Update README.md

README.md

@@ -1,447 +1,534 @@
----
-dataset_info:
-- config_name: finance
-  features:
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: history
-    dtype: string
-  - name: title
-    dtype: string
-  - name: c_root_id_A
-    dtype: string
-  - name: c_root_id_B
-    dtype: string
-  - name: created_at_utc_A
-    dtype: float64
-  - name: created_at_utc_B
-    dtype: float64
-  - name: score_A
-    dtype: int64
-  - name: score_B
-    dtype: int64
-  - name: human_ref_A
-    dtype: string
-  - name: human_ref_B
-    dtype: string
-  - name: labels
-    dtype: int64
-  - name: overlap_ratio
-    dtype: float64
-  - name: seconds_difference
-    dtype: float64
-  - name: score_ratio
-    dtype: float64
-  - name: len_ratio
-    dtype: float64
-  splits:
-  - name: validation_pref
-    num_bytes: 106745033
-    num_examples: 55518
-  - name: test_pref
-    num_bytes: 109417097
-    num_examples: 58603
-  - name: train_pref
-    num_bytes: 4167127747
-    num_examples: 2245068
-  download_size: 323727636
-  dataset_size: 4383289877
-- config_name: finance_test_prompts
-  features:
-  - name: rank
-    dtype: int64
-  - name: only_comment
-    dtype: bool
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: history
-    dtype: string
-  - name: c_root_id
-    dtype: string
-  - name: created_at_utc
-    dtype: float64
-  - name: score
-    dtype: int64
-  - name: human_ref
-    dtype: string
-  splits:
-  - name: test_prompts
-    num_bytes: 6843041
-    num_examples: 4929
-  download_size: 3194622
-  dataset_size: 6843041
-- config_name: gender_sexuality
-  features:
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: history
-    dtype: string
-  - name: title
-    dtype: string
-  - name: c_root_id_A
-    dtype: string
-  - name: c_root_id_B
-    dtype: string
-  - name: created_at_utc_A
-    dtype: float64
-  - name: created_at_utc_B
-    dtype: float64
-  - name: score_A
-    dtype: int64
-  - name: score_B
-    dtype: int64
-  - name: human_ref_A
-    dtype: string
-  - name: human_ref_B
-    dtype: string
-  - name: labels
-    dtype: int64
-  - name: overlap_ratio
-    dtype: float64
-  - name: seconds_difference
-    dtype: float64
-  - name: score_ratio
-    dtype: float64
-  - name: len_ratio
-    dtype: float64
-  splits:
-  - name: validation_pref
-    num_bytes: 344495496
-    num_examples: 200193
-  - name: test_pref
-    num_bytes: 314580732
-    num_examples: 182706
-  - name: train_pref
-    num_bytes: 12750359301
-    num_examples: 7302867
-  download_size: 1072838873
-  dataset_size: 13409435529
-- config_name: gender_sexuality_test_prompts
-  features:
-  - name: rank
-    dtype: int64
-  - name: only_comment
-    dtype: bool
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: history
-    dtype: string
-  - name: c_root_id
-    dtype: string
-  - name: created_at_utc
-    dtype: float64
-  - name: score
-    dtype: int64
-  - name: human_ref
-    dtype: string
-  splits:
-  - name: test_prompts
-    num_bytes: 24889982
-    num_examples: 17485
-  download_size: 11276178
-  dataset_size: 24889982
-- config_name: history
-  features:
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: history
-    dtype: string
-  - name: title
-    dtype: string
-  - name: c_root_id_A
-    dtype: string
-  - name: c_root_id_B
-    dtype: string
-  - name: created_at_utc_A
-    dtype: float64
-  - name: created_at_utc_B
-    dtype: float64
-  - name: score_A
-    dtype: int64
-  - name: score_B
-    dtype: int64
-  - name: human_ref_A
-    dtype: string
-  - name: human_ref_B
-    dtype: string
-  - name: labels
-    dtype: int64
-  - name: overlap_ratio
-    dtype: float64
-  - name: seconds_difference
-    dtype: float64
-  - name: score_ratio
-    dtype: float64
-  - name: len_ratio
-    dtype: float64
-  splits:
-  - name: validation_pref
-    num_bytes: 11033885
