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- .gitattributes +20 -0
- README.md +640 -0
- data/amh_Ethi/train.parquet.gzip +0 -0
- data/arb_Arab/train.parquet.gzip +0 -0
- data/ayr_Latn/train.parquet.gzip +0 -0
- data/bam_Latn/train.parquet.gzip +0 -0
- data/bbj_Latn/train.parquet.gzip +0 -0
- data/ben_Beng/train.parquet.gzip +0 -0
- data/bos_Latn/train.parquet.gzip +0 -0
- data/bul_Cyrl/train.parquet.gzip +0 -0
- data/cat_Latn/train.parquet.gzip +3 -0
- data/ces_Latn/train.parquet.gzip +3 -0
- data/ckb_Arab/train.parquet.gzip +0 -0
- data/dan_Latn/train.parquet.gzip +0 -0
- data/deu_Latn/train.parquet.gzip +3 -0
- data/ell_Grek/train.parquet.gzip +3 -0
- data/eng_Latn/train.parquet.gzip +3 -0
- data/est_Latn/train.parquet.gzip +0 -0
- data/ewe_Latn/train.parquet.gzip +0 -0
- data/fil_Latn/train.parquet.gzip +0 -0
- data/fin_Latn/train.parquet.gzip +0 -0
- data/fon_Latn/train.parquet.gzip +0 -0
- data/fra_Latn/train.parquet.gzip +3 -0
- data/guj_Gujr/train.parquet.gzip +0 -0
- data/guw_Latn/train.parquet.gzip +0 -0
- data/hau_Latn/train.parquet.gzip +0 -0
- data/heb_Hebr/train.parquet.gzip +0 -0
- data/hin_Deva/train.parquet.gzip +0 -0
- data/hun_Latn/train.parquet.gzip +3 -0
- data/ibo_Latn/train.parquet.gzip +0 -0
- data/ind_Latn/train.parquet.gzip +0 -0
- data/ita_Latn/train.parquet.gzip +3 -0
- data/jpn_Jpan/train.parquet.gzip +3 -0
- data/kaz_Cyrl/train.parquet.gzip +0 -0
- data/khm_Khmr/train.parquet.gzip +0 -0
- data/kor_Hang/train.parquet.gzip +0 -0
- data/lav_Latn/train.parquet.gzip +0 -0
- data/lin_Latn/train.parquet.gzip +0 -0
- data/lit_Latn/train.parquet.gzip +0 -0
- data/lug_Latn/train.parquet.gzip +0 -0
- data/luo_Latn/train.parquet.gzip +0 -0
- data/mkd_Cyrl/train.parquet.gzip +0 -0
- data/mos_Latn/train.parquet.gzip +0 -0
- data/mya_Mymr/train.parquet.gzip +0 -0
- data/nld_Latn/train.parquet.gzip +3 -0
- data/nor_Latn/train.parquet.gzip +0 -0
- data/npi_Deva/train.parquet.gzip +0 -0
- data/orm_Latn/train.parquet.gzip +0 -0
- data/ory_Orya/train.parquet.gzip +0 -0
- data/pan_Guru/train.parquet.gzip +0 -0
.gitattributes
CHANGED
@@ -53,3 +53,23 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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data/cat_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/ces_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/deu_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/ell_Grek/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/eng_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/fra_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/hun_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/ita_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/jpn_Jpan/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/nld_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/plt_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/pol_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/por_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/rus_Cyrl/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/spa_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/srp_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/swh_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/tur_Latn/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/zho_Hans/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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data/zho_Hant/train.parquet.gzip filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
