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IR-Cocktail
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nfcorpus

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train

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'title'})

This happened while the json dataset builder was generating data using

zip://corpus/human.jsonl::/tmp/hf-datasets-cache/medium/datasets/52261510236876-config-parquet-and-info-IR-Cocktail-nfcorpus-beb39965/downloads/5b4cbb0537e0160b6d67736fb6ff0a52f73c40ed381b855e4705faa12f4ef004

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              _id: string
              title: string
              text: string
              metadata: struct<url: string>
                child 0, url: string
              to
              {'_id': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'metadata': {'url': Value(dtype='string', id=None)}}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1324, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 938, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'title'})
              
              This happened while the json dataset builder was generating data using
              
              zip://corpus/human.jsonl::/tmp/hf-datasets-cache/medium/datasets/52261510236876-config-parquet-and-info-IR-Cocktail-nfcorpus-beb39965/downloads/5b4cbb0537e0160b6d67736fb6ff0a52f73c40ed381b855e4705faa12f4ef004
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

_id string	text string	metadata dict
PLAIN-3	Breast Cancer Cells Feed on Cholesterol	{ "url": "http://nutritionfacts.org/2015/07/14/breast-cancer-cells-feed-on-cholesterol/" }
PLAIN-4	Using Diet to Treat Asthma and Eczema	{ "url": "http://nutritionfacts.org/2015/07/09/using-diet-to-treat-asthma-and-eczema/" }
PLAIN-5	Treating Asthma With Plants vs. Pills	{ "url": "http://nutritionfacts.org/2015/07/07/treating-asthma-with-plants-vs-pills/" }
PLAIN-6	How Fruits and Vegetables Can Treat Asthma	{ "url": "http://nutritionfacts.org/2015/07/02/how-fruits-and-vegetables-can-treat-asthma/" }
PLAIN-7	How Fruits and Vegetables Can Prevent Asthma	{ "url": "http://nutritionfacts.org/2015/06/30/how-fruits-and-vegetables-can-prevent-asthma/" }
PLAIN-8	Our Tax Dollars Subsidize Unhealthy Foods	{ "url": "http://nutritionfacts.org/2015/06/25/our-tax-dollars-subsidize-unhealthy-foods/" }
PLAIN-9	Reducing Arsenic in Chicken and Rice	{ "url": "http://nutritionfacts.org/2015/06/23/reducing-arsenic-in-chicken-and-rice/" }
PLAIN-10	How Contaminated Are Our Children?	{ "url": "http://nutritionfacts.org/2015/06/18/how-contaminated-are-our-children/" }
PLAIN-14	Blood Type Diet Perceived as "Crass Fraud"	{ "url": "http://nutritionfacts.org/2015/06/04/blood-type-diet-debunked/" }
PLAIN-15	Why Do Heart Doctors Favor Surgery and Drugs Over Diet?	{ "url": "http://nutritionfacts.org/2015/06/02/why-do-heart-doctors-favor-surgery-and-drugs-over-diet/" }
PLAIN-16	Phytates in Beans: Anti-Nutrient or Anti-Cancer?	{ "url": "http://nutritionfacts.org/2015/05/28/phytates-in-beans-anti-nutrient-or-anti-cancer/" }