-    num_examples: 7255
-  - name: test_pref
-    num_bytes: 8347339
-    num_examples: 5511
-  - name: train_pref
-    num_bytes: 470504584
-    num_examples: 290723
-  download_size: 48258052
-  dataset_size: 489885808
-- config_name: history_test_prompts
-  features:
-  - name: rank
-    dtype: int64
-  - name: only_comment
-    dtype: bool
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: history
-    dtype: string
-  - name: c_root_id
-    dtype: string
-  - name: created_at_utc
-    dtype: float64
-  - name: score
-    dtype: int64
-  - name: human_ref
-    dtype: string
-  splits:
-  - name: test_prompts
-    num_bytes: 1461426
-    num_examples: 1027
-  download_size: 818158
-  dataset_size: 1461426
-- config_name: politics
-  features:
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: history
-    dtype: string
-  - name: title
-    dtype: string
-  - name: c_root_id_A
-    dtype: string
-  - name: c_root_id_B
-    dtype: string
-  - name: created_at_utc_A
-    dtype: float64
-  - name: created_at_utc_B
-    dtype: float64
-  - name: score_A
-    dtype: int64
-  - name: score_B
-    dtype: int64
-  - name: human_ref_A
-    dtype: string
-  - name: human_ref_B
-    dtype: string
-  - name: labels
-    dtype: int64
-  - name: overlap_ratio
-    dtype: float64
-  - name: seconds_difference
-    dtype: float64
-  - name: score_ratio
-    dtype: float64
-  - name: len_ratio
-    dtype: float64
-  splits:
-  - name: validation_pref
-    num_bytes: 144623174
-    num_examples: 83290
-  - name: test_pref
-    num_bytes: 162259697
-    num_examples: 95042
-  - name: train_pref
-    num_bytes: 5691098839
-    num_examples: 3411735
-  download_size: 453464096
-  dataset_size: 5997981710
-- config_name: politics_test_prompts
-  features:
-  - name: rank
-    dtype: int64
-  - name: only_comment
-    dtype: bool
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: history
-    dtype: string
-  - name: c_root_id
-    dtype: string
-  - name: created_at_utc
-    dtype: float64
-  - name: score
-    dtype: int64
-  - name: human_ref
-    dtype: string
-  splits:
-  - name: test_prompts
-    num_bytes: 9753539
-    num_examples: 8156
-  download_size: 4811733
-  dataset_size: 9753539
-- config_name: science
-  features:
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: history
-    dtype: string
-  - name: title
-    dtype: string
-  - name: c_root_id_A
-    dtype: string
-  - name: c_root_id_B
-    dtype: string
-  - name: created_at_utc_A
-    dtype: float64
-  - name: created_at_utc_B
-    dtype: float64
-  - name: score_A
-    dtype: int64
-  - name: score_B
-    dtype: int64
-  - name: human_ref_A
-    dtype: string
-  - name: human_ref_B
-    dtype: string
-  - name: labels
-    dtype: int64
-  - name: overlap_ratio
-    dtype: float64
-  - name: seconds_difference
-    dtype: float64
-  - name: score_ratio
-    dtype: float64
-  - name: len_ratio
-    dtype: float64
-  splits:
-  - name: validation_pref
-    num_bytes: 49143432
-    num_examples: 28225
-  - name: test_pref
-    num_bytes: 49485277
-    num_examples: 28595
-  - name: train_pref
-    num_bytes: 1886530811
-    num_examples: 1092551
-  download_size: 214600434
-  dataset_size: 1985159520
-- config_name: science_test_prompts
-  features:
-  - name: rank
-    dtype: int64
-  - name: only_comment
-    dtype: bool
-  - name: domain
-    dtype: string
-  - name: post_id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: history
-    dtype: string
-  - name: c_root_id
-    dtype: string
-  - name: created_at_utc
-    dtype: float64
-  - name: score
-    dtype: int64
-  - name: human_ref
-    dtype: string
-  splits:
-  - name: test_prompts
-    num_bytes: 6695945
-    num_examples: 5495
-  download_size: 3505358
-  dataset_size: 6695945
-configs:
-- config_name: finance
-  data_files:
-  - split: validation_pref