@@ -0,0 +1,640 @@
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1 |
+
---
|
2 |
+
license: cc-by-nc-4.0
|
3 |
+
task_categories:
|
4 |
+
- text-retrieval
|
5 |
+
language:
|
6 |
+
- am
|
7 |
+
- ar
|
8 |
+
- ay
|
9 |
+
- bm
|
10 |
+
- bbj
|
11 |
+
- bn
|
12 |
+
- bs
|
13 |
+
- bg
|
14 |
+
- ca
|
15 |
+
- cs
|
16 |
+
- ku
|
17 |
+
- da
|
18 |
+
- el
|
19 |
+
- en
|
20 |
+
- et
|
21 |
+
- ee
|
22 |
+
- fil
|
23 |
+
- fi
|
24 |
+
- fr
|
25 |
+
- fon
|
26 |
+
- gu
|
27 |
+
- guw
|
28 |
+
- ha
|
29 |
+
- he
|
30 |
+
- hi
|
31 |
+
- hu
|
32 |
+
- ig
|
33 |
+
- id
|
34 |
+
- it
|
35 |
+
- ja
|
36 |
+
- kk
|
37 |
+
- km
|
38 |
+
- ko
|
39 |
+
- lv
|
40 |
+
- ln
|
41 |
+
- lt
|
42 |
+
- lg
|
43 |
+
- luo
|
44 |
+
- mk
|
45 |
+
- mos
|
46 |
+
- my
|
47 |
+
- nl
|
48 |
+
- 'no'
|
49 |
+
- ne
|
50 |
+
- om
|
51 |
+
- or
|
52 |
+
- pa
|
53 |
+
- pcm
|
54 |
+
- fa
|
55 |
+
- pl
|
56 |
+
- pt
|
57 |
+
- mg
|
58 |
+
- ro
|
59 |
+
- rn
|
60 |
+
- ru
|
61 |
+
- sn
|
62 |
+
- so
|
63 |
+
- es
|
64 |
+
- sr
|
65 |
+
- sq
|
66 |
+
- sw
|
67 |
+
- sv
|
68 |
+
- ta
|
69 |
+
- tet
|
70 |
+
- ti
|
71 |
+
- th
|
72 |
+
- tn
|
73 |
+
- tr
|
74 |
+
- tw
|
75 |
+
- uk
|
76 |
+
- ur
|
77 |
+
- wo
|
78 |
+
- xh
|
79 |
+
- yo
|
80 |
+
- zh
|
81 |
+
- zu
|
82 |
+
multilinguality:
|
83 |
+
- multilingual
|
84 |
+
pretty_name: PolyNews
|
85 |
+
size_categories:
|
86 |
+
- 1K<n<10K
|
87 |
+
source_datasets:
|
88 |
+
- masakhanews
|
89 |
+
- mafand
|
90 |
+
- wikinews
|
91 |
+
- wmt-news
|
92 |
+
- globalvoices
|
93 |
+
tags:
|
94 |
+
- news
|
95 |
+
- polynews
|
96 |
+
- mafand
|
97 |
+
- masakhanews
|
98 |
+
- wikinews
|
99 |
+
- globalvoices
|
100 |
+
- wmtnews
|
101 |
+
configs:
|
102 |
+
- config_name: amh_Ethi
|
103 |
+
data_files:
|
104 |
+
- split: train
|
105 |
+
path: "data/amh_Ethi/train.parquet.gzip"
|
106 |
+
- config_name: arb_Arab
|
107 |
+
data_files:
|
108 |
+
- split: train
|
109 |
+
path: "data/arb_Arab/train.parquet.gzip"
|
110 |
+
- config_name: ayr_Latn
|
111 |
+
data_files:
|
112 |
+
- split: train
|
113 |
+
path: "data/ayr_Latn/train.parquet.gzip"
|
114 |
+
- config_name: bam_Latn
|
115 |
+
data_files:
|
116 |
+
- split: train
|
117 |
+
path: "data/bam_Latn/train.parquet.gzip"
|
118 |
+
- config_name: bbj_Latn
|
119 |
+
data_files:
|
120 |
+
- split: train
|
121 |
+
path: "data/bbj_Latn/train.parquet.gzip"
|
122 |
+
- config_name: ben_Beng
|
123 |
+
data_files:
|
124 |
+
- split: train
|
125 |
+
path: "data/ben_Beng/train.parquet.gzip"
|
126 |
+
- config_name: bos_Latn
|
127 |
+
data_files:
|
128 |
+
- split: train
|
129 |
+
path: "data/bos_Latn/train.parquet.gzip"
|
130 |
+
- config_name: bul_Cyrl
|
131 |
+
data_files:
|
132 |
+
- split: train
|
133 |
+
path: "data/bul_Cyrl/train.parquet.gzip"
|
134 |
+
- config_name: cat_Latn
|
135 |
+
data_files:
|
136 |
+
- split: train
|
137 |
+
path: "data/cat_Latn/train.parquet.gzip"
|
138 |
+
- config_name: ces_Latn
|
139 |
+
data_files:
|
140 |
+
- split: train
|
141 |
+
path: "data/ces_Latn/train.parquet.gzip"
|
142 |
+
- config_name: ckb_Arab
|
143 |
+
data_files:
|
144 |
+
- split: train
|
145 |
+
path: "data/ckb_Arab/train.parquet.gzip"
|
146 |
+
- config_name: dan_Latn
|
147 |
+
data_files:
|
148 |
+
- split: train
|
149 |
+
path: "data/dan_Latn/train.parquet.gzip"
|
150 |
+
- config_name: deu_Latn
|
151 |
+
data_files:
|
152 |
+
- split: train
|
153 |
+
path: "data/deu_Latn/train.parquet.gzip"
|
154 |
+
- config_name: ell_Grek
|
155 |
+
data_files:
|
156 |