PLAIN-17	How Phytates Fight Cancer Cells	{ "url": "http://nutritionfacts.org/2015/05/26/how-phytates-fight-cancer-cells/" }
PLAIN-18	Colon Cancer Prevention: Is it the Fiber or the Phytates?	{ "url": "http://nutritionfacts.org/2015/05/21/colon-cancer-prevention-is-it-the-fiber-or-the-phytates/" }
PLAIN-19	Low Carb Diets Found to Feed Heart Disease	{ "url": "http://nutritionfacts.org/2015/05/19/low-carb-diets-and-coronary-blood-flow/" }
PLAIN-20	How Curry Can Kill Cancer Cells	{ "url": "http://nutritionfacts.org/2015/05/12/how-curry-can-kill-cancer-cells/" }
PLAIN-21	Testing Turmeric on Smokers	{ "url": "http://nutritionfacts.org/2015/05/07/testing-turmeric-on-smokers/" }
PLAIN-24	Alkylphenol Endocrine Disruptors and Allergies	{ "url": "http://nutritionfacts.org/2015/04/23/alkylphenol-endocrine-disruptors-and-allergies/" }
PLAIN-25	Slowing Cognitive Decline with Berries	{ "url": "http://nutritionfacts.org/2015/04/21/how-to-slow-brain-aging-by-two-years/" }
PLAIN-26	What is ‘Meat Glue’?	{ "url": "http://nutritionfacts.org/2015/04/16/what-is-meat-glue/" }
PLAIN-27	Is Liquid Smoke Safe?	{ "url": "http://nutritionfacts.org/2015/04/14/does-liquid-smoke-cause-cancer/" }
PLAIN-28	Does Antioxidant Intake Matter for Stroke and Heart Disease?	{ "url": "http://nutritionfacts.org/2015/04/09/food-antioxidants-stroke-and-heart-disease/" }
PLAIN-29	Does Antioxidant Intake Matter for Cancer?	{ "url": "http://nutritionfacts.org/2015/04/07/food-antioxidants-and-cancer/" }
PLAIN-30	Is buying organic worth it? A review of the science in new DVD	{ "url": "http://nutritionfacts.org/2015/04/02/is-buying-organic-worth-it-a-review-of-the-science-in-new-dvd/" }
PLAIN-31	Orange Aromatherapy for Anxiety	{ "url": "http://nutritionfacts.org/2015/03/31/does-orange-aromatherapy-reduce-anxiety/" }
PLAIN-34	Food Manufacturers Get to Decide if Their Own Additives Are Safe	{ "url": "http://nutritionfacts.org/2015/03/19/food-manufacturers-get-to-decide-if-their-own-additives-are-safe/" }
PLAIN-35	Meat Industry Wins Right to Sell Tainted Meat	{ "url": "http://nutritionfacts.org/2015/03/17/meat-industry-wins-right-to-sell-tainted-meat/" }
PLAIN-36	Chicken Salmonella Outbreaks Show Food Safety Systems Failure	{ "url": "http://nutritionfacts.org/2015/03/12/chicken-salmonella-outbreaks-show-food-safety-systems-failure/" }
PLAIN-37	Viral Food Poisoning from Pesticides?	{ "url": "http://nutritionfacts.org/2015/03/10/viral-food-poisoning-from-pesticides/" }
PLAIN-38	The Reversal on Fish Oil	{ "url": "http://nutritionfacts.org/2015/03/05/the-reversal-on-fish-oil/" }
PLAIN-40	Are Multivitamins Just a Waste of Money?	{ "url": "http://nutritionfacts.org/2015/02/26/are-multivitamins-just-a-waste-of-money/" }
PLAIN-41	Understanding Lifestyle Medicine From the Heart	{ "url": "http://nutritionfacts.org/2015/02/24/understanding-lifestyle-medicine-from-the-heart/" }
PLAIN-42	Don't Forget Fiber	{ "url": "http://nutritionfacts.org/2015/02/19/dont-forget-fiber/" }
PLAIN-46	Why Pepper Boosts Turmeric Blood Levels	{ "url": "http://nutritionfacts.org/2015/02/05/why-pepper-boosts-turmeric-blood-levels/" }
