tomaarsen/span-marker-xlm-roberta-large-conll03-doc-context
Token Classification
•
Updated
•
19
Datasets:
id
stringlengths 1
5
| document_id
int32 1
946
| sentence_id
int32 0
196
| tokens
sequence | pos_tags
sequence | chunk_tags
sequence | ner_tags
sequence |
|---|---|---|---|---|---|---|
0 | 1 | 0 | [
"EU",
"rejects",
"German",
"call",
"to",
"boycott",
"British",
"lamb",
"."
] | [
22,
42,
16,
21,
35,
37,
16,
21,
7
] | [
11,
21,
11,
12,
21,
22,
11,
12,
0
] | [
3,
0,
7,
0,
0,
0,
7,
0,
0
] |
1 | 1 | 1 | [
"Peter",
"Blackburn"
] | [
22,
22
] | [
11,
12
] | [
1,
2
] |
2 | 1 | 2 | [
"BRUSSELS",
"1996-08-22"
] | [
22,
11
] | [
11,
12
] | [
5,
0
] |
3 | 1 | 3 | [
"The",
"European",
"Commission",
"said",
"on",
"Thursday",
"it",
"disagreed",
"with",
"German",
"advice",
"to",
"consumers",
"to",
"shun",
"British",
"lamb",
"until",
"scientists",
"determine",
"whether",
"mad",
"cow",
"disease",
"can",
"be",
"transmitted",
"to",
"sheep",
"."
] | [
12,
22,
22,
38,
15,
22,
28,
38,
15,
16,
21,
35,
24,
35,
37,
16,
21,
15,
24,
41,
15,
16,
21,
21,
20,
37,
40,
35,
21,
7
] | [
11,
12,
12,
21,
13,
11,
11,
21,
13,
11,
12,
13,
11,
21,
22,
11,
12,
17,
11,
21,
17,
11,
12,
12,
21,
22,
22,
13,
11,
0
] | [
0,
3,
4,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
4 | 1 | 4 | [
"Germany",
"'s",
"representative",
"to",
"the",
"European",
"Union",
"'s",
"veterinary",
"committee",
"Werner",
"Zwingmann",
"said",
"on",
"Wednesday",
"consumers",
"should",
"buy",
"sheepmeat",
"from",
"countries",
"other",
"than",
"Britain",
"until",
"the",
"scientific",
"advice",
"was",
"clearer",
"."
] | [
22,
27,
21,
35,
12,
22,
22,
27,
16,
21,
22,
22,
38,
15,
22,
24,
20,
37,
21,
15,
24,
16,
15,
22,
15,
12,
16,
21,
38,
17,
7
] | [
11,
11,
12,
13,
11,
12,
12,
11,
12,
12,
12,
12,
21,
13,
11,
12,
21,
22,
11,
13,
11,
1,
13,
11,
17,
11,
12,
12,
21,
1,
0
] | [
5,
0,
0,
0,
0,
3,
4,
0,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0
] |
5 | 1 | 5 | [
"\"",
"We",
"do",
"n't",
"support",
"any",
"such",
"recommendation",
"because",
"we",
"do",
"n't",
"see",
"any",
"grounds",
"for",
"it",
",",
"\"",
"the",
"Commission",
"'s",
"chief",
"spokesman",
"Nikolaus",
"van",
"der",
"Pas",
"told",
"a",
"news",
"briefing",
"."
] | [
0,
28,
41,
30,
37,
12,
16,
21,
15,
28,
41,
30,
37,
12,
24,
15,
28,
6,
0,
12,
22,
27,
16,
21,
22,
22,
14,
22,
38,
12,
21,
21,
7
] | [
0,
11,
21,
22,
22,
11,
12,
12,
17,
11,
21,
22,
22,
11,
12,
13,
11,
0,
0,
11,
12,
11,
12,
12,
12,
12,
12,
12,
21,
11,
12,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
1,
2,
2,
2,
0,
0,
0,
0,
0
] |
6 | 1 | 6 | [
"He",
"said",
"further",
"scientific",
"study",
"was",
"required",
"and",
"if",
"it",
"was",
"found",
"that",
"action",
"was",
"needed",
"it",
"should",
"be",
"taken",
"by",
"the",
"European",
"Union",
"."