-    path: finance/validation_pref-*
-  - split: test_pref
-    path: finance/test_pref-*
-  - split: train_pref
-    path: finance/train_pref-*
-- config_name: finance_test_prompts
-  data_files:
-  - split: test_prompts
-    path: finance_test_prompts/test_prompts-*
-- config_name: gender_sexuality
-  data_files:
-  - split: validation_pref
-    path: gender_sexuality/validation_pref-*
-  - split: test_pref
-    path: gender_sexuality/test_pref-*
-  - split: train_pref
-    path: gender_sexuality/train_pref-*
-- config_name: gender_sexuality_test_prompts
-  data_files:
-  - split: test_prompts
-    path: gender_sexuality_test_prompts/test_prompts-*
-- config_name: history
-  data_files:
-  - split: validation_pref
-    path: history/validation_pref-*
-  - split: test_pref
-    path: history/test_pref-*
-  - split: train_pref
-    path: history/train_pref-*
-- config_name: history_test_prompts
-  data_files:
-  - split: test_prompts
-    path: history_test_prompts/test_prompts-*
-- config_name: politics
-  data_files:
-  - split: validation_pref
-    path: politics/validation_pref-*
-  - split: test_pref
-    path: politics/test_pref-*
-  - split: train_pref
-    path: politics/train_pref-*
-- config_name: politics_test_prompts
-  data_files:
-  - split: test_prompts
-    path: politics_test_prompts/test_prompts-*
-- config_name: science
-  data_files:
-  - split: validation_pref
-    path: science/validation_pref-*
-  - split: test_pref
-    path: science/test_pref-*
-  - split: train_pref
-    path: science/train_pref-*
-- config_name: science_test_prompts
-  data_files:
-  - split: test_prompts
-    path: science_test_prompts/test_prompts-*
----
+---
+dataset_info:
+- config_name: finance
+  features:
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: history
+    dtype: string
+  - name: title
+    dtype: string
+  - name: c_root_id_A
+    dtype: string
+  - name: c_root_id_B
+    dtype: string
+  - name: created_at_utc_A
+    dtype: float64
+  - name: created_at_utc_B
+    dtype: float64
+  - name: score_A
+    dtype: int64
+  - name: score_B
+    dtype: int64
+  - name: human_ref_A
+    dtype: string
+  - name: human_ref_B
+    dtype: string
+  - name: labels
+    dtype: int64
+  - name: overlap_ratio
+    dtype: float64
+  - name: seconds_difference
+    dtype: float64
+  - name: score_ratio
+    dtype: float64
+  - name: len_ratio
+    dtype: float64
+  splits:
+  - name: validation_pref
+    num_bytes: 106745033
+    num_examples: 55518
+  - name: test_pref
+    num_bytes: 109417097
+    num_examples: 58603
+  - name: train_pref
+    num_bytes: 4167127747
+    num_examples: 2245068
+  download_size: 323727636
+  dataset_size: 4383289877
+- config_name: finance_test_prompts
+  features:
+  - name: rank
+    dtype: int64
+  - name: only_comment
+    dtype: bool
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: history
+    dtype: string
+  - name: c_root_id
+    dtype: string
+  - name: created_at_utc
+    dtype: float64
+  - name: score
+    dtype: int64
+  - name: human_ref
+    dtype: string
+  splits:
+  - name: test_prompts
+    num_bytes: 6843041
+    num_examples: 4929
+  download_size: 3194622
+  dataset_size: 6843041
+- config_name: gender_sexuality
+  features:
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: history
+    dtype: string
+  - name: title
+    dtype: string
+  - name: c_root_id_A
+    dtype: string
+  - name: c_root_id_B
+    dtype: string
+  - name: created_at_utc_A
+    dtype: float64
+  - name: created_at_utc_B
+    dtype: float64
+  - name: score_A
+    dtype: int64
+  - name: score_B
+    dtype: int64
+  - name: human_ref_A
+    dtype: string
+  - name: human_ref_B
+    dtype: string
+  - name: labels
+    dtype: int64
+  - name: overlap_ratio
+    dtype: float64
+  - name: seconds_difference
+    dtype: float64
+  - name: score_ratio
+    dtype: float64