PLAIN-47	Foods That Fight Osteoarthritis & Inflammation	{ "url": "http://nutritionfacts.org/2015/02/03/foods-that-fight-osteoarthritis-inflammation/" }
PLAIN-49	The Spice That Helps Ease Rheumatoid Arthritis Pain	{ "url": "http://nutritionfacts.org/2015/01/27/the-spice-that-helps-ease-rheumatoid-arthritis-pain/" }
PLAIN-50	The Top Three DNA Protecting Spices	{ "url": "http://nutritionfacts.org/2015/01/22/the-top-three-dna-protecting-spices/" }
PLAIN-51	The Top Four Anti-Inflammatory Spices	{ "url": "http://nutritionfacts.org/2015/01/20/the-top-four-anti-inflammatory-spices/" }
PLAIN-52	Superbugs on Retail Chicken	{ "url": "http://nutritionfacts.org/2015/01/15/superbugs-on-retail-chicken/" }
PLAIN-53	Foods for Computer Eye Strain	{ "url": "http://nutritionfacts.org/2015/01/13/foods-for-computer-eye-strain/" }
PLAIN-54	Currant Treatment for Glaucoma	{ "url": "http://nutritionfacts.org/2015/01/08/currant-treatment-for-glaucoma/" }
PLAIN-57	How Long to Avoid Fish Before Conception?	{ "url": "http://nutritionfacts.org/2014/12/25/how-long-to-avoid-fish-before-conception/" }
PLAIN-58	Boosting Anti-Cancer Immunity with Berries	{ "url": "http://nutritionfacts.org/2014/12/23/boosting-anti-cancer-immunity-with-berries/" }
PLAIN-59	The Vitamin Everyone on a Plant-Based Diet Needs	{ "url": "http://nutritionfacts.org/2014/12/18/the-vitamin-everyone-on-a-plant-based-diet-needs/" }
PLAIN-60	Comparing Vegans' Arteries to Runners'	{ "url": "http://nutritionfacts.org/2014/12/16/comparing-vegans-arteries-to-runners/" }
PLAIN-61	Add Beans, Berries, and Greens to More Meals	{ "url": "http://nutritionfacts.org/2014/12/11/add-beans-berries-and-greens-to-more-meals/" }
PLAIN-63	How to Get Enough Antioxidants Each Day	{ "url": "http://nutritionfacts.org/2014/12/04/how-to-get-enough-antioxidants-each-day/" }
PLAIN-64	The Reason We Need More Antioxidants	{ "url": "http://nutritionfacts.org/2014/12/02/the-reason-we-need-more-antioxidants-and-why-were-not-getting-them/" }
PLAIN-65	How Avoiding Eggs Could Help You Avoid Diabetes	{ "url": "http://nutritionfacts.org/2014/11/27/how-avoiding-eggs-could-help-you-avoid-diabetes/" }
PLAIN-69	Does Caramel Color Cause Cancer?	{ "url": "http://nutritionfacts.org/2014/11/13/does-caramel-color-cause-cancer/" }
PLAIN-70	We Can End the Heart Disease Epidemic	{ "url": "http://nutritionfacts.org/2014/11/11/we-can-end-the-heart-disease-epidemic/" }
PLAIN-71	How to Prevent Heart Disease	{ "url": "http://nutritionfacts.org/2014/11/06/how-to-prevent-heart-disease/" }
PLAIN-72	How Seafood Can Impact Brain Development	{ "url": "http://nutritionfacts.org/2014/11/04/how-seafood-can-impact-brain-development/" }
PLAIN-73	Why Pregnant Women Should Avoid Tuna	{ "url": "http://nutritionfacts.org/2014/10/30/why-pregnant-women-should-avoid-tuna/" }
PLAIN-74	How Fatty Foods May Affect Our Love Life	{ "url": "http://nutritionfacts.org/2014/10/28/how-fatty-foods-may-affect-our-love-life/" }
PLAIN-75	Can One Become a Sugar Addict?	{ "url": "http://nutritionfacts.org/2014/10/23/can-one-become-a-sugar-addict/" }
