coliee

# Dataset Card for COLIEE

This is a reformatting of the COLIEE dataset used to train the [BGE-M3 model](https://huggingface.co/BAAI/bge-m3). See the full BGE-M3 dataset in [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data).

## Dataset Subsets

### `triplet` subset

* Columns: "anchor", "positive", "negative"
* Column types: `str`, `str`, `str`
* Examples:
```python
{
'anchor': '\nA compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.\n',
'positive': '\nArticle 568\n(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563\n(including as applied mutatis mutandis pursuant to Article 565).\n(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.\n(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.\n(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..\n',
'negative': '\nArticle 575\n(1) If the subject matter of a sale which has not yet been delivered bears fruits, the fruits vest in the seller.\n(2) The buyer bears the obligation to pay interest on the price beginning from the day of delivery;provided, however, that if a due date is provided for the payment of the price, it is not necessary to pay the interest until that due date arrives..\n'
}
```
* Collection strategy: Reading the coliee jsonl file in [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data) and taking only the first positive and first negative.
* Deduplified: No

### `triplet-20` subset

* Columns: "anchor", "positive", "negative_1", ..., "negative_20"
* Column types: `str`, ..., `str`
* Examples:
```python
{
'anchor': '\nA compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.\n',
'positive': '\nArticle 568\n(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563\n(including as applied mutatis mutandis pursuant to Article 565).\n(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.\n(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.\n(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..\n',
'negative_1': '\nArticle 575\n(1) If the subject matter of a sale which has not yet been delivered bears fruits, the fruits vest in the seller.\n(2) The buyer bears the obligation to pay interest on the price beginning from the day of delivery;provided, however, that if a due date is provided for the payment of the price, it is not necessary to pay the interest until that due date arrives..\n',
'negative_2': '\nArticle 596\nThe provisions of Article 551\napply mutatis mutandis to loans for use.\nArticle 551\n(1) The donor is presumed to have promised to deliver or transfer the thing or right that is the subject matter of the gift, while maintaining its condition as of the time when it is specified as the subject matter of the gift.\n(2) With respect to gifts with burden, the donor provides the same warranty as that of a seller, to the extent of that burden..\n',
'negative_3': '\nArticle 520\nIf a claim and obligation becomes vested in the same person, such claim is extinguished;provided, however, that this does not apply if such a claim is the subject matter of the right of a third party..\n',
'negative_4': '\nArticle 121-2 (1) A person that has received payment or delivery as the performance of an obligation based on a void act has an obligation to restore the other party to the original state.\n(2) Notwithstanding the provisions of the preceding paragraph, if a person that receives payment or delivery as the performance of an obligation based on a void gratuitous act did not know that the act was void at the time of receiving the payment or delivery (or if the person did not know that the act was voidable at the time of receiving the payment or delivery in the case of an act which is deemed void ab initio pursuant to the provisions of the preceding Article after the receipt of the payment or delivery), has an obligation to return to the extent currently enriched by the act.\n',
'negative_5': '\nArticle 9\nA juridical act performed by an adult ward is voidable;provided, however, that this does not apply to the purchase of daily necessities or to any other act involved in day-to-day life..\n',
'negative_6': '\nArticle 555\nA sale becomes effective when one of the parties promises to transfer certain property rights to the other party and the other party promises to pay the price for this..\n',
'negative_7': '\nArticle 304\n(1) A statutory lien may also be exercised against things including monies that the obligor is to receive as a result of the sale, lease or loss of, or damage to, the subject matter of the statutory lien;provided, however, that the holder of the statutory lien must attach the same before the payment or delivery of the monies or other thing.\n(2) The provisions of the preceding paragraph also apply to the consideration for real rights created by the obligor on the subject matter of the statutory lien..\n',
'negative_8': '\nArticle 555\nA sale becomes effective when one of the parties promises to transfer certain property rights to the other party and the other party promises to pay the price for this.\nArticle 560\nThe seller bears an obligation to enable the buyer to satisfy the requirements for perfection of the transfer of the right that is the subject matter of the sale, such as completing registration..\n',
'negative_9': '\nArticle 459\n(1) If a guarantor gives guarantee as requested by the principal obligor, and performs the obligation on behalf of the principal obligor or performs any other act that causes the obligation to be extinguished in exchange for the guarantor\'s own property (hereinafter referred to as an "act for extinguishment of obligation"), the guarantor has a right to reimbursement from the principal obligor for the amount of property expended for that act (if the amount of property exceeds the amount of the principal obligation extinguished by the act for extinguishment of obligation, the amount thus extinguished).\n(2) The provisions of Article 442, paragraph (2) apply mutatis mutandis to the cases set forth in the preceding paragraph..\n',
'negative_10': '\nArticle 587\nA loan for consumption becomes effective when a first party receives money or any other thing from a second party, having promised to return a thing of the same type, quality, and quantity..\n',
'negative_11': '\nArticle 649 If costs will be incurred in administering the mandated business, the mandator must, at the request of the mandatary, pay an advance for those costs.\n',
