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--- |
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language: |
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- en |
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license: mit |
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task_categories: |
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- other |
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configs: |
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- config_name: default |
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data_files: |
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- split: all_tasks |
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path: data/all_tasks-* |
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dataset_info: |
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features: |
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- name: task_id |
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dtype: int64 |
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- name: task_name |
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dtype: string |
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- name: task_description |
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dtype: string |
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splits: |
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- name: all_tasks |
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num_bytes: 549377 |
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num_examples: 201 |
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download_size: 292800 |
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dataset_size: 549377 |
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--- |
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This repository contains the benchmark dataset of [MLR-Bench](https://huggingface.co/papers/2505.19955). |
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We collect 201 tasks from ICLR/NeurIPS/ICML workshops over the past three years. The followings record the metadata of our collection. |
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### Workshop without an official website or deleted |
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* icml2024_fminwild |
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* neurips2024_attrib_late |
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* neurips2024_gsai |
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* neurips2024_rlfm |
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* iclr2023_ai4abm |
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* iclr2023_ml4iot |
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* iclr2023_mldd |
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* iclr2023_NeSy_GeMs |
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* neurips2023_new_in_ml |
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* neurips2023_ai4mat |
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* icml2023_esfomo |
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### Non-general workshops |
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* neurips2024_queerinai |
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* iclr2024_africanlp |
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* iclr2023_africanlp |
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* iclr2023_IndabaX_Rwanda |
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* icml2023_lxai |
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### Repeated workshops |
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* iclr2023_dl4c |
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* iclr2023_mefomo |
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* iclr2023_re_align and iclr2024_realign (TODO: check the details and delete one) |
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* icml2024_fminwild potentially repeat with other workshops |
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### Missing workshop for unknown reason |
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* ICML 2023 The Second Workshop on New Frontiers in Adversarial Machine Learning (https://advml-frontier.github.io/) |
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### Workshop information to be updated |
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* iclr2025_nfam (too many citations without link, should we keep or delete them? https://nfam.vizhub.ai/) |
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## Workshop Links |
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- ICML 2024 (33 workshops) https://openreview.net/group?id=ICML.cc/2024/Workshop |
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- We keeped 24 workshops |
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- Workshops not included |
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- without an official website or deleted |
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- Agentic Markets Workshop at ICML 2024 |
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- Workshop on Efficient Systems for Foundation Models II @ ICML2024 |
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- not included with unknown reason |
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- ICML 2024 AI for Science Workshop (website: https://ai4sciencecommunity.github.io/icml24.html) |
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- 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) |
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- ICML 2024 Workshop Differentiable Almost Everything (https://openreview.net/group?id=ICML.cc/2024/Workshop/Differentiable_Almost_Everything#tab-accept / https://differentiable.xyz/) |
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- 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) |
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- ICML 2024 Workshop on Mechanistic Interpretability (https://openreview.net/group?id=ICML.cc/2024/Workshop/MI#tab-accept-oral) |
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- repeated page |
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- Challenge of ICML 2024 TiFA Workshop |
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- MLLM Attack Challenge of ICML 2024 TiFA Workshop |
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- Non-general workshops |
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- LatinX in AI (LXAI) Research |
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- ICML 2024 Joint Workshop Queer in AI and {Dis}Ability in AI |
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- Workshop out of nowhere |
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* imcl2024_modelofhf??.md |
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- NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop) |
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- In total 53 workshops |
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- 42 workshops have been kepped |
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- Not included |
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- not included with unknown reason |
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- AI for Accelerated Materials Design - NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AI4Mat#tab-accept-spotlight) |
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- Associative Memory & Hopfield Networks in 2023 (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AMHN#tab-accept-oral) |
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- Socially Responsible Language Modelling Research (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/SoLaR#tab-accept-spotlight) |
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- without an official website or deleted |
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- NeurIPS Workshop on Attributing Model Behavior at Scale |
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- NeurIPS 2023 Workshop on Backdoors in Deep Learning - The Good, the Bad, and the Ugly |
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- Intrinsically-Motivated and Open-Ended Learning Workshop @NeurIPS2023 |
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- Multi-Agent Security Workshop @ NeurIPS'23 |
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- Not general |
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- 2nd Annual Global South in AI Meetup |
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- Muslims in Machine Learning Workshop @ NeurIPS2023 |
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- New in Machine Learning Workshop, NeurIPS 2023 |
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- NeurIPS 2023 Queer in AI Workshop |
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- Things to notice |
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* neurips2023_mlncp.md has no topics -> maybe too general for the LLMs to generate ideas? |
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* neurips2023_want.md has been repeated but not deleted |
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- NeurIPS 2024 Workshop |
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- 54 workshops, 51 are included |
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- delete |
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- 3rd Annual Global South in AI Meetup 2024 |
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- Latinx in AI @ NeurIPS 2024 |
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- Muslims in ML Workshop co-located with NeurIPS 2024 |
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- No website or delted |
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- Workshop on Generalization and Safety from Reinforcement Learning to Foundation Models |
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- Things to notice: without an official website or deleted |
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- NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms (still with an abstract here) |
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- NeurIPS 2024 Third Table Representation Learning Workshop |
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- UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models |