PLAIN-76	Where are Phosphate Additives Found?	{ "url": "http://nutritionfacts.org/2014/10/21/where-are-phosphate-additives-found/" }
PLAIN-79	What to Eat to Reduce Our Toxic Exposure	{ "url": "http://nutritionfacts.org/2014/10/09/what-to-eat-to-reduce-our-toxic-exposure/" }
PLAIN-80	Our Immune System Uses Plants To Activate Gut Protection	{ "url": "http://nutritionfacts.org/2014/10/07/our-immune-system-uses-plants-to-activate-gut-protection/" }
PLAIN-82	Are Canned Beans as Healthy as Home Cooked?	{ "url": "http://nutritionfacts.org/2014/09/25/are-canned-beans-as-healthy-as-home-cooked/" }
PLAIN-84	Can Eating Soy Prevent Breast Cancer?	{ "url": "http://nutritionfacts.org/2014/09/18/can-eating-soy-prevent-breast-cancer/" }
PLAIN-85	Eat Beans to Live Longer	{ "url": "http://nutritionfacts.org/2014/09/16/eat-beans-to-live-longer/" }
PLAIN-86	Overdosing on Poppy Seeds	{ "url": "http://nutritionfacts.org/2014/09/11/overdosing-on-poppy-seeds/" }
PLAIN-87	The Healthiest Diet for Weight Control	{ "url": "http://nutritionfacts.org/2014/09/09/the-healthiest-diet-for-weight-control/" }
PLAIN-88	Why Athletes Should Eat Nutritional Yeast	{ "url": "http://nutritionfacts.org/2014/09/04/why-athletes-should-eat-nutritional-yeast/" }
PLAIN-92	Why the Egg-Cancer Link?	{ "url": "http://nutritionfacts.org/2014/08/21/why-the-egg-cancer-link/" }
PLAIN-93	How Eggs Can Impact Body Odor	{ "url": "http://nutritionfacts.org/2014/08/19/how-eggs-can-impact-body-odor/" }
PLAIN-94	How to Design a Misleading Study	{ "url": "http://nutritionfacts.org/2014/08/14/how-the-meat-industry-designed-a-highly-misleading-study/" }
PLAIN-95	How Grapefruit Affects Prescription Drugs	{ "url": "http://nutritionfacts.org/2014/08/12/how-grapefruit-affects-prescription-drugs/" }
PLAIN-97	Test to See If Your Diet is Alkaline or Acid Forming	{ "url": "http://nutritionfacts.org/2014/08/05/test-to-see-if-your-diet-is-alkaline-or-acid-forming/" }
PLAIN-98	Does Animal Protein Cause Osteoporosis?	{ "url": "http://nutritionfacts.org/2014/07/31/does-animal-protein-cause-osteoporosis/" }
PLAIN-99	Quadrupling Breast Cancer Survival	{ "url": "http://nutritionfacts.org/2014/07/29/quadrupling-breast-cancer-survival/" }
PLAIN-100	Cancer and the Animal-to-Plant Protein Ratio	{ "url": "http://nutritionfacts.org/2014/07/24/cancer-and-the-animal-to-plant-protein-ratio/" }
PLAIN-103	How Plant-Based Diets May Extend Our Lives	{ "url": "http://nutritionfacts.org/2014/07/10/how-plant-based-diets-may-extend-our-lives/" }
PLAIN-104	A Low Methionine Diet May Help Starve Cancer Cells	{ "url": "http://nutritionfacts.org/2014/07/08/a-low-methionine-diet-may-help-starve-cancer-cells/" }
PLAIN-105	How Animal Proteins May Trigger Autoimmune Disease	{ "url": "http://nutritionfacts.org/2014/07/03/how-animal-proteins-may-trigger-autoimmune-disease/" }
PLAIN-106	Handling Poultry Tied to Liver/Pancreatic Cancers	{ "url": "http://nutritionfacts.org/2014/07/01/handling-poultry-tied-to-liverpancreatic-cancers/" }
PLAIN-107	Improving Attractiveness in Six Weeks	{ "url": "http://nutritionfacts.org/2014/06/26/improving-attractiveness-in-six-weeks/" }