+
- split: train
|
157 |
+
path: "data/ell_Grek/train.parquet.gzip"
|
158 |
+
- config_name: eng_Latn
|
159 |
+
data_files:
|
160 |
+
- split: train
|
161 |
+
path: "data/eng_Latn/train.parquet.gzip"
|
162 |
+
- config_name: est_Latn
|
163 |
+
data_files:
|
164 |
+
- split: train
|
165 |
+
path: "data/est_Latn/train.parquet.gzip"
|
166 |
+
- config_name: ewe_Latn
|
167 |
+
data_files:
|
168 |
+
- split: train
|
169 |
+
path: "data/ewe_Latn/train.parquet.gzip"
|
170 |
+
- config_name: fil_Latn
|
171 |
+
data_files:
|
172 |
+
- split: train
|
173 |
+
path: "data/fil_Latn/train.parquet.gzip"
|
174 |
+
- config_name: fin_Latn
|
175 |
+
data_files:
|
176 |
+
- split: train
|
177 |
+
path: "data/fin_Latn/train.parquet.gzip"
|
178 |
+
- config_name: fon_Latn
|
179 |
+
data_files:
|
180 |
+
- split: train
|
181 |
+
path: "data/fon_Latn/train.parquet.gzip"
|
182 |
+
- config_name: fra_Latn
|
183 |
+
data_files:
|
184 |
+
- split: train
|
185 |
+
path: "data/fra_Latn/train.parquet.gzip"
|
186 |
+
- config_name: guj_Gujr
|
187 |
+
data_files:
|
188 |
+
- split: train
|
189 |
+
path: "data/guj_Gujr/train.parquet.gzip"
|
190 |
+
- config_name: guw_Latn
|
191 |
+
data_files:
|
192 |
+
- split: train
|
193 |
+
path: "data/guw_Latn/train.parquet.gzip"
|
194 |
+
- config_name: hau_Latn
|
195 |
+
data_files:
|
196 |
+
- split: train
|
197 |
+
path: "data/hau_Latn/train.parquet.gzip"
|
198 |
+
- config_name: heb_Hebr
|
199 |
+
data_files:
|
200 |
+
- split: train
|
201 |
+
path: "data/heb_Hebr/train.parquet.gzip"
|
202 |
+
- config_name: hin_Deva
|
203 |
+
data_files:
|
204 |
+
- split: train
|
205 |
+
path: "data/hin_Deva/train.parquet.gzip"
|
206 |
+
- config_name: hun_Latn
|
207 |
+
data_files:
|
208 |
+
- split: train
|
209 |
+
path: "data/hun_Latn/train.parquet.gzip"
|
210 |
+
- config_name: ibo_Latn
|
211 |
+
data_files:
|
212 |
+
- split: train
|
213 |
+
path: "data/ibo_Latn/train.parquet.gzip"
|
214 |
+
- config_name: ind_Latn
|
215 |
+
data_files:
|
216 |
+
- split: train
|
217 |
+
path: "data/ind_Latn/train.parquet.gzip"
|
218 |
+
- config_name: ita_Latn
|
219 |
+
data_files:
|
220 |
+
- split: train
|
221 |
+
path: "data/ita_Latn/train.parquet.gzip"
|
222 |
+
- config_name: jpn_Jpan
|
223 |
+
data_files:
|
224 |
+
- split: train
|
225 |
+
path: "data/jpn_Jpan/train.parquet.gzip"
|
226 |
+
- config_name: kaz_Cyrl
|
227 |
+
data_files:
|
228 |
+
- split: train
|
229 |
+
path: "data/kaz_Cyrl/train.parquet.gzip"
|
230 |
+
- config_name: khm_Khmr
|
231 |
+
data_files:
|
232 |
+
- split: train
|
233 |
+
path: "data/khm_Khmr/train.parquet.gzip"
|
234 |
+
- config_name: kor_Hang
|
235 |
+
data_files:
|
236 |
+
- split: train
|
237 |
+
path: "data/kor_Hang/train.parquet.gzip"
|
238 |
+
- config_name: lav_Latn
|
239 |
+
data_files:
|
240 |
+
- split: train
|
241 |
+
path: "data/lav_Latn/train.parquet.gzip"
|
242 |
+
- config_name: lin_Latn
|
243 |
+
data_files:
|
244 |
+
- split: train
|
245 |
+
path: "data/lin_Latn/train.parquet.gzip"
|
246 |
+
- config_name: lit_Latn
|
247 |
+
data_files:
|
248 |
+
- split: train
|
249 |
+
path: "data/lit_Latn/train.parquet.gzip"
|
250 |
+
- config_name: lug_Latn
|
251 |
+
data_files:
|
252 |
+
- split: train
|
253 |
+
path: "data/lug_Latn/train.parquet.gzip"
|
254 |
+
- config_name: luo_Latn
|
255 |
+
data_files:
|
256 |
+
- split: train
|
257 |
+
path: "data/luo_Latn/train.parquet.gzip"
|
258 |
+
- config_name: mkd_Cyrl
|
259 |
+
data_files:
|
260 |
+
- split: train
|
261 |
+