'negative_12': "\nArticle 541\nIf one of the parties does not perform that party's obligation, and the other party demands performance of that obligation, specifying a reasonable period of time, but no performance is completed during that period, the other party may cancel the contract;provided, however, that this does not apply if the non-performance of the obligations upon the passage of the period is minor in light of the contract and the common sense in the transaction.\nArticle 564\nThe provisions of the preceding two Articles do not preclude the buyer from claiming compensation for loss or damage pursuant to the provisions of Article 415\nor exercising the right to cancel pursuant to the provisions of Articles 541 and 542..\n",
'negative_13': '\nArticle 572\nEven if the seller makes a special agreement to the effect that the seller does not warrant in the case prescribed in the main clause of Article 562, paragraph (1) or Article 565, the seller may not be released from that responsibility with respect to any fact that the seller knew but did not disclose, and with respect to any right that the seller personally created for or assigned to a third party..\n',
'negative_14': '\nArticle 649\nIf costs will be incurred in administering the mandated business, the mandator must, at the request of the mandatary, pay an advance for those costs..\n',
'negative_15': '\nArticle 308\nStatutory liens for employer-employee relationships exist with respect to salaries and other claims that arise from the employer-employee relationship between the obligor and the employee.\nArticle 306\nA person that has a claim arising from the causes set forth below has a statutory lien over the entire assets of the obligor:\n(i) expenses for the common benefit;\n(ii) an employer-employee relationship;\n(iii) funeral expenses; or\n(iv) the supply of daily necessaries.\nArticle 311\nA person that has a claim arising from the causes set forth below has a statutory lien against specific movables of the obligor:\n(i) a lease of immovables;\n(ii) a lodging at a hotel;\n(iii) the transportation of passengers or luggage;\n(iv) the preservation of movables;\n(v) the sale of movables;\n(vi) the supply of seeds and seedlings or fertilizer (including eggs of silkworms or mulberry leaves provided to feed silkworms; the same applies hereinafter);\n(vii) agricultural labor; or\n(viii) industrial labor.\nArticle 329\n(1) If there are competing general statutory liens, the order of priority follows the order set forth in each item of Article 306.\n(2) Ife there are competing a general statutory lien and a special statutory lien, the special statutory lien has priority over the general statutory lien;provided, however, that statutory liens on expenses for the common benefit have priority being effective against all obligees who benefit from the same..\n',
'negative_16': '\nArticle 362\n(1) A pledge may have a property right for its subject matter.\n(2) Beyond what is provided for in this Section, the provisions of the preceding three Sections (General Provisions, Pledges on Movables and Pledges of Immovables) apply mutatis mutandis to pledges referred to in the preceding paragraph, provided that it is not inconsistent with the nature of the same.\nArticle 364\nThe creation of a pledge over a claim (including a pledge over a claim which has not yet arisen) may not be duly asserted against a third party obligor and other third parties unless notice of the creation of the pledge is given to that third party obligor in accordance with the provisions of Article 467, or unless that third party obligors gives consent to the same.\nArticle 588\nIf any person has an obligation to pay money or deliver other thing under any arrangement, and the parties agree to regard such thing as the subject matter of a loan for consumption, it is deemed that this establishes a loan for consumption..\n',
'negative_17': '\nArticle 243\nIf two or more movable properties with different owners can no longer be separated without damage due to accession, the ownership of the composite thing belongs to the owner of the principal movable property. The same applies if excessive expense is required to separate the movables..\n',
'negative_18': '\nArticle 644\nA mandatary bears a duty to administer the mandated business with the due care of a prudent manager in compliance with the main purport of the mandate..\n',
'negative_19': '\nArticle 389\n(1) If a building is constructed on a mortgaged land after the creation of a mortgage, the mortgagee may auction the building together with the land;provided, however, that the right of priority of that mortgagee may be exercised solely against the proceeds of the land.\n(2) The provisions of the preceding paragraph do not apply if the owner of that building has rights with respect to the possession of the mortgaged land that may be duly asserted against the mortgagee..\n',
'negative_20': '\nArticle 565\nThe provisions of the preceding three Articles apply mutatis mutandis if the right transferred by the seller to the buyer does not conform to the terms of the contract (including the case in which the seller fails to transfer part of a right that belongs to another person).\nArticle 563\n(1) In the case prescribed in the main clause of paragraph (1) of the preceding Article, if the buyer demands that the seller cure the non-conformity of performance by specifying a reasonable period of time but the non-conformity of performance is not cured within that period, the buyer may request a reduction of the price in proportion to the degree of non-conformity.\n(2) Notwithstanding the provisions of the preceding paragraph, in the following cases, a buyer in good faith may request a reduction of the price immediately without making demand referred to in that paragraph:\n(i) if it is impossible to cure the non-conformity of performance;\n(ii) if the seller unequivocally manifests the intention to refuse to cure the non-conformity of performance;\n(iii) if, due to the nature of the contract or a manifestation of intention by the parties, the purpose of the contract is unable to be achieved unless the performance is carried out at a specific time on a specific date or within a certain period of time, and the seller fails to cure the non-conformity of the performance at the time or before the period expires; or\n(iv) beyond the cases set forth in the preceding items, it is obvious that the seller is unlikely to cure the non-conformity of the performance even if the buyer makes the demand referred to in the preceding paragraph.\n(3) If the non-conformity referred to in paragraph (1) is due to grounds attributable to the buyer, the buyer may not request a reduction of the price under the provisions of the preceding two paragraphs..\n'
}
```
* Collection strategy: Reading the coliee jsonl file in [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data), using all positives and the 20 negatives.
* Deduplified: No

