SEACrowd/unisent
收藏UniSent 数据集概述
数据集简介
UniSent 是一个包含 1000 多种语言的通用情感词典。该数据集通过大规模并行的圣经语料库，将情感信息从英语投影到其他语言，用于推特数据的情感分析。其中，173 种语言在东南亚地区使用。
语言支持
UniSent 支持以下语言：
- aaz, abx, ace, acn, agn, agt, ahk, akb, alj, alp, amk, aoz, atb, atd, att, ban, bbc, bcl, bgr, bgs, bgz, bhp, bkd, bku, blw, blz, bnj, bpr, bps, bru, btd, bth, bto, bts, btx, bug, bvz, bzi, cbk, ceb, cfm, cgc, clu, cmo, cnh, cnw, csy, ctd, czt, dgc, dtp, due, duo, ebk, fil, gbi, gdg, gor, heg, hil, hlt, hnj, hnn, hvn, iba, ifa, ifb, ifk, ifu, ify, ilo, ind, iry, isd, itv, ium, ivb, ivv, jav, jra, kac, khm, kix, kje, kmk, kne, kqe, krj, ksc, ksw, kxm, lao, lbk, lew, lex, lhi, lhu, ljp, lsi, lus, mad, mak, mbb, mbd, mbf, mbi, mbs, mbt, mej, mkn, mmn, mnb, mnx, mog, mqj, mqy, mrw, msb, msk, msm, mta, mtg, mtj, mvp, mwq, mwv, mya, nbe, nfa, nia, nij, nlc, npy, obo, pag, pam, plw, pmf, pne, ppk, prf, prk, pse, ptu, pww, sas, sbl, sda, sgb, smk, sml, sun, sxn, szb, tbl, tby, tcz, tdt, tgl, tha, tih, tlb, twu, urk, vie, war, whk, wrs, xbr, yli, yva, zom, zyp
支持的任务
- 情感分析
数据集版本
- 源版本: 1.0.0
- SEACrowd 版本: 2024.06.20
数据集许可证
Creative Commons Attribution Non Commercial No Derivatives 4.0 (cc-by-nc-nd-4.0)
引用
@inproceedings{asgari2020unisent, title={UniSent: Universal Adaptable Sentiment Lexica for 1000+ Languages}, author={Asgari, Ehsaneddin and Braune, Fabienne and Ringlstetter, Christoph and Mofrad, Mohammad RK}, booktitle={Proceedings of the International Conference on Language Resources and Evaluation (LREC-2020)}, year={2020}, organization={European Language Resources Association (ELRA)} }
@article{lovenia2024seacrowd, title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya}, year={2024}, eprint={2406.10118}, journal={arXiv preprint arXiv: 2406.10118} }
