BTransX

The implementation of BTransE and BTransR for Cross-Lingual Taxonomy Alignment.

Data input

Datasets are required in the following format, all entities and relations can be represented by ids. We call id the index of entities and relations.

ZH triples: [ZH_h, ZH_t, ZH_r], where ZH_h, ZH_t, ZH_r is the head entity, tail entity, relation of a Chinese triple respectively.

EN triples: [EN_h, EN_t, EN_r], where EN_h, EN_t, EN_r is the head entity, tail entity, relation of an English triple respectively.

aligned triples: [[ZH_h, ZH_t, ZH_r, ZH_h_index, ZH_t_index, ZH_r_index, EN_h, EN_t, EN_r, EN_h_index, EN_t_index, EN_r_index], ..., ].

For example, [["Rockstar", "Rockstar游戏公司", "公司名称", 15234, 15233, 688, "Rockstar_Games", "Rockstar Games, Inc.", "companyName", 36423, 36420, 486], ..., ].

Data output

For BTransE, the program will output two matrices, i.e. matrix for head translation and matrix for tail translation.

For BTransR, the program will output N matrices, where N is the number of relations in English.