### `triplet-all` subset

* Columns: "anchor", "positive", "negative"
* Column types: `str`, `str`, `str`
* Examples:
```python
{
'anchor': '\nA compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.\n',
'positive': '\nArticle 568\n(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563\n(including as applied mutatis mutandis pursuant to Article 565).\n(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.\n(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.\n(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..\n',
'negative': '\nArticle 575\n(1) If the subject matter of a sale which has not yet been delivered bears fruits, the fruits vest in the seller.\n(2) The buyer bears the obligation to pay interest on the price beginning from the day of delivery;provided, however, that if a due date is provided for the payment of the price, it is not necessary to pay the interest until that due date arrives..\n'
}
```
* Collection strategy: Reading the coliee jsonl file in [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data) and taking each negative, but making a separate sample with each of the negatives.
* Deduplified: No

# COLIEE 数据集卡片（COLIEE dataset）
本数据集为经重新格式化的COLIEE数据集，用于训练**BGE-M3模型（BGE-M3 model）**，完整的BGE-M3数据集可参见 [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data)。

## 数据集子集
### `triplet` 子集
* 列名："anchor"、"positive"、"negative"
* 列类型：字符串（str）、字符串（str）、字符串（str）
* 示例：
python
{
'anchor': '
强制拍卖亦属于买卖，故与普通买卖同样适用瑕疵担保责任。
',
'positive': '
第568条
(1) 依据《民事执行法》及其他法律规定进行拍卖的中标人（本条下称“拍卖中标人”），可依据第541条、第542条及第563条（包括经第565条准用的情形）的规定，解除合同或向债务人请求减少价款。
(2) 在前款所述情形下，若债务人陷于破产，拍卖中标人可向受领拍卖价款分配的债权人请求全额或部分返还拍卖价款。
(3) 在前两款所述情形下，若债务人明知标的物或权利存在瑕疵却未披露，或债权人明知瑕疵却仍请求拍卖，拍卖中标人可向前述主体请求损害赔偿。
(4) 前三款的规定不适用于拍卖标的物的种类或品质瑕疵。
',
'negative': '
第575条
(1) 尚未交付的买卖标的物所产生的孳息，归出卖人所有。
(2) 买受人自交付之日起负有支付价款利息的义务；但是，若价款支付设有履行期限，则于该期限届至前无需支付利息。
'
}

* 采集策略：读取 [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data) 中的coliee jsonl文件，仅选取首个正样本与首个负样本。
* 去重：否