] | [
28,
38,
16,
16,
21,
38,
40,
10,
15,
28,
38,
40,
15,
21,
38,
40,
28,
20,
37,
40,
15,
12,
22,
22,
7
] | [
11,
21,
11,
12,
12,
21,
22,
0,
17,
11,
21,
22,
17,
11,
21,
22,
11,
21,
22,
22,
13,
11,
12,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
4,
0
] |
7 | 1 | 7 | [
"He",
"said",
"a",
"proposal",
"last",
"month",
"by",
"EU",
"Farm",
"Commissioner",
"Franz",
"Fischler",
"to",
"ban",
"sheep",
"brains",
",",
"spleens",
"and",
"spinal",
"cords",
"from",
"the",
"human",
"and",
"animal",
"food",
"chains",
"was",
"a",
"highly",
"specific",
"and",
"precautionary",
"move",
"to",
"protect",
"human",
"health",
"."
] | [
28,
38,
12,
21,
16,
21,
15,
22,
22,
22,
22,
22,
35,
37,
21,
24,
6,
24,
10,
16,
24,
15,
12,
21,
10,
21,
21,
24,
38,
12,
30,
16,
10,
16,
21,
35,
37,
16,
21,
7
] | [
11,
21,
11,
12,
11,
12,
13,
11,
12,
12,
12,
12,
21,
22,
11,
12,
0,
11,
0,
11,
12,
13,
11,
12,
12,
12,
12,
12,
21,
11,
12,
1,
2,
2,
11,
21,
22,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
8 | 1 | 8 | [
"Fischler",
"proposed",
"EU-wide",
"measures",
"after",
"reports",
"from",
"Britain",
"and",
"France",
"that",
"under",
"laboratory",
"conditions",
"sheep",
"could",
"contract",
"Bovine",
"Spongiform",
"Encephalopathy",
"(",
"BSE",
")",
"--",
"mad",
"cow",
"disease",
"."
] | [
17,
40,
22,
42,
15,
24,
15,
22,
10,
22,
43,
15,
21,
24,
21,
20,
37,
22,
22,
22,
4,
22,
5,
8,
16,
21,
21,
7
] | [
11,
12,
12,
21,
13,
11,
13,
11,
12,
12,
11,
13,
11,
11,
12,
21,
22,
11,
12,
12,
0,
11,
0,
0,
11,
12,
12,
0
] | [
1,
0,
7,
0,
0,
0,
0,
5,
0,
5,
0,
0,
0,
0,
0,
0,
0,
7,
8,
8,
0,
7,
0,
0,
0,
0,
0,
0
] |
9 | 1 | 9 | [
"But",
"Fischler",
"agreed",
"to",
"review",
"his",
"proposal",
"after",
"the",
"EU",
"'s",
"standing",
"veterinary",
"committee",
",",
"mational",
"animal",
"health",
"officials",
",",
"questioned",
"if",
"such",
"action",
"was",
"justified",
"as",
"there",
"was",
"only",
"a",
"slight",
"risk",
"to",
"human",
"health",
"."
] | [
10,
22,
38,
35,
37,
29,
21,
15,
12,
22,
27,
21,
16,
21,
6,
16,
21,
21,
24,
6,
38,
15,
16,
21,
38,
40,
15,
30,
38,
30,
12,
16,
21,
35,
16,
21,
7
] | [
0,
11,
21,
22,
22,
11,
12,
13,
11,
12,
11,
12,
12,
12,
0,
11,
12,
12,
12,
0,
21,
17,
11,
12,
21,
22,
13,
3,
21,
3,
11,
12,
12,
13,
11,
12,
0
] | [
0,
1,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
10 | 1 | 10 | [
"Spanish",
"Farm",
"Minister",
"Loyola",
"de",
"Palacio",
"had",
"earlier",
"accused",
"Fischler",
"at",
"an",
"EU",
"farm",
"ministers",
"'",
"meeting",
"of",
"causing",
"unjustified",
"alarm",
"through",
"\"",
"dangerous",
"generalisation",
".",
"\""
] | [
22,
22,
22,
22,
22,
22,
38,
31,
40,
22,
15,
12,
16,
21,
24,
27,
21,
15,
39,
16,
21,
15,
0,
16,
21,
7,
0
] | [
11,
12,
12,
12,
12,
12,
21,
22,
22,
11,
13,
11,
12,
12,
12,
11,
12,
13,
21,
1,
11,
13,
0,
11,
12,
0,
0
] | [
7,
0,
0,
1,
2,
2,
0,
0,
0,
1,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
11 | 1 | 11 | [
"."