path: "data/mkd_Cyrl/train.parquet.gzip"
|
262 |
+
- config_name: mos_Latn
|
263 |
+
data_files:
|
264 |
+
- split: train
|
265 |
+
path: "data/mos_Latn/train.parquet.gzip"
|
266 |
+
- config_name: mya_Mymr
|
267 |
+
data_files:
|
268 |
+
- split: train
|
269 |
+
path: "data/mya_Mymr/train.parquet.gzip"
|
270 |
+
- config_name: nld_Latn
|
271 |
+
data_files:
|
272 |
+
- split: train
|
273 |
+
path: "data/nld_Latn/train.parquet.gzip"
|
274 |
+
- config_name: nor_Latn
|
275 |
+
data_files:
|
276 |
+
- split: train
|
277 |
+
path: "data/nor_Latn/train.parquet.gzip"
|
278 |
+
- config_name: npi_Deva
|
279 |
+
data_files:
|
280 |
+
- split: train
|
281 |
+
path: "data/npi_Deva/train.parquet.gzip"
|
282 |
+
- config_name: orm_Latn
|
283 |
+
data_files:
|
284 |
+
- split: train
|
285 |
+
path: "data/orm_Latn/train.parquet.gzip"
|
286 |
+
- config_name: ory_Orya
|
287 |
+
data_files:
|
288 |
+
- split: train
|
289 |
+
path: "data/ory_Orya/train.parquet.gzip"
|
290 |
+
- config_name: pan_Guru
|
291 |
+
data_files:
|
292 |
+
- split: train
|
293 |
+
path: "data/pan_Guru/train.parquet.gzip"
|
294 |
+
- config_name: pcm_Latn
|
295 |
+
data_files:
|
296 |
+
- split: train
|
297 |
+
path: "data/pcm_Latn/train.parquet.gzip"
|
298 |
+
- config_name: pes_Arab
|
299 |
+
data_files:
|
300 |
+
- split: train
|
301 |
+
path: "data/pes_Arab/train.parquet.gzip"
|
302 |
+
- config_name: plt_Latn
|
303 |
+
data_files:
|
304 |
+
- split: train
|
305 |
+
path: "data/plt_Latn/train.parquet.gzip"
|
306 |
+
- config_name: pol_Latn
|
307 |
+
data_files:
|
308 |
+
- split: train
|
309 |
+
path: "data/pol_Latn/train.parquet.gzip"
|
310 |
+
- config_name: por_Latn
|
311 |
+
data_files:
|
312 |
+
- split: train
|
313 |
+
path: "data/por_Latn/train.parquet.gzip"
|
314 |
+
- config_name: ron_Latn
|
315 |
+
data_files:
|
316 |
+
- split: train
|
317 |
+
path: "data/ron_Latn/train.parquet.gzip"
|
318 |
+
- config_name: run_Latn
|
319 |
+
data_files:
|
320 |
+
- split: train
|
321 |
+
path: "data/run_Latn/train.parquet.gzip"
|
322 |
+
- config_name: rus_Cyrl
|
323 |
+
data_files:
|
324 |
+
- split: train
|
325 |
+
path: "data/rus_Cyrl/train.parquet.gzip"
|
326 |
+
- config_name: sna_Latn
|
327 |
+
data_files:
|
328 |
+
- split: train
|
329 |
+
path: "data/sna_Latn/train.parquet.gzip"
|
330 |
+
- config_name: som_Latn
|
331 |
+
data_files:
|
332 |
+
- split: train
|
333 |
+
path: "data/som_Latn/train.parquet.gzip"
|
334 |
+
- config_name: spa_Latn
|
335 |
+
data_files:
|
336 |
+
- split: train
|
337 |
+
path: "data/spa_Latn/train.parquet.gzip"
|
338 |
+
- config_name: sqi_Latn
|
339 |
+
data_files:
|
340 |
+
- split: train
|
341 |
+
path: "data/sqi_Latn/train.parquet.gzip"
|
342 |
+
- config_name: srp_Cyrl
|
343 |
+
data_files:
|
344 |
+
- split: train
|
345 |
+
path: "data/srp_Cyrl/train.parquet.gzip"
|
346 |
+
- config_name: srp_Latn
|
347 |
+
data_files:
|
348 |
+
- split: train
|
349 |
+
path: "data/srp_Latn/train.parquet.gzip"
|
350 |
+
- config_name: swe_Latn
|
351 |
+
data_files:
|
352 |
+
- split: train
|
353 |
+
path: "data/swe_Latn/train.parquet.gzip"
|
354 |
+
- config_name: swh_Latn
|
355 |
+
data_files:
|
356 |
+
- split: train
|
357 |
+
path: "data/swh_Latn/train.parquet.gzip"
|
358 |
+
- config_name: tam_Taml
|
359 |
+
data_files:
|
360 |
+
- split: train
|
361 |
+
path: "data/tam_Taml/train.parquet.gzip"
|
362 |
+
- config_name: tet_Latn
|
363 |
+
data_files:
|
364 |
+
- split: train
|
365 |
+
path: "data/tet_Latn/train.parquet.gzip"
|
366 |
+