+  - name: len_ratio
+    dtype: float64
+  splits:
+  - name: validation_pref
+    num_bytes: 344495496
+    num_examples: 200193
+  - name: test_pref
+    num_bytes: 314580732
+    num_examples: 182706
+  - name: train_pref
+    num_bytes: 12750359301
+    num_examples: 7302867
+  download_size: 1072838873
+  dataset_size: 13409435529
+- config_name: gender_sexuality_test_prompts
+  features:
+  - name: rank
+    dtype: int64
+  - name: only_comment
+    dtype: bool
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: history
+    dtype: string
+  - name: c_root_id
+    dtype: string
+  - name: created_at_utc
+    dtype: float64
+  - name: score
+    dtype: int64
+  - name: human_ref
+    dtype: string
+  splits:
+  - name: test_prompts
+    num_bytes: 24889982
+    num_examples: 17485
+  download_size: 11276178
+  dataset_size: 24889982
+- config_name: history
+  features:
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: history
+    dtype: string
+  - name: title
+    dtype: string
+  - name: c_root_id_A
+    dtype: string
+  - name: c_root_id_B
+    dtype: string
+  - name: created_at_utc_A
+    dtype: float64
+  - name: created_at_utc_B
+    dtype: float64
+  - name: score_A
+    dtype: int64
+  - name: score_B
+    dtype: int64
+  - name: human_ref_A
+    dtype: string
+  - name: human_ref_B
+    dtype: string
+  - name: labels
+    dtype: int64
+  - name: overlap_ratio
+    dtype: float64
+  - name: seconds_difference
+    dtype: float64
+  - name: score_ratio
+    dtype: float64
+  - name: len_ratio
+    dtype: float64
+  splits:
+  - name: validation_pref
+    num_bytes: 11033885
+    num_examples: 7255
+  - name: test_pref
+    num_bytes: 8347339
+    num_examples: 5511
+  - name: train_pref
+    num_bytes: 470504584
+    num_examples: 290723
+  download_size: 48258052
+  dataset_size: 489885808
+- config_name: history_test_prompts
+  features:
+  - name: rank
+    dtype: int64
+  - name: only_comment
+    dtype: bool
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: history
+    dtype: string
+  - name: c_root_id
+    dtype: string
+  - name: created_at_utc
+    dtype: float64
+  - name: score
+    dtype: int64
+  - name: human_ref
+    dtype: string
+  splits:
+  - name: test_prompts
+    num_bytes: 1461426
+    num_examples: 1027
+  download_size: 818158
+  dataset_size: 1461426
+- config_name: politics
+  features:
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: history
+    dtype: string
+  - name: title
+    dtype: string
+  - name: c_root_id_A
+    dtype: string
+  - name: c_root_id_B
+    dtype: string
+  - name: created_at_utc_A
+    dtype: float64
+  - name: created_at_utc_B
+    dtype: float64
+  - name: score_A
+    dtype: int64
+  - name: score_B
+    dtype: int64
+  - name: human_ref_A
+    dtype: string
+  - name: human_ref_B
+    dtype: string
+  - name: labels
+    dtype: int64
+  - name: overlap_ratio
+    dtype: float64
+  - name: seconds_difference
+    dtype: float64
+  - name: score_ratio
+    dtype: float64
+  - name: len_ratio
+    dtype: float64
+  splits:
+  - name: validation_pref
+    num_bytes: 144623174
+    num_examples: 83290
+  - name: test_pref
+    num_bytes: 162259697
+    num_examples: 95042
+  - name: train_pref
+    num_bytes: 5691098839
+    num_examples: 3411735
+  download_size: 453464096
+  dataset_size: 5997981710
+- config_name: politics_test_prompts
+  features:
+  - name: rank
+    dtype: int64
+  - name: only_comment
+    dtype: bool
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: history
+    dtype: string
+  - name: c_root_id
+    dtype: string
+  - name: created_at_utc
+    dtype: float64
+  - name: score
+    dtype: int64
+  - name: human_ref
+    dtype: string
+  splits:
+  - name: test_prompts
+    num_bytes: 9753539
+    num_examples: 8156
+  download_size: 4811733
+  dataset_size: 9753539
+- config_name: science
+  features:
