Datasets:

IR-Cocktail
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dl20

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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 2 new columns ({'metadata', 'title'})

This happened while the json dataset builder was generating data using

zip://corpus/human.jsonl::/tmp/hf-datasets-cache/medium/datasets/68429777979577-config-parquet-and-info-IR-Cocktail-dl20-d3622e8b/downloads/649bd5098ea9f86de8353af026e5ee206bb55b0e03e3650d38969bde934054e5

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<>
              to
              {'_id': Value(dtype='string', id=None), 'text': 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 2 new columns ({'metadata', 'title'})
              
              This happened while the json dataset builder was generating data using
              
              zip://corpus/human.jsonl::/tmp/hf-datasets-cache/medium/datasets/68429777979577-config-parquet-and-info-IR-Cocktail-dl20-d3622e8b/downloads/649bd5098ea9f86de8353af026e5ee206bb55b0e03e3650d38969bde934054e5
              
              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.

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1000005	Bones of the hands and arms. To read about other bones of the hands and arms, use the links on the left-side of this page. The capitate is one of the carpal bones (of the wrist / hand). The specific location of the capitate is indicated in the diagram below. For more information about the adjacent bones see hand bones and arm bones. More about Hand and Arm Bones: This website includes many pages about bones and the skeletal system.
1000011	Tampa is also one of only two airports in the United States to host regularly scheduled charters to three Cuban cities: Havana, Holguin holguÃn And Santa. Clara the airport 17,552,707 17552707 passengers in, 2014 making it the 31st busiest airport by passenger movements In North. america
1000024	Directions: 1 Heat a frying pan. 2 Add the Â½ cup water to the pan. 3 Rinse the lobster tails and open them on a butterfly form. 4 Sprinkle the tails with salt and pepper. 5 Put the lobster tails in the frying pan and cover. 6 Cook the tails for eight minutes and serve in the melted butter [source: Food Network ].
1000032	Tamarack, California, holds the record for the most snow in a calendar month with 390 inches (32.5 feet) in January 1911. That is nearly twice the average snowfall during an entire winter in very snowy Marquette, Michigan, which averages about 204 inches annually.
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100008	The Canadian Physician Health Institute (CPHI) is a national program created in 2012 as a collaboration between the Canadian Medical Association (CMA), the Canadian Medical Foundation (CMF) and the Provincial and Territorial Medical Associations (PTMAs).
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1000100	1 Answer. 0 votes. answered by Lifeeasy Authors. The three types of passive transport are: 1 Osmosis: The movement of water across the plasma membrane from a region of high water concentration to the region of low water concentration is called Osmosis.
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1000125	This Capp-Style Numerical Reasoning Pack is suitable for practising* for: Capp numerical reasoning tests I needed to pass the Capp/jobmi tests and this website was a Godsend with the worked solutions and practice materials.
1000129	Weighing in at around 3 pounds, the liver is the bodyâs second largest organ; only the skin is larger and heavier. The liver performs many essential functions related to digestion, metabolism, immunity, and the storage of nutrients within the body.
1000130	The pancreas secretes pancreatic enzyme which is responsible for the breakdown of protein but it also secretes insulin so that we can get energy from glucose making it a part of the endocrine system or glands. The liver de-toxifies all of the blood that carries absorbed nutrients from the digestive system.
1000138	Engine with significant sludge formation. Engine after one oil change with Mobil 1â¢. Mobil 1 advanced full synthetic motor oils contain fewer impurities than conventional oils. That means theyâre designed to better resist the formation of sludge, maintain their viscosity and ability to flow, and prevent deposits from forming. Mercedes million kilometer test.
100015	Costs of veneers vary depending on what part of the country you live in and on the extent of your procedure. Generally, veneers range in cost from $500 to $1,300 per tooth. The cost of veneers is not generally covered by insurance. To be certain, check with your specific dental insurance company.
1000151	The intervertebral disc is a cartilaginous structure that resembles articular cartilage in its biochemistry, but morphologically it is clearly different. It shows degenerative and ageing changes earlier than does any other connective tissue in the body.
1000160	The highest monthly average temperature in Avra Valley for July is 90 degrees. The lowest monthly average temperature in Avra Valley for December is 53 degrees. The most monthly precipitation in Avra Valley occurs in January with 0 inches. The air quality index in Avra Valley is 7% better than the national average. The pollution index in Avra Valley is 20% better than the national average.
1000164	Photo Credit olgakr/iStock/Getty Images. Your body uses dietary protein to maintain all cells, including muscle, hair, skin and organs. However, excess protein in the diet can lead to weight gain, just as consuming high levels of any of the macronutrients, including carbohydrate and fat.In addition to weight gain, excess protein consumption can also increase health risks.his makes a high-protein diet desirable if you want to lose weight. However, eating excess animal protein not only increases calorie consumption, it often leads to increased fat intake. Increased saturated fats, found mostly in animal proteins, can raise cholesterol levels.
1000183	Ramp Armor - Skateboard Ramp Surfacing. You are bidding on new sheets of Ramp Armor Deluxe. The sheets are 4' x 8' and 1/4 thick and are designed for installation on outdoor skate ramps. Cost: $128 per 4x8x1/4 sheet. shipping not included - please fill out the information form linked HERE to obtain an exact freight quote.
1000210	Computer fraud. Computer fraud is the act of using a computer to take or alter electronic data, or to gain unlawful use of a computer or system. In the United States, computer fraud is specifically proscribed by the Computer Fraud and Abuse Act, which criminalizes computer-related acts under federal jurisdiction. Types of computer fraud include: Distributing hoax emails Accessing unauthorized computers Engaging in data mining via spyware and malware Hacking into computer systems to illegally access personal inf