### `triplet-20` 子集
* 列名："anchor"、"positive"、"negative_1"、……、"negative_20"
* 列类型：字符串（str）、……、字符串（str）
* 示例：
python
{
'anchor': '
强制拍卖亦属于买卖，故与普通买卖同样适用瑕疵担保责任。
',
'positive': '
第568条
(1) 依据《民事执行法》及其他法律规定进行拍卖的中标人（本条下称“拍卖中标人”），可依据第541条、第542条及第563条（包括经第565条准用的情形）的规定，解除合同或向债务人请求减少价款。
(2) 在前款所述情形下，若债务人陷于破产，拍卖中标人可向受领拍卖价款分配的债权人请求全额或部分返还拍卖价款。
(3) 在前两款所述情形下，若债务人明知标的物或权利存在瑕疵却未披露，或债权人明知瑕疵却仍请求拍卖，拍卖中标人可向前述主体请求损害赔偿。
(4) 前三款的规定不适用于拍卖标的物的种类或品质瑕疵。
',
'negative_1': '
第575条
(1) 尚未交付的买卖标的物所产生的孳息，归出卖人所有。
(2) 买受人自交付之日起负有支付价款利息的义务；但是，若价款支付设有履行期限，则于该期限届至前无需支付利息。
',
'negative_2': '
第596条
准用第551条关于使用借贷的规定。
第551条
(1) 赠与人被推定为承诺交付或移转作为赠与标的物的物或权利，并维持其作为赠与标的物时的状态。
(2) 附负担的赠与，赠与人于该负担的范围内，承担与出卖人相同的瑕疵担保责任。
',
'negative_3': '
第520条
若债权与债务同归一人，则债权消灭；但是，若该债权为第三人权利的标的，则不适用本规定。
',
'negative_4': '
第121条之2
(1) 基于无效法律行为而为给付而受领清偿或交付的人，负有将对方恢复至原状态的义务。
(2) 除前款规定外，基于无偿无效法律行为而为给付而受领清偿或交付的人，若于受领清偿或交付时不知该法律行为无效（或者，若为依前条规定视为自始无效的法律行为，于受领清偿或交付时不知该法律行为可撤销），则仅于因该行为所受利益的现存范围内负返还义务。
',
'negative_5': '
第9条
成年被监护人实施的法律行为，得撤销；但是，购买日常生活用品或其他涉及日常生活的行为，不在此限。
',
'negative_6': '
第555条
买卖于当事人一方约定移转特定财产权于他方，他方约定支付对价时成立。
',
'negative_7': '
第304条
(1) 法定抵押权亦得就债务人因买卖、租赁或毁损留置标的物而受领的金钱或其他物行使；但是，留置权人必须于该金钱或其他物交付或支付前进行查封。
(2) 前款规定亦准用于债务人就留置标的物设定物权所生的对价。
',
'negative_8': '
第555条
买卖于当事人一方约定移转特定财产权于他方，他方约定支付对价时成立。
第560条
出卖人负有使买受人得以完成登记等手续，以取得买卖标的物的权利的完备状态的义务。
',
'negative_9': '
第459条
(1) 保证人受主债务人的委托而为保证，并以自己的财产代主债务人履行债务或实施其他使债务消灭的行为（本条下称“债务消灭行为”）的，保证人得向主债务人请求偿还其为该行为所支出的财产数额（若该财产数额超过因债务消灭行为而消灭的主债务数额，则以该消灭的数额为限）。
(2) 前款所述情形，准用第442条第2款的规定。
',
'negative_10': '
第587条
消费借贷于一方当事人受领他方当事人的金钱或其他物，并承诺返还同种类、品质、数量的物时成立。
',
'negative_11': '
第649条
若处理委托事务需支出费用，委托人应受托人的请求，应预付该费用。
',
'negative_12': '
第541条
当事人一方不履行其债务，他方指定合理期间催告履行，而于该期间内仍未履行的，他方得解除合同；但是，若因该期间经过而不履行债务的情形，依合同内容及交易惯例属于轻微的，不在此限。
第564条
前两条的规定，不排除买受人依第415条的规定请求损害赔偿或依第541条、第542条的规定行使解除权。
',
'negative_13': '
第572条
即使出卖人就第562条第1款本文或第565条规定的情形约定不承担瑕疵担保责任，若出卖人明知瑕疵却未披露，或就其自身为第三人设定或移转的权利，出卖人仍不得免除其责任。
',
'negative_14': '
第649条
若处理委托事务需支出费用，委托人应受托人的请求，应预付该费用。
',
'negative_15': '
第308条
雇佣关系产生的薪金及其他请求权，存在于债务人与雇员之间的雇佣关系的法定抵押权。
第306条
有下列情形产生的债权的人，对债务人的全部财产享有法定抵押权：
(i) 共益费用；
(ii) 雇佣关系；
(iii) 丧葬费用；或
(iv) 日常生活用品供给。
第311条
有下列情形产生的债权的人，对债务人的特定动产享有法定抵押权：
(i) 不动产租赁；
(ii) 旅馆住宿；
(iii) 旅客或行李运输；
(iv) 动产保管；
(v) 动产买卖；
(vi) 种子、苗木或肥料供给（包括供给蚕食用的蚕卵或桑叶，下同）；
(vii) 农业劳动；或
(viii) 工业劳动。
第329条
(1) 存在竞合的一般法定抵押权时，其顺位依第306条各款所列的顺序。
(2) 一般法定抵押权与特别法定抵押权竞合时，特别法定抵押权优先于一般法定抵押权；但是，共益费用的法定抵押权优先于所有受其利益的债权人。
',
'negative_16': '
第362条
(1) 质权的标的物可为财产权。
(2) 除本节规定外，前三节（总则、动产质权及不动产质权）的规定，于前款所述的质权准用，但是其性质不相容的除外。
第364条
债权质权的设定（包括尚未发生的债权的质权），非依第467条的规定向第三债务人通知质权的设定，或经第三债务人同意的，不得对抗第三债务人及其他第三人。
第588条
当事人约定将基于某项安排负有支付金钱或交付其他物的义务的标的物视为消费借贷的标的物的，视为成立消费借贷。
',
'negative_17': '
第243条
若两个或两个以上不同所有人的动产因附合而无法分离，且分离会造成毁损的，合成物的所有权归主动产的所有人所有。若分离需支出过度费用的，亦同。
',
'negative_18': '
第644条
受托人负有以善良管理人的注意义务，按照委托的主旨处理委托事务的义务。
',
'negative_19': '
第389条
(1) 若在已设定抵押权的土地上于抵押权设定后建造建筑物，抵押权人得与土地一并拍卖该建筑物；但是，该抵押权人的优先受偿权仅得就土地的价款行使。
(2) 前款规定不适用于建筑物所有人对抵押土地的占有享有得对抗抵押权人的权利的情形。
',
'negative_20': '
第565条
出卖人移转于买受人的权利不符合合同约定的（包括出卖人未移转属于第三人的部分权利的情形），准用前三条的规定。
第563条
(1) 前款本文所述情形下，若买受人指定合理期间催告出卖人补正履行瑕疵，而于该期间内未补正的，买受人得依瑕疵的程度请求减少价款。
(2) 除前款规定外，有下列情形之一的，善意买受人得不经前款所述的催告，直接请求减少价款：
(i) 履行瑕疵无法补正的；
(ii) 出卖人明确表示拒绝补正履行瑕疵的；
(iii) 依合同性质或当事人的意思表示，若不在特定时日或特定期间内履行，则合同目的无法实现，而出卖人于该时日或期间届满前未补正履行瑕疵的；或
(iv) 除前款各目所列情形外，买受人即使为前款所述的催告，出卖人显然也不会补正履行瑕疵的。
(3) 若第1款所述的履行瑕疵因可归责于买受人的事由造成的，买受人不得依前两款的规定请求减少价款。
'
}