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: history
+    dtype: string
+  - name: title
+    dtype: string
+  - name: c_root_id_A
+    dtype: string
+  - name: c_root_id_B
+    dtype: string
+  - name: created_at_utc_A
+    dtype: float64
+  - name: created_at_utc_B
+    dtype: float64
+  - name: score_A
+    dtype: int64
+  - name: score_B
+    dtype: int64
+  - name: human_ref_A
+    dtype: string
+  - name: human_ref_B
+    dtype: string
+  - name: labels
+    dtype: int64
+  - name: overlap_ratio
+    dtype: float64
+  - name: seconds_difference
+    dtype: float64
+  - name: score_ratio
+    dtype: float64
+  - name: len_ratio
+    dtype: float64
+  splits:
+  - name: validation_pref
+    num_bytes: 49143432
+    num_examples: 28225
+  - name: test_pref
+    num_bytes: 49485277
+    num_examples: 28595
+  - name: train_pref
+    num_bytes: 1886530811
+    num_examples: 1092551
+  download_size: 214600434
+  dataset_size: 1985159520
+- config_name: science_test_prompts
+  features:
+  - name: rank
+    dtype: int64
+  - name: only_comment
+    dtype: bool
+  - name: domain
+    dtype: string
+  - name: post_id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: history
+    dtype: string
+  - name: c_root_id
+    dtype: string
+  - name: created_at_utc
+    dtype: float64
+  - name: score
+    dtype: int64
+  - name: human_ref
+    dtype: string
+  splits:
+  - name: test_prompts
+    num_bytes: 6695945
+    num_examples: 5495
+  download_size: 3505358
+  dataset_size: 6695945
+configs:
+- config_name: finance
+  data_files:
+  - split: validation_pref
+    path: finance/validation_pref-*
+  - split: test_pref
+    path: finance/test_pref-*
+  - split: train_pref
+    path: finance/train_pref-*
+- config_name: finance_test_prompts
+  data_files:
+  - split: test_prompts
+    path: finance_test_prompts/test_prompts-*
+- config_name: gender_sexuality
+  data_files:
+  - split: validation_pref
+    path: gender_sexuality/validation_pref-*
+  - split: test_pref
+    path: gender_sexuality/test_pref-*
+  - split: train_pref
+    path: gender_sexuality/train_pref-*
+- config_name: gender_sexuality_test_prompts
+  data_files:
+  - split: test_prompts
+    path: gender_sexuality_test_prompts/test_prompts-*
+- config_name: history
+  data_files:
+  - split: validation_pref
+    path: history/validation_pref-*
+  - split: test_pref
+    path: history/test_pref-*
+  - split: train_pref
+    path: history/train_pref-*
+- config_name: history_test_prompts
+  data_files:
+  - split: test_prompts
+    path: history_test_prompts/test_prompts-*
+- config_name: politics
+  data_files:
+  - split: validation_pref
+    path: politics/validation_pref-*
+  - split: test_pref
+    path: politics/test_pref-*
+  - split: train_pref
+    path: politics/train_pref-*
+- config_name: politics_test_prompts
+  data_files:
+  - split: test_prompts
+    path: politics_test_prompts/test_prompts-*
+- config_name: science
+  data_files:
+  - split: validation_pref
+    path: science/validation_pref-*
+  - split: test_pref
+    path: science/test_pref-*
+  - split: train_pref
+    path: science/train_pref-*
+- config_name: science_test_prompts
+  data_files:
+  - split: test_prompts
+    path: science_test_prompts/test_prompts-*
+license: odc-by
+language:
+- en
+pretty_name: c
+---
 # Dataset Card for "compred"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## Dataset Details
+
+### Dataset Description
+
+Conventional algorithms for training language models (LMs) with human feedback rely on preferences that are assumed to account for an average user, 
+disregarding subjectivity and finer-grained variations. Recent studies have raised concerns about aggregating such diverse, often contradictory human feedback to train 
+a single universal reward model, questioning which values or voices the models align with. 
