made
+ prototyping and building AI-powered applications easier than ever before.
+ However, identifying potential harms that may arise from AI applications
+ remains a challenge, particularly during prompt-based prototyping. To
+ address this, we present Farsight, a novel in situ interactive tool that
+ helps people identify potential harms from the AI applications they are
+ prototyping. Based on a user's prompt, Farsight highlights news articles
+ about relevant AI incidents and allows users to explore and edit
+ LLM-generated use cases, stakeholders, and harms. We report design insights
+ from a co-design study with 10 AI prototypers and findings from a user study
+ with 42 AI prototypers. After using Farsight, AI prototypers in our user
+ study are better able to independently identify potential harms associated
+ with a prompt and find our tool more useful and usable than existing
+ resources. Their qualitative feedback also highlights that Farsight
+ encourages them to focus on end-users and think beyond immediate harms. We
+ discuss these findings and reflect on their implications for designing AI
+ prototyping experiences that meaningfully engage with AI harms. Farsight is
+ publicly accessible at: https://pair-code.github.io/farsight."
+ githubURL: https://github.com/PAIR-code/farsight
+ implementation: nova
+ layouts:
+ - on-demand
+ materials:
+ - runtime
+ modularity: modular
+ name: farsight
+ nameDisplay: Farsight
+ otherURLs: []
+ paperURL: https://arxiv.org/abs/2402.15350
+ releaseYear: 2024
+ sourceType: paper
+ supportedNotebooks:
+ - jupyter
+ - lab
+ - colab
+ thumbnail: farsight.jpg
+ user: data scientist
+
 - bibtex:
  "@inproceedings{wuB2BridgingCode2020,\n title = {B2: {{Bridging Code}}\
  \ and {{Interactive Visualization}} in {{Computational Notebooks}}},\n shorttitle\
@@ -3573,12 +3621,18 @@
  thumbnail: pypotree.webp
  user: data scientist
 
-- bibtex:
- "@misc{eppersonAutoProfilerAutomaticallyProfile2022,\n title = {{{AutoProfiler}}:\
- \ {{Automatically}} Profile Dataframes in the {{Jupyter}} Sidebar},\n author\
- \ = {Epperson, Will},\n year = {2022},\n url = {https://github.com/cmudig/AutoProfiler},\n\
- \  urldate = {2023-04-24}\n}\n"
- bibtexKey: eppersonAutoProfilerAutomaticallyProfile2022
+- bibtex: |-
+ @article{eppersonDeadAliveContinuous2023,
+ title = {Dead or {{Alive}}: {{Continuous Data Profiling}} for {{Interactive Data Science}}},
+ shorttitle = {Dead or {{Alive}}},
+ author = {Epperson, Will and Gorantla, Vaishnavi and Moritz, Dominik and Perer, Adam},
+ year = {2023},
+ journal = {IEEE Transactions on Visualization and Computer Graphics},
+ doi = {10.1109/TVCG.2023.3327367},
+ url = {https://ieeexplore.ieee.org/document/10301695/},
+ urldate = {2024-03-09}
+ }
+ bibtexKey: eppersonDeadAliveContinuous2023
  communication: two-way
  description: Automatically profile dataframes in the Jupyter sidebar.
  githubURL: https://github.com/cmudig/AutoProfiler
@@ -5204,7 +5258,7 @@
  user: data scientist
 
 - bibtex:
- "@misc{ToyplotInteractivePlotting2022,\n title = {Toyplot: {{Interactive}}\
+ "@misc{sandianationallaboratoriesToyplotInteractivePlotting2022,\n title = {Toyplot: {{Interactive}}\
  \ Plotting for {{Python}}.},\n year = {2022},\n url = {https://github.com/sandialabs/toyplot},\n\
  \  urldate = {2023-04-24},\n howpublished = {Sandia National Laboratories}\n\
  }\n"
@@ -5672,7 +5726,7 @@
  \ Yanna and Li, Haotian and Yang, Leni and Wu, Aoyu and Qu, Huamin}, \n journal={IEEE\
  \ Transactions on Visualization and Computer Graphics}, \n year={2023}, \n publisher={IEEE}\n\
  \ }\n"
- bibtexKey: lin2023inksight
+ bibtexKey: linInkSightLeveragingSketch2023
  communication: one-way
  description:
  Computational notebooks have become increasingly popular for exploratory