] | [
7
] | [
0
] | [
0
] |
12 | 1 | 12 | [
"Only",
"France",
"and",
"Britain",
"backed",
"Fischler",
"'s",
"proposal",
"."
] | [
30,
22,
10,
22,
38,
22,
27,
21,
7
] | [
11,
12,
12,
12,
21,
11,
11,
12,
0
] | [
0,
5,
0,
5,
0,
1,
0,
0,
0
] |
13 | 1 | 13 | [
"The",
"EU",
"'s",
"scientific",
"veterinary",
"and",
"multidisciplinary",
"committees",
"are",
"due",
"to",
"re-examine",
"the",
"issue",
"early",
"next",
"month",
"and",
"make",
"recommendations",
"to",
"the",
"senior",
"veterinary",
"officials",
"."
] | [
12,
22,
27,
16,
16,
10,
16,
24,
41,
16,
35,
37,
12,
21,
30,
16,
21,
10,
37,
24,
35,
12,
16,
16,
24,
7
] | [
11,
12,
11,
12,
12,
12,
12,
12,
21,
1,
21,
22,
11,
12,
11,
12,
12,
0,
21,
11,
13,
11,
12,
12,
12,
0
] | [
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
14 | 1 | 14 | [
"Sheep",
"have",
"long",
"been",
"known",
"to",
"contract",
"scrapie",
",",
"a",
"brain-wasting",
"disease",
"similar",
"to",
"BSE",
"which",
"is",
"believed",
"to",
"have",
"been",
"transferred",
"to",
"cattle",
"through",
"feed",
"containing",
"animal",
"waste",
"."
] | [
22,
41,
30,
40,
40,
35,
21,
21,
6,
12,
16,
21,
16,
35,
22,
43,
42,
40,
35,
37,
40,
40,
35,
24,
15,
21,
39,
21,
21,
7
] | [
11,
21,
22,
22,
22,
13,
11,
12,
0,
11,
12,
12,
1,
13,
11,
11,
21,
22,
22,
22,
22,
22,
13,
11,
13,
11,
21,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
15 | 1 | 15 | [
"British",
"farmers",
"denied",
"on",
"Thursday",
"there",
"was",
"any",
"danger",
"to",
"human",
"health",
"from",
"their",
"sheep",
",",
"but",
"expressed",
"concern",
"that",
"German",
"government",
"advice",
"to",
"consumers",
"to",
"avoid",
"British",
"lamb",
"might",
"influence",
"consumers",
"across",
"Europe",
"."
] | [
16,
24,
40,
15,
22,
13,
38,
12,
21,
35,
16,
21,
15,
29,
21,
6,
10,
38,
21,
15,
16,
21,
21,
35,
24,
35,
37,
16,
21,
20,
37,
24,
15,
22,
7
] | [
11,
12,
21,
13,
11,
11,
21,
11,
12,
13,
11,
12,
13,
11,
12,
0,
0,
21,
11,
17,
11,
12,
12,
13,
11,
21,
22,
11,
12,
21,
22,
11,
13,
11,
0
] | [
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
5,
0
] |
16 | 1 | 16 | [
"\"",
"What",
"we",
"have",
"to",
"be",
"extremely",
"careful",
"of",
"is",
"how",
"other",
"countries",
"are",
"going",
"to",
"take",
"Germany",
"'s",
"lead",
",",
"\"",
"Welsh",
"National",
"Farmers",
"'",
"Union",
"(",
"NFU",
")",
"chairman",
"John",
"Lloyd",
"Jones",
"said",
"on",
"BBC",
"radio",
"."