+Finetuning models to maximize such reward results in generic models that produce outputs not preferred by many user groups, 
+as they tend to average out styles and norms. To study this issue, we collect and release **ComPRed**, 
+a question-answering dataset with community-level preferences from Reddit. 
+This dataset facilitates studying diversity in preferences without incurring privacy concerns associated with individual feedback.
+
+- **Curated by:** Allen Institute for AI, The Ohio State University, Carnegie Mellon University
+- **Paper:** [ArXiv](#)
+- **Repository:** [https://github.com/allenai/compred](https://github.com/allenai/compred)
+- **Language(s) (NLP):** English
+- **License:** https://opendatacommons.org/licenses/by/odc_by_1.0_public_text.txt
+- **Point of Contact:** [Sachin Kumar & Chan Young Park](mailto:kumar.1145@osu.edu, chanyoun@andrew.cmu.edu)
+
+
+## Uses
+
+ComPreD contains five subsets divided based on factors driving diverging user preferences (we followed a similar process as [SHP](https://huggingface.co/datasets/stanfordnlp/SHP) to create this dataset). 
+
+| Subset(s)    | Factor |
+| -------- | ------- |
+| politics  | Ideologies    |
+| gender_and_sexuality | Demographics     |
+| finance, history    | Community Norms    |
+| science | Level of expertise / Community Norms | 
+
+### Loading
+
+```python
+from datasets import load_dataset
+
+
+# load finance train set
+finance_train_pref = load_dataset("allenai/compred", "finance", split="train_pref")
+
+# load finance test prompts
+finance_test_prompts = load_dataset("allenai/compred", "finance_test_prompts", split="test_prompts")
+```
+
+### Dataset Structure
+
+Coming soon
+
+<!-- Preference data in each subset (train_pref, validation_pref, test_pref) has the following fields:
+  - id (str): a unique identifier
+  - prompt (`str`): the instruction/query which can be safely complied with
+  - chosen (`str`): the compliant response from a stronger model
+  - chosen_model (`str`): gpt-4
+  - rejected (`str`): the noncompliant response from a weaker model
+  - rejected_model (`str`): where applicable
+
+Test prompts in each subset (test_prompts) has the following fields:
+
+  - id (str): a unique identifier
+  - prompt (str): the instruction/query which should NOT be complied with (original set) or should be complied with (contrast)
+  - response (str): the noncompliant or compliant response (only in train split)
+  - category (str): a high-level noncompliance category defined in our taxonomy including: "incomplete requests", "unsupported requests", "indeterminate requests", "humanizing requests", and "requests with safety concerns"
+  - subcategory (str): a fine-grained subcategory under each category
+ -->
+
+### Data Creation
+
+Please refer to our [paper](#) for details on our dataset collection.
+
+
+## Licensing Information
+
+ComPreD is made available under the ODC-BY requiring the user to follow the licenses of the subsequent parts. 
+
+## Citation
+
+```
+@article{kumar-park2024,
+  title={{Personalized LMs: Aligning Language Models with Diverse Human Preferences}},
+  author={Sachin Kumar, Chan Young Park, Yulia Tsvetkov, Noah A. Smith, Hannaneh Hajishirzi},
+  journal={},
+  year={2024}
+}
+```