* 采集策略：读取 [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data) 中的coliee jsonl文件，使用所有正样本与全部20个负样本。
* 去重：否

### `triplet-all` 子集
* 列名："anchor"、"positive"、"negative"
* 列类型：字符串（str）、字符串（str）、字符串（str）
* 示例：
python
{
'anchor': '
强制拍卖亦属于买卖，故与普通买卖同样适用瑕疵担保责任。
',
'positive': '
第568条
(1) 依据《民事执行法》及其他法律规定进行拍卖的中标人（本条下称“拍卖中标人”），可依据第541条、第542条及第563条（包括经第565条准用的情形）的规定，解除合同或向债务人请求减少价款。
(2) 在前款所述情形下，若债务人陷于破产，拍卖中标人可向受领拍卖价款分配的债权人请求全额或部分返还拍卖价款。
(3) 在前两款所述情形下，若债务人明知标的物或权利存在瑕疵却未披露，或债权人明知瑕疵却仍请求拍卖，拍卖中标人可向前述主体请求损害赔偿。
(4) 前三款的规定不适用于拍卖标的物的种类或品质瑕疵。
',
'negative': '
第575条
(1) 尚未交付的买卖标的物所产生的孳息，归出卖人所有。
(2) 买受人自交付之日起负有支付价款利息的义务；但是，若价款支付设有履行期限，则于该期限届至前无需支付利息。
'
}

* 采集策略：读取 [Shitao/bge-m3-data](https://huggingface.co/datasets/Shitao/bge-m3-data) 中的coliee jsonl文件，对每个负样本分别生成独立样本。
* 去重：否

搜集汇总

背景与挑战

背景概述

COLIEE数据集是一个用于训练BGE-M3模型的法律文本数据集，包含三个子集（triplet、triplet-20、triplet-all），均基于法律条文构建三元组结构（anchor、positive、negative），适用于文本相似性学习和对比学习任务。数据来源于Shitao/bge-m3-data，内容涉及日本民法等法律条款，未进行去重处理，旨在支持法律领域的自然语言处理研究。