] | [
0,
44,
28,
41,
35,
37,
30,
16,
15,
42,
46,
16,
24,
41,
39,
35,
37,
22,
27,
21,
6,
0,
22,
22,
22,
27,
22,
4,
22,
5,
21,
22,
22,
22,
38,
15,
22,
21,
7
] | [
0,
11,
11,
21,
22,
22,
1,
2,
13,
21,
3,
11,
12,
21,
22,
22,
22,
11,
11,
12,
0,
0,
11,
12,
12,
11,
12,
0,
11,
0,
11,
12,
12,
12,
21,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
3,
4,
4,
4,
4,
0,
3,
0,
0,
1,
2,
2,
0,
0,
3,
4,
0
] |
17 | 1 | 17 | [
"Bonn",
"has",
"led",
"efforts",
"to",
"protect",
"public",
"health",
"after",
"consumer",
"confidence",
"collapsed",
"in",
"March",
"after",
"a",
"British",
"report",
"suggested",
"humans",
"could",
"contract",
"an",
"illness",
"similar",
"to",
"mad",
"cow",
"disease",
"by",
"eating",
"contaminated",
"beef",
"."
] | [
22,
42,
40,
24,
35,
37,
16,
21,
15,
21,
21,
38,
15,
22,
15,
12,
16,
21,
38,
24,
20,
37,
12,
21,
16,
35,
16,
21,
21,
15,
39,
40,
21,
7
] | [
11,
21,
22,
11,
21,
22,
11,
12,
13,
11,
12,
21,
13,
11,
13,
11,
12,
12,
21,
11,
21,
22,
11,
12,
1,
2,
2,
11,
12,
13,
21,
22,
11,
0
] | [
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
18 | 1 | 18 | [
"Germany",
"imported",
"47,600",
"sheep",
"from",
"Britain",
"last",
"year",
",",
"nearly",
"half",
"of",
"total",
"imports",
"."
] | [
22,
38,
11,
21,
15,
22,
16,
21,
6,
30,
21,
15,
16,
24,
7
] | [
11,
21,
11,
12,
13,
11,
11,
12,
0,
11,
12,
13,
11,
12,
0
] | [
5,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
19 | 1 | 19 | [
"It",
"brought",
"in",
"4,275",
"tonnes",
"of",
"British",
"mutton",
",",
"some",
"10",
"percent",
"of",
"overall",
"imports",
"."
] | [
28,
38,
15,
11,
24,
15,
16,
21,
6,
12,
11,
21,
15,
16,
24,
7
] | [
11,
21,
13,
11,
12,
13,
11,
12,
0,
11,
12,
12,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
20 | 2 | 0 | [
"Rare",
"Hendrix",
"song",
"draft",
"sells",
"for",
"almost",
"$",
"17,000",
"."
] | [
22,
22,
21,
21,
42,
15,
30,
3,
11,
7
] | [
11,
12,
12,
12,
21,
13,
11,
12,
12,
0
] | [
0,
1,
0,
0,
0,
0,
0,
0,
0,
0
] |
21 | 2 | 1 | [
"LONDON",
"1996-08-22"
] | [
22,
11
] | [
11,
12
] | [
5,
0
] |
22 | 2 | 2 | [
"A",
"rare",
"early",
"handwritten",
"draft",
"of",
"a",
"song",
"by",
"U.S.",
"guitar",
"legend",
"Jimi",
"Hendrix",
"was",
"sold",
"for",
"almost",
"$",
"17,000",
"on",
"Thursday",
"at",
"an",
"auction",
"of",
"some",
"of",
"the",
"late",
"musician",
"'s",
"favourite",
"possessions",
"."
] | [
12,
16,
16,
16,
21,
15,
12,
21,
15,
22,
21,
21,
22,
22,
38,
40,
15,
30,
3,
11,
15,
22,
15,
12,
21,
15,
12,
15,
12,
16,
21,
27,
16,
24,
7
] | [
11,
12,
12,
12,
12,
13,
11,
12,
13,
11,
12,
12,
12,
12,
21,
22,
13,
11,
12,
12,
13,
11,
13,
11,
12,
13,
11,
13,
11,
12,
12,
11,
12,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
23 | 2 | 3 | [
"A",
"Florida",
"restaurant",
"paid",
"10,925",
"pounds",
"(",
"$",
"16,935",
")",
"for",
"the",
"draft",
"of",
"\"",
"Ai",
"n't",
"no",
"telling",
"\"",
",",
"which",
"Hendrix",
"penned",
"on",
"a",
"piece",
"of",
"London",
"hotel",
"stationery",
"in",
"late",
"1966",
"."
