---
license: mit
configs:
- config_name: default
  data_files:
  - split: all_tasks
    path: data/all_tasks-*
dataset_info:
  features:
  - name: task_id
    dtype: int64
  - name: task_name
    dtype: string
  - name: task_description
    dtype: string
  splits:
  - name: all_tasks
    num_bytes: 549377
    num_examples: 201
  download_size: 292800
  dataset_size: 549377
language:
- en
---
This repository contains the benchmark dataset of [MLR-Bench](https://arxiv.org/abs/2505.19955).
We collect 201 tasks from ICLR/NeurIPS/ICML workshops over the past three years. The followings record the metadata of our collection.

### Workshop without an official website or deleted
* icml2024_fminwild
* neurips2024_attrib_late
* neurips2024_gsai
* neurips2024_rlfm
* iclr2023_ai4abm
* iclr2023_ml4iot
* iclr2023_mldd
* iclr2023_NeSy_GeMs
* neurips2023_new_in_ml
* neurips2023_ai4mat
* icml2023_esfomo

### Non-general workshops
* neurips2024_queerinai
* iclr2024_africanlp
* iclr2023_africanlp
* iclr2023_IndabaX_Rwanda
* icml2023_lxai

### Repeated workshops
* iclr2023_dl4c
* iclr2023_mefomo
* iclr2023_re_align and iclr2024_realign (TODO: check the details and delete one)
* icml2024_fminwild potentially repeat with other workshops


### Missing workshop for unknown reason
* ICML 2023 The Second Workshop on New Frontiers in Adversarial Machine Learning (https://advml-frontier.github.io/)

### Workshop information to be updated
* iclr2025_nfam (too many citations without link, should we keep or delete them? https://nfam.vizhub.ai/)


## Workshop Links

- ICML 2024 (33 workshops) https://openreview.net/group?id=ICML.cc/2024/Workshop
    - We keeped 24 workshops 
    - Workshops not included 
        - without an official website or deleted
            - Agentic Markets Workshop at ICML 2024
            - Workshop on Efficient Systems for Foundation Models II @ ICML2024
        - not included with unknown reason
            - ICML 2024 AI for Science Workshop (website: https://ai4sciencecommunity.github.io/icml24.html)
            - First Workshop on Controllable Video Generation @ICML24 (https://openreview.net/group?id=ICML.cc/2024/Workshop/CVG#tab-recent-activity / https://sites.google.com/view/cvgicml2024/home)
            - ICML 2024 Workshop Differentiable Almost Everything (https://openreview.net/group?id=ICML.cc/2024/Workshop/Differentiable_Almost_Everything#tab-accept / https://differentiable.xyz/)
            - ICML 2024 Workshop on Models of Human Feedback for AI Alignment (https://openreview.net/group?id=ICML.cc/2024/Workshop/MFHAIA#tab-accept-oral / https://sites.google.com/view/mhf-icml2024)
            - ICML 2024 Workshop on Mechanistic Interpretability (https://openreview.net/group?id=ICML.cc/2024/Workshop/MI#tab-accept-oral)
        - repeated page
            - Challenge of ICML 2024 TiFA Workshop
            - MLLM Attack Challenge of ICML 2024 TiFA Workshop
        - Non-general workshops
            - LatinX in AI (LXAI) Research
            - ICML 2024 Joint Workshop Queer in AI and {Dis}Ability in AI
    - Workshop out of nowhere
        * imcl2024_modelofhf??.md

- NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop)
    - In total 53 workshops
    - 42 workshops have been kepped
    - Not included 
        - not included with unknown reason
            - AI for Accelerated Materials Design - NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AI4Mat#tab-accept-spotlight)
            - Associative Memory & Hopfield Networks in 2023 (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AMHN#tab-accept-oral)
            - Socially Responsible Language Modelling Research (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/SoLaR#tab-accept-spotlight)
        - without an official website or deleted
            - NeurIPS Workshop on Attributing Model Behavior at Scale
            - NeurIPS 2023 Workshop on Backdoors in Deep Learning - The Good, the Bad, and the Ugly
            - Intrinsically-Motivated and Open-Ended Learning Workshop @NeurIPS2023
            - Multi-Agent Security Workshop @ NeurIPS'23
        - Not general
            - 2nd Annual Global South in AI Meetup
            - Muslims in Machine Learning Workshop @ NeurIPS2023
            - New in Machine Learning Workshop, NeurIPS 2023
            - NeurIPS 2023 Queer in AI Workshop

    - Things to notice
        * neurips2023_mlncp.md has no topics -> maybe too general for the LLMs to generate ideas?
        * neurips2023_want.md has been repeated but not deleted

- NeurIPS 2024 Workshop
    - 54 workshops, 51 are included
    - delete
        - 3rd Annual Global South in AI Meetup 2024
        - Latinx in AI @ NeurIPS 2024
        - Muslims in ML Workshop co-located with NeurIPS 2024
    - No website or delted
        - Workshop on Generalization and Safety from Reinforcement Learning to Foundation Models
    - Things to notice: without an official website or deleted
        - NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms (still with an abstract here)
        - NeurIPS 2024 Third Table Representation Learning Workshop
        - UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models