- config_name: tha_Thai
|
367 |
+
data_files:
|
368 |
+
- split: train
|
369 |
+
path: "data/tha_Thai/train.parquet.gzip"
|
370 |
+
- config_name: tir_Ethi
|
371 |
+
data_files:
|
372 |
+
- split: train
|
373 |
+
path: "data/tir_Ethi/train.parquet.gzip"
|
374 |
+
- config_name: tsn_Latn
|
375 |
+
data_files:
|
376 |
+
- split: train
|
377 |
+
path: "data/tsn_Latn/train.parquet.gzip"
|
378 |
+
- config_name: tur_Latn
|
379 |
+
data_files:
|
380 |
+
- split: train
|
381 |
+
path: "data/tur_Latn/train.parquet.gzip"
|
382 |
+
- config_name: twi_Latn
|
383 |
+
data_files:
|
384 |
+
- split: train
|
385 |
+
path: "data/twi_Latn/train.parquet.gzip"
|
386 |
+
- config_name: ukr_Cyrl
|
387 |
+
data_files:
|
388 |
+
- split: train
|
389 |
+
path: "data/ukr_Cyrl/train.parquet.gzip"
|
390 |
+
- config_name: urd_Arab
|
391 |
+
data_files:
|
392 |
+
- split: train
|
393 |
+
path: "data/urd_Arab/train.parquet.gzip"
|
394 |
+
- config_name: wol_Latn
|
395 |
+
data_files:
|
396 |
+
- split: train
|
397 |
+
path: "data/wol_Latn/train.parquet.gzip"
|
398 |
+
- config_name: xho_Latn
|
399 |
+
data_files:
|
400 |
+
- split: train
|
401 |
+
path: "data/xho_Latn/train.parquet.gzip"
|
402 |
+
- config_name: yor_Latn
|
403 |
+
data_files:
|
404 |
+
- split: train
|
405 |
+
path: "data/yor_Latn/train.parquet.gzip"
|
406 |
+
- config_name: zho_Hans
|
407 |
+
data_files:
|
408 |
+
- split: train
|
409 |
+
path: "data/zho_Hans/train.parquet.gzip"
|
410 |
+
- config_name: zho_Hant
|
411 |
+
data_files:
|
412 |
+
- split: train
|
413 |
+
path: "data/zho_Hant/train.parquet.gzip"
|
414 |
+
- config_name: zul_Latn
|
415 |
+
data_files:
|
416 |
+
- split: train
|
417 |
+
path: "data/zul_Latn/train.parquet.gzip"
|
418 |
+
---
|
419 |
+
# Dataset Card for PolyNews
|
420 |
+
|
421 |
+
## Table of Contents
|
422 |
+
- [Table of Contents](#table-of-contents)
|
423 |
+
- [Dataset Description](#dataset-description)
|
424 |
+
- [Dataset Summary](#dataset-summary)
|
425 |
+
- [Uses](#uses)
|
426 |
+
- [Languages](#languages)
|
427 |
+
- [Dataset Structure](#dataset-structure)
|
428 |
+
- [Data Instances](#data-instances)
|
429 |
+
- [Data Fields](#data-fields)
|
430 |
+
- [Data Splits](#data-splits)
|
431 |
+
- [Dataset Creation](#dataset-creation)
|
432 |
+
- [Curation Rationale](#curation-rationale)
|
433 |
+
- [Source Data](#source-data)
|
434 |
+
- [Data Collection and Processing](#data-collection-and-processing)
|
435 |
+
- [Annotations](#annotations)
|
436 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
437 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
438 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
439 |
+
- [Discussion of Biases](#discussion-of-biases)
|
440 |
+
- [Other Known Limitations](#other-known-limitations)
|
441 |
+
- [Additional Information](#additional-information)
|
442 |
+
- [Licensing Information](#licensing-information)
|
443 |
+
- [Citation Information](#citation-information)
|
444 |
+
|
445 |
+
## Dataset Description
|
446 |
+
|
447 |
+
- **Homepage:** https://huggingface.co/datasets/aiana94/polynews
|
448 |
+
<!-- - **Repository:** https://github.com/andreeaiana/nase -->
|
449 |
+
<!-- - **Paper:** -->
|
450 |
+
- **Point of Contact:** [Andreea Iana](https://andreeaiana.github.io/)
|
451 |
+
- **License:** [CC-BY-4.0-NC](https://creativecommons.org/licenses/by-nc/4.0/)
|
452 |
+
|
453 |
+
### Dataset Summary
|
454 |
+
PolyNews is a multilingual dataset containing news titles in 79 languages and 19 scripts.