] | [
12,
22,
21,
38,
11,
24,
4,
3,
11,
5,
15,
12,
21,
15,
0,
42,
30,
12,
39,
0,
6,
43,
22,
40,
15,
12,
21,
15,
22,
21,
21,
15,
16,
11,
7
] | [
11,
12,
12,
21,
11,
12,
0,
11,
12,
0,
13,
11,
12,
13,
0,
21,
0,
11,
21,
0,
0,
11,
11,
21,
13,
11,
12,
13,
11,
12,
12,
13,
11,
12,
0
] | [
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
8,
8,
8,
0,
0,
0,
1,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0
] |
24 | 2 | 4 | [
"At",
"the",
"end",
"of",
"a",
"January",
"1967",
"concert",
"in",
"the",
"English",
"city",
"of",
"Nottingham",
"he",
"threw",
"the",
"sheet",
"of",
"paper",
"into",
"the",
"audience",
",",
"where",
"it",
"was",
"retrieved",
"by",
"a",
"fan",
"."
] | [
15,
12,
21,
15,
12,
22,
11,
21,
15,
12,
16,
21,
15,
22,
28,
38,
12,
21,
15,
21,
15,
12,
21,
6,
46,
28,
38,
40,
15,
12,
21,
7
] | [
13,
11,
12,
13,
11,
12,
12,
12,
13,
11,
12,
12,
13,
11,
11,
21,
11,
12,
13,
11,
13,
11,
12,
0,
3,
11,
21,
22,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
25 | 2 | 5 | [
"Buyers",
"also",
"snapped",
"up",
"16",
"other",
"items",
"that",
"were",
"put",
"up",
"for",
"auction",
"by",
"Hendrix",
"'s",
"former",
"girlfriend",
"Kathy",
"Etchingham",
",",
"who",
"lived",
"with",
"him",
"from",
"1966",
"to",
"1969",
"."
] | [
24,
30,
38,
30,
11,
16,
24,
43,
38,
40,
33,
15,
21,
15,
22,
27,
16,
21,
22,
22,
6,
44,
38,
15,
28,
15,
11,
35,
11,
7
] | [
11,
3,
21,
3,
11,
12,
12,
11,
21,
22,
15,
13,
11,
13,
11,
11,
12,
12,
12,
12,
0,
11,
21,
13,
11,
13,
11,
13,
11,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
26 | 2 | 6 | [
"They",
"included",
"a",
"black",
"lacquer",
"and",
"mother",
"of",
"pearl",
"inlaid",
"box",
"used",
"by",
"Hendrix",
"to",
"store",
"his",
"drugs",
",",
"which",
"an",
"anonymous",
"Australian",
"purchaser",
"bought",
"for",
"5,060",
"pounds",
"(",
"$",
"7,845",
")",
"."
] | [
28,
38,
12,
16,
21,
10,
21,
15,
21,
38,
21,
40,
15,
22,
35,
37,
29,
24,
6,
43,
12,
16,
16,
21,
38,
15,
11,
24,
4,
3,
11,
5,
7
] | [
11,
21,
11,
12,
12,
12,
12,
13,
11,
21,
11,
21,
13,
11,
21,
22,
11,
12,
0,
11,
11,
12,
12,
12,
21,
13,
11,
12,
0,
11,
12,
0,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
27 | 2 | 7 | [
"The",
"guitarist",
"died",
"of",
"a",
"drugs",
"overdose",
"in",
"1970",
"aged",
"27",
"."
] | [
12,
21,
38,
15,
12,
24,
21,
15,
11,
40,
11,
7
] | [
11,
12,
21,
13,
11,
12,
12,
13,
11,
1,
11,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
28 | 3 | 0 | [
"China",
"says",
"Taiwan",
"spoils",
"atmosphere",
"for",
"talks",
"."
] | [
22,
42,
22,
42,
21,
15,
24,
7
] | [
11,
21,
11,
21,
11,
13,
11,
0
] | [
5,
0,
5,
0,
0,
0,
0,
0
] |
29 | 3 | 1 | [
"BEIJING",
"1996-08-22"
] | [
39,
11
] | [
21,
11
] | [
5,
0
] |
30 | 3 | 2 | [
"China",
"on",
"Thursday",
"accused",
"Taipei",
"of",
"spoiling",
"the",
"atmosphere",
"for",
"a",
"resumption",
"of",
"talks",
"across",
"the",
"Taiwan",
"Strait",
"with",
"a",
"visit",
"to",
"Ukraine",
"by",
"Taiwanese",
"Vice",
"President",
"Lien",
"Chan",
"this",
"week",
"that",
"infuriated",
"Beijing",
"."
