Remove solo pack benchmark/MLR-Bench (kept team contests only)

benchmark/MLR-Bench/README.md

@@ -1,119 +0,0 @@
----
-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