PLAIN-108	Want to be Healthier? Change Your Taste Buds	{ "url": "http://nutritionfacts.org/2014/06/24/want-to-be-healthier-change-your-taste-buds/" }
PLAIN-109	How to Get Parents to Eat Their Vegetables	{ "url": "http://nutritionfacts.org/2014/06/19/how-to-get-parents-to-eat-their-vegetables/" }
PLAIN-110	How To Get Our Kids to Eat Their Vegetables	{ "url": "http://nutritionfacts.org/2014/06/17/how-to-get-our-kids-to-eat-their-vegetables/" }
PLAIN-114	How to Treat ADHD Without Drugs	{ "url": "http://nutritionfacts.org/2014/06/03/how-to-treat-adhd-without-drugs/" }
PLAIN-115	Avoid Butter-Flavored Microwave Popcorn	{ "url": "http://nutritionfacts.org/2014/05/29/avoid-butter-flavored-microwave-popcorn/" }
PLAIN-116	Pistachios May Help Erectile Dysfunction	{ "url": "http://nutritionfacts.org/2014/05/27/pistachios-may-help-erectile-dysfunction/" }
PLAIN-117	Foods for a Long Life and Love Life	{ "url": "http://nutritionfacts.org/2014/05/22/foods-for-a-long-life-and-love-life/" }
PLAIN-118	Pills vs. Diet For Erectile Dysfunction	{ "url": "http://nutritionfacts.org/2014/05/20/pills-vs-diet-for-erectile-dysfunction/" }
PLAIN-119	Which Seaweed to Help Prevent Breast Cancer?	{ "url": "http://nutritionfacts.org/2014/05/15/which-seaweed-to-help-prevent-breast-cancer/" }
PLAIN-120	Preloading With Watercress Before Exercise	{ "url": "http://nutritionfacts.org/2014/05/13/preloading-with-watercress-before-exercise/" }
PLAIN-121	Berries to Prevent Muscle Soreness	{ "url": "http://nutritionfacts.org/2014/05/08/berries-to-prevent-muscle-soreness/" }
PLAIN-124	Toxin Contamination of Spirulina Supplements	{ "url": "http://nutritionfacts.org/2014/04/29/toxin-contamination-of-spirulina-supplements/" }
PLAIN-125	Is Noni or Mangosteen Juice Safe?	{ "url": "http://nutritionfacts.org/2014/04/24/is-noni-or-mangosteen-juice-safe/" }
PLAIN-126	Should Carrageenan Be Avoided?	{ "url": "http://nutritionfacts.org/2014/04/22/should-carrageenan-be-avoided/" }
PLAIN-127	Treating Menstrual Pain With Diet	{ "url": "http://nutritionfacts.org/2014/04/17/treating-menstrual-pain-with-diet/" }
PLAIN-128	Cayenne for Irritable Bowel	{ "url": "http://nutritionfacts.org/2014/04/15/cayenne-for-irritable-bowel/" }
PLAIN-129	Natural Treatment for Cluster Headaches	{ "url": "http://nutritionfacts.org/2014/04/10/natural-treatment-for-cluster-headaches/" }
PLAIN-130	Foods With Natural Melatonin	{ "url": "http://nutritionfacts.org/2014/04/03/foods-with-natural-melatonin/" }
PLAIN-131	Two Kiwifruit an Hour Before Bedtime	{ "url": "http://nutritionfacts.org/2014/04/01/two-kiwi-fruits-an-hour-before-bedtime/" }
PLAIN-134	Breast Cancer and Wine	{ "url": "http://nutritionfacts.org/2014/03/20/breast-cancer-and-wine/" }
PLAIN-135	Why Do Vegan Women Have Fewer Female Cancers?	{ "url": "http://nutritionfacts.org/2014/03/18/why-do-vegan-women-have-fewer-female-cancers/" }
PLAIN-136	When a Scraped Knee May Once Again Kill	{ "url": "http://nutritionfacts.org/2014/03/13/when-a-scraped-knee-may-kill-again/" }
PLAIN-137	Why We Should Eat More Beans	{ "url": "http://nutritionfacts.org/2014/03/11/why-you-should-eat-more-beans/" }