|
455 |
+
|
456 |
+
### Uses
|
457 |
+
|
458 |
+
This dataset can be used for domain adaptation of language models.
|
459 |
+
|
460 |
+
### Languages
|
461 |
+
|
462 |
+
There are 79 languages available:
|
463 |
+
|
464 |
+
|**Code** | **Language** | **Script** |**\#Articles (K)**|
|
465 |
+
|:-----------|:---------------------------|:-------------------|:---------|
|
466 |
+
| amh\_Ethi | Amharic | Ethiopic | 0.569 |
|
467 |
+
| arb\_Arab | Modern Standard Arabic | Arabic | 11.103 |
|
468 |
+
| ayr\_Latn | Central Aymara | Latin | 12.892 |
|
469 |
+
| bam\_Latn | Bambara | Latin | 2.920 |
|
470 |
+
| bbj\_Latn | Ghomálá’ | Latin | 2.141 |
|
471 |
+
| ben\_Beng | Bengali | Bengali | 2.517 |
|
472 |
+
| bos\_Latn | Bosnian | Latin | 0.298 |
|
473 |
+
| bul\_Cyrl | Bulgarian | Cyrillic | 1.808 |
|
474 |
+
| cat\_Latn | Catalan | Latin | 30.419 |
|
475 |
+
| ces\_Latn | Czech | Latin | 58.384 |
|
476 |
+
| ckb\_Arab | Central Kurdish | Arabic | 0.014 |
|
477 |
+
| dan\_Latn | Danish | Latin | 9.459 |
|
478 |
+
| deu\_Latn | German | Latin | 145.518 |
|
479 |
+
| ell\_Grek | Greek | Greek | 50.598 |
|
480 |
+
| eng\_Latn | English | Latin | 982.181 |
|
481 |
+
| est\_Latn | Estonian | Latin | 3.942 |
|
482 |
+
| ewe\_Latn | Éwé | Latin | 2.007 |
|
483 |
+
| fil\_Latn | Filipino | Latin | 3.313 |
|
484 |
+
| fin\_Latn | Finnish | Latin | 19.602 |
|
485 |
+
| fon\_Latn | Fon | Latin | 2.611 |
|
486 |
+
| fra\_Latn | French | Latin | 481.801 |
|
487 |
+
| guj\_Gujr | Gujarati | Gujarati | 0.691 |
|
488 |
+
| guw\_Latn | Gun | Latin | 1.068 |
|
489 |
+
| hau\_Latn | Hausa | Latin | 7.907 |
|
490 |
+
| heb\_Hebr | Hebrew | Hebrew | 0.360 |
|
491 |
+
| hin\_Deva | Hindi | Devanagari | 0.721 |
|
492 |
+
| hun\_Latn | Hungarian | Latin | 22.226 |
|
493 |
+
| ibo\_Latn | Igbo | Latin | 7.717 |
|
494 |
+
| ind\_Latn | Indonesian | Latin | 17.759 |
|
495 |
+
| ita\_Latn | Italian | Latin | 163.475 |
|
496 |
+
| jpn\_Jpan | Japanese | Japanese | 20.805 |
|
497 |
+
| kaz\_Cyrl | Kazakh | Cyrillic | 0.763 |
|
498 |
+
| khm\_Khmr | Khmer | Khmer | 0.235 |
|
499 |
+
| kor\_Hang | Korean | Hangul | 3.722 |
|
500 |
+
| lav\_Latn | Latvian | Latin | 3.971 |
|
501 |
+
| lin\_Latn | Lingala | Latin | 0.602 |
|
502 |
+
| lit\_Latn | Lithuanian | Latin | 3.948 |
|
503 |
+
| lug\_Latn | Ganda | Latin | 4.769 |
|
504 |
+
| luo\_Latn | Luo | Latin | 4.251 |
|
505 |
+
| mkd\_Cyrl | Macedonian | Cyrillic | 10.663 |
|
506 |
+
| mos\_Latn | Mossi | Latin | 2.463 |
|
507 |
+
| mya\_Mymr | Burmese | Myanmar | 0.606 |
|
508 |
+
| nld\_Latn | Dutch | Latin | 53.219 |
|
509 |
+