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1000276	Definition of diseconomy - an economic disadvantage such as an increase in cost arising from an increase in the size of an organization Definition of diseconomy - an economic disadvantage such as an increase in cost arising from an increase in the size of an organization
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1000319	Biochemistry is the science in which chemistry is applied to the study of living organisms and the atoms and molecules which comprise living organisms.Take a closer look at what biochemistry is and why the science is important. Biochemistry is the study of the chemistry of living things.This includes organic molecules and their chemical reactions. Most people consider biochemistry to be synonymous with molecular biology.ake a closer look at what biochemistry is and why the science is important. Biochemistry is the study of the chemistry of living things. This includes organic molecules and their chemical reactions. Most people consider biochemistry to be synonymous with molecular biology.
1000328	Schedule. UCF announced its 2017 football schedule on February 9, 2017. The 2017 schedule originally consisted of seven home and five away games in the regular season. The Knights were set to host conference foes Connecticut, East Carolina, Memphis, and South Florida and were to travel to Cincinnati, Navy, SMU, and Temple.
1000338	1 Recoating cost: The cost for recoating, or screening, a hardwood floor is typically in the range of $1 to $2 per square foot. 2 Complete refinishing: An extensive refinishing project, which includes sanding and application of several layers of finish, ranges from $2 to $5 per square foot. $2.50 to $5 per square foot. 2 Do-it-yourself: The cost for items needed for do-it-yourself refinishing, including a commercial sander, buffer, and finish solution, typically range from $150 to $500. 3 Timing: Hardwood floor refinishing can take two to four days, depending on the size of the room.
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1000341	1 Complete refinishing: An extensive refinishing project, which includes sanding and application of several layers of finish, ranges from $2 to $5 per square foot. 2 Vintage or high-end wood floor: The cost for refinishing a vintage or high-end hardwood floor is around $4 to $5 per square foot. $2.50 to $5 per square foot. 2 Do-it-yourself: The cost for items needed for do-it-yourself refinishing, including a commercial sander, buffer, and finish solution, typically range from $150 to $500. 3 Timing: Hardwood floor refinishing can take two to four days, depending on the size of the room.
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1000378	However, Friction can also be harmful, for example, Rubbing two objects together causing friction causes heat, under the right circumstances it could even cause a fire, so in that case it could be good or bad, when you rub two sticks together to make fire, its good, but lets say your engine in your car is low on oil, the friction in the cylinders will eventually cause the motor to over heat and seize up and then you have engine failure and a large mechanic bill, thats bad,
1000390	Symptoms of Lyme disease in dogs usually develop two to five months after your dog is bitten by an infected deer tick. Symptoms of Lyme disease in dogs include: 1 A fever running between 103 and 105 degrees. 2 Lameness. Swelling in the joints, which appears suddenly.
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1000423	Surface projections of the organs of the trunk, showing kidneys at the level of T12 to L3. In humans, the kidneys are located high in the abdominal cavity, one on each side of the spine, and lie in a retroperitoneal position at a slightly oblique angle.
1000428	The urinary system consists of the kidneys, ureters, urinary bladder, and urethra. The kidneys filter the blood to remove wastes and produce urine. The ureters, urinary bladder, and urethra together form the urinary tract, which acts as a plumbing system to drain urine from the kidneys, store it, and then release it during urination.
1000438	Preheat oven to 425 degrees. Wrap beets in 2 or 3 packets of foil. Place on a baking sheet; bake until beets are slightly soft to the touch, 45 minutes to 1 hour depending on their size. Cool beets in packets, then rub off skins (use a paring knife for tough spots).
1000441	1 You can also drink ginger tea two to three times a day to cure diarrhea. 2 Slice one small piece of ginger and add them to one cup of water. 3 Boil the water for a few minutes, strain it and add some honey before drinking it.4 If fresh ginger is not available, you can use powdered ginger from your spice rack. Avoid drinking water immediately after eating it. 2 You can also drink ginger tea two to three times a day to cure diarrhea. 3 Slice one small piece of ginger and add them to one cup of water. 4 Boil the water for a few minutes, strain it and add some honey before drinking it.
1000475	Online PR News â 14-October-2011 â â Sterling, Va. â Carbon Black, Inc. announced today the release of its namesake software product, Carbon Black Enterprise, a resource-friendly security sensor designed to provide IT professionals with elemental insight into where and when a security incident has occurred in their enterprise.
1000480	Overview. 1 A bulbar palsy is a lower motor neuron lesion of cranial nerves IX, X and XII. 2 A pseudobulbar palsy is an upper motor neuron lesion of cranial nerves IX, X and XII.seudobulbar palsy. The clinical features include: 1 Gag reflex â increased or normal. 2 Tongue â spastic. â 3 it cannot be protruded, lies on the floor of the mouth and is small and tightâ.
1000485	Pseudobulbar palsy is characterized by the inability to control facial muscles, including the tongue. This may manifest as: 1 dysarthria (slowed or slurred speech). 2 dysphagia (difficulty swallowing).seudobulbar palsy is characterized by the inability to control facial muscles, including the tongue. This may manifest as: 1 dysarthria (slowed or slurred speech). 2 dysphagia (difficulty swallowing).
1000494	The Common Cards & Buses. The most common types of expansion cards for your PC is a graphics card, video card, and sound card. Video and graphics cards are added to your computer in order to enhance what you see on the screen. It can improve the 3-D ability for your computer game, development of video editing, and add to graphic design.
1000504	Psychographics is a marketing demographic method used to analyze market segmentation. (The population demography of a specific market) It relates to the lifestyles, attitudes, beliefs, buying motivation, product usage requirements, and product perceptions.

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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