End of preview.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Data Description

Homepage: https://github.com/KID-22/Cocktail
Repository: https://github.com/KID-22/Cocktail
Paper: [Needs More Information]

Dataset Summary

All the 16 benchmarked datasets in Cocktail are listed in the following table.

Dataset	Raw Website	Cocktail Website	Cocktail-Name	md5 for Processed Data	Domain	Relevancy	# Test Query	# Corpus
MS MARCO	Homepage	Homepage	`msmarco`	`985926f3e906fadf0dc6249f23ed850f`	Misc.	Binary	6,979	542,203
DL19	Homepage	Homepage	`dl19`	`d652af47ec0e844af43109c0acf50b74`	Misc.	Binary	43	542,203
DL20	Homepage	Homepage	`dl20`	`3afc48141dce3405ede2b6b937c65036`	Misc.	Binary	54	542,203
TREC-COVID	Homepage	Homepage	`trec-covid`	`1e1e2264b623d9cb7cb50df8141bd535`	Bio-Medical	3-level	50	128,585
NFCorpus	Homepage	Homepage	`nfcorpus`	`695327760647984c5014d64b2fee8de0`	Bio-Medical	3-level	323	3,633
NQ	Homepage	Homepage	`nq`	`a10bfe33efdec54aafcc974ac989c338`	Wikipedia	Binary	3,446	104,194
HotpotQA	Homepage	Homepage	`hotpotqa`	`74467760fff8bf8fbdadd5094bf9dd7b`	Wikipedia	Binary	7,405	111,107
FiQA-2018	Homepage	Homepage	`fiqa`	`4e1e688539b0622630fb6e65d39d26fa`	Finance	Binary	648	57,450
Touché-2020	Homepage	Homepage	`webis-touche2020`	`d58ec465ccd567d8f75edb419b0faaed`	Misc.	3-level	49	101,922
CQADupStack	Homepage	Homepage	`cqadupstack`	`d48d963bc72689c765f381f04fc26f8b`	StackEx.	Binary	1,563	39,962
DBPedia	Homepage	Homepage	`dbpedia-entity`	`43292f4f1a1927e2e323a4a7fa165fc1`	Wikipedia	3-level	400	145,037
SCIDOCS	Homepage	Homepage	`scidocs`	`4058c0915594ab34e9b2b67f885c595f`	Scientific	Binary	1,000	25,259
FEVER	Homepage	Homepage	`fever`	`98b631887d8c38772463e9633c477c69`	Wikipedia	Binary	6,666	114,529
Climate-FEVER	Homepage	Homepage	`climate-fever`	`5734d6ac34f24f5da496b27e04ff991a`	Wikipedia	Binary	1,535	101,339
SciFact	Homepage	Homepage	`scifact`	`b5b8e24ccad98c9ca959061af14bf833`	Scientific	Binary	300	5,183
NQ-UTD	Homepage	Homepage	`nq-utd`	`2e12e66393829cd4be715718f99d2436`	Misc.	3-level	80	800

Dataset Structure

.
├── corpus # * documents
│   ├── human.jsonl # * human-written corpus
│   └── llama-2-7b-chat-tmp0.2.jsonl # * llm-generated corpus
├── qrels
│   └── test.tsv # * relevance for queries
└── queries.jsonl  # * quereis

All Cocktail datasets must contain a humman-written corpus, a LLM-generated corpus, queries and qrels. They must be in the following format:

corpus: a .jsonl file (jsonlines) that contains a list of dictionaries, each with three fields _id with unique document identifier, title with document title (optional) and text with document paragraph or passage. For example: {"_id": "doc1", "title": "title", "text": "text"}
queries file: a .jsonl file (jsonlines) that contains a list of dictionaries, each with two fields _id with unique query identifier and text with query text. For example: {"_id": "q1", "text": "q1_text"}
qrels file: a .tsv file (tab-seperated) that contains three columns, i.e. the query-id, corpus-id and score in this order. Keep 1st row as header. For example: q1 doc1 1

Cite as:

@article{cocktail,
  title={Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration},
  author={Dai, Sunhao and Liu, Weihao and Zhou, Yuqi and Pang, Liang and Ruan, Rongju and Wang, Gang and Dong, Zhenhua and Xu, Jun and Wen, Ji-Rong},
  journal={Findings of the Association for Computational Linguistics: ACL 2024},
  year={2024}
}

@article{dai2024neural,
  title={Neural Retrievers are Biased Towards LLM-Generated Content},
  author={Dai, Sunhao and Zhou, Yuqi and Pang, Liang and Liu, Weihao and Hu, Xiaolin and Liu, Yong and Zhang, Xiao and Wang, Gang and Xu, Jun},
  journal={Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  year={2024}
}

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