| nor\_Latn | Norwegian | Latin | 0.529 |
|
510 |
+
| npi\_Deva | Nepali | Devanagari | 0.225 |
|
511 |
+
| orm\_Latn | Oromo | Latin | 1.124 |
|
512 |
+
| ory\_Orya | Odia | Oriya | 0.042 |
|
513 |
+
| pan\_Guru | Eastern Panjabi | Gurmukhi | 0.345 |
|
514 |
+
| pcm\_Latn | Nigerian Pidgin | Latin | 5.746 |
|
515 |
+
| pes\_Arab | Western Persian | Arabic | 1.540 |
|
516 |
+
| plt\_Latn | Malagasy | Latin | 393.974 |
|
517 |
+
| pol\_Latn | Polish | Latin | 80.990 |
|
518 |
+
| por\_Latn | Portuguese | Latin | 156.085 |
|
519 |
+
| ron\_Latn | Romanian | Latin | 10.475 |
|
520 |
+
| run\_Latn | Rundi | Latin | 1.113 |
|
521 |
+
| rus\_Cyrl | Russian | Cyrillic | 144.074 |
|
522 |
+
| sna\_Latn | Shona | Latin | 1.128 |
|
523 |
+
| som\_Latn | Somali | Latin | 1.019 |
|
524 |
+
| spa\_Latn | Spanish | Latin | 681.521 |
|
525 |
+
| sqi\_Latn | Albanian | Latin | 7.289 |
|
526 |
+
| srp\_Cyrl | Serbian | Cyrillic | 1.056 |
|
527 |
+
| srp\_Latn | Serbian | Latin | 58.031 |
|
528 |
+
| swe\_Latn | Swedish | Latin | 12.326 |
|
529 |
+
| swh\_Latn | Swahili | Latin | 47.399 |
|
530 |
+
| tam\_Taml | Tamil | Tamil | 0.358 |
|
531 |
+
| tet\_Latn | Tetun | Latin | 0.626 |
|
532 |
+
| tha\_Thai | Thai | Thai | 0.091 |
|
533 |
+
| tir\_Ethi | Tigrinya | Ethiopic | 0.079 |
|
534 |
+
| tsn\_Latn | Tswana | Latin | 2.077 |
|
535 |
+
| tur\_Latn | Turkish | Latin | 19.795 |
|
536 |
+
| twi\_Latn | Twi | Latin | 3.016 |
|
537 |
+
| ukr\_Cyrl | Ukrainian | Cyrillic | 0.293 |
|
538 |
+
| urd\_Arab | Urdu | Arabic | 0.860 |
|
539 |
+
| wol\_Latn | Wolof | Latin | 3.345 |
|
540 |
+
| xho\_Latn | Xhosa | Latin | 0.709 |
|
541 |
+
| yor\_Latn | Yorùbá | Latin | 8.018 |
|
542 |
+
| zho\_Hans | Chinese | Han (Simplified) | 59.811 |
|
543 |
+
| zho\_Hant | Chinese | Han (Traditional) | 54.600 |
|
544 |
+
| zul\_Latn | Zulu | Latin | 3.341 |
|
545 |
+
|
546 |
+
|
547 |
+
## Dataset Structure
|
548 |
+
|
549 |
+
### Data Instances
|
550 |
+
```
|
551 |
+
>>> from datasets import load_dataset
|
552 |
+
>>> data = load_dataset('aiana94/polynews', 'ron_Latn')
|
553 |
+
|
554 |
+
# Please, specify the language code,
|
555 |
+
|
556 |
+
# A data point example is below:
|
557 |
+
|
558 |
+
{
|
559 |
+
"text": "Un public numeros. Este uimitor succesul după doar trei ediții . ",
|
560 |
+
"provenance": "globalvoices"
|
561 |
+
}
|
562 |
+
|
563 |
+
```
|
564 |
+
|
565 |
+
### Data Fields
|
566 |
+
|
567 |
+
- text (string): news text
|
568 |
+
- provenance (string) : source dataset for the news example
|
569 |
+
|
570 |
+
### Data Splits
|
571 |
+
|
572 |
+
For all languages, there is only the `train` split.
