| --- |
| 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 |
| |