|
573 |
+
|
574 |
+
|
575 |
+
## Dataset Creation
|
576 |
+
|
577 |
+
### Curation Rationale
|
578 |
+
|
579 |
+
Multiple multilingual, human-translated, datasets containing news texts have been released in recent years.
|
580 |
+
However, these datasets are stored in different formats and various websites, and many contain numerous near duplicates.
|
581 |
+
With PolyNews, we aim to provide an easily-accessible, unified and deduplicated dataset that combines these disparate data sources, and which can be used for domain adaptation of language models in both high-resource and low-resource languages.
|
582 |
+
|
583 |
+
### Source Data
|
584 |
+
|
585 |
+
The source data consists of five multilingual news datasets.
|
586 |
+
|
587 |
+
- [Wikinews](https://www.wikinews.org/) (latest dump available in May 2024)
|
588 |
+
- [GlobalVoices](https://opus.nlpl.eu/GlobalVoices/corpus/version/GlobalVoices) (v2018q4)
|
589 |
+
- [WMT-News](https://opus.nlpl.eu/WMT-News/corpus/version/WMT-News) (v2019)
|
590 |
+
- [MasakhaNews](https://huggingface.co/datasets/masakhane/masakhanews) (`train` split)
|
591 |
+
- [MAFAND](https://huggingface.co/datasets/masakhane/mafand) (`train` split)
|
592 |
+
|
593 |
+
#### Data Collection and Processing
|
594 |
+
|
595 |
+
We processed the data using a **working script** which covers the entire processing pipeline. It can be found [here](https://github.com/andreeaiana/nase/script/polynews).
|
596 |
+
|
597 |
+
The data processing pipeline consists of:
|
598 |
+
1. Downloading the WMT-News and GlobalVoices News from OPUS.
|
599 |
+
2. Downloading the latest dump from WikiNews.
|
600 |
+
3. Loading the MasakhaNews and MAFAND datasets from Hugging Face Hub (only the `train` splits).
|
601 |
+
4. Concatenating, per language, all news texts from the source datasets.
|
602 |
+
5. Data cleaning (e.g., removal of exact duplicates, short texts, texts in other scripts)
|
603 |
+
6. [MinHash near-deduplication](https://github.com/bigcode-project/bigcode-dataset/blob/main/near_deduplication/minhash_deduplication.py) per language.
|
604 |
+
|
605 |
+
|
606 |
+
### Annotations
|
607 |
+
|
608 |
+
We augment the original samples with the `provenance` annotation which specifies the original data source from which a particular examples stems.
|
609 |
+
|
610 |
+
|
611 |
+
#### Personal and Sensitive Information
|
612 |
+
|
613 |
+
The data is sourced from newspaper sources and contains mentions of public figures and individuals.
|
614 |
+
|
615 |
+
|
616 |
+
## Considerations for Using the Data
|
617 |
+
|
618 |
+
### Social Impact of Dataset
|
619 |
+
[More Information Needed]
|
620 |
+
|
621 |
+
|
622 |
+
### Discussion of Biases
|
623 |
+
[More Information Needed]
|
624 |
+
|
625 |
+
|
626 |
+
### Other Known Limitations
|
627 |
+
|
628 |
+
Users should keep in mind that the dataset contains short news texts (e.g., mostly titles), which might limit the applicability of the developed systems to other domains.
|
629 |
+
|
630 |
+
|
631 |
+
## Additional Information
|
632 |
+
|
633 |
+
### Licensing Information
|
634 |
+
The dataset is released under the [CC BY-NC Attribution-NonCommercial 4.0 International license](https://creativecommons.org/licenses/by-nc/4.0/).
|
635 |
+
|
636 |
+
### Citation Infomation
|
637 |
+
|
638 |
+
**BibTeX:**
|
639 |
+
|
640 |
+
[More Information Needed]
|
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Binary file (73.4 kB). View file
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Binary file (188 kB). View file
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data/fin_Latn/train.parquet.gzip
ADDED
Binary file (1,000 kB). View file
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data/fon_Latn/train.parquet.gzip
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Binary file (57.9 kB). View file
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data/guw_Latn/train.parquet.gzip
ADDED
Binary file (39.2 kB). View file
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data/hau_Latn/train.parquet.gzip
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Binary file (405 kB). View file
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data/heb_Hebr/train.parquet.gzip
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Binary file (20 kB). View file
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+
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Binary file (66.9 kB). View file
|
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Binary file (23.5 kB). View file
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Binary file (258 kB). View file
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Binary file (233 kB). View file
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Binary file (19.3 kB). View file
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Binary file (236 kB). View file
|
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Binary file (209 kB). View file
|
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Binary file (261 kB). View file
|
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Binary file (925 kB). View file
|
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|
|
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|
|
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|
|
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ADDED
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|
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