] | [
22,
15,
22,
38,
22,
15,
39,
12,
21,
15,
12,
21,
15,
24,
15,
12,
22,
22,
15,
12,
21,
35,
22,
15,
22,
22,
22,
22,
22,
12,
21,
43,
38,
22,
7
] | [
11,
13,
11,
21,
11,
13,
21,
11,
12,
13,
11,
12,
13,
11,
13,
11,
12,
12,
13,
11,
12,
13,
11,
13,
11,
12,
12,
12,
12,
11,
12,
11,
21,
11,
0
] | [
5,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
6,
0,
0,
0,
0,
5,
0,
7,
0,
0,
1,
2,
0,
0,
0,
0,
5,
0
] |
31 | 3 | 3 | [
"Speaking",
"only",
"hours",
"after",
"Chinese",
"state",
"media",
"said",
"the",
"time",
"was",
"right",
"to",
"engage",
"in",
"political",
"talks",
"with",
"Taiwan",
",",
"Foreign",
"Ministry",
"spokesman",
"Shen",
"Guofang",
"told",
"Reuters",
":",
"\"",
"The",
"necessary",
"atmosphere",
"for",
"the",
"opening",
"of",
"the",
"talks",
"has",
"been",
"disrupted",
"by",
"the",
"Taiwan",
"authorities",
".",
"\""
] | [
39,
16,
24,
15,
16,
21,
24,
38,
12,
21,
38,
30,
35,
37,
15,
16,
24,
15,
22,
6,
22,
22,
21,
22,
22,
38,
22,
8,
0,
12,
16,
21,
15,
12,
21,
15,
12,
24,
42,
40,
40,
15,
12,
22,
24,
7,
0
] | [
21,
3,
11,
13,
11,
12,
12,
21,
11,
12,
21,
1,
21,
22,
13,
11,
12,
13,
11,
0,
11,
12,
12,
12,
12,
21,
11,
0,
0,
11,
12,
12,
13,
11,
12,
13,
11,
12,
21,
22,
22,
13,
11,
12,
12,
0,
0
] | [
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
3,
4,
0,
1,
2,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0
] |
32 | 3 | 4 | [
"State",
"media",
"quoted",
"China",
"'s",
"top",
"negotiator",
"with",
"Taipei",
",",
"Tang",
"Shubei",
",",
"as",
"telling",
"a",
"visiting",
"group",
"from",
"Taiwan",
"on",
"Wednesday",
"that",
"it",
"was",
"time",
"for",
"the",
"rivals",
"to",
"hold",
"political",
"talks",
"."
] | [
21,
24,
38,
22,
27,
16,
21,
15,
22,
6,
22,
22,
6,
15,
39,
12,
16,
21,
15,
22,
15,
22,
15,
28,
38,
21,
15,
12,
24,
35,
37,
16,
24,
7
] | [
11,
12,
21,
11,
11,
12,
12,
13,
11,
0,
11,
12,
0,
13,
21,
11,
12,
12,
13,
11,
13,
11,
17,
11,
21,
11,
13,
11,
12,
21,
22,
11,
12,
0
] | [
0,
0,
0,
5,
0,
0,
0,
0,
5,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
33 | 3 | 5 | [
"\"",
"Now",
"is",
"the",
"time",
"for",
"the",
"two",
"sides",
"to",
"engage",
"in",
"political",
"talks",
"..."
] | [
0,
30,
42,
12,
21,
15,
12,
11,
24,
35,
37,
15,
16,
24,
8
] | [
0,
3,
21,
11,
12,
13,
11,
12,
12,
21,
22,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
34 | 3 | 6 | [
"that",
"is",
"to",
"end",
"the",
"state",
"of",
"hostility",
",",
"\"",
"Thursday",
"'s",
"overseas",
"edition",
"of",
"the",
"People",
"'s",
"Daily",
"quoted",
"Tang",
"as",
"saying",
"."
] | [
43,
42,
35,
37,
12,
21,
15,
21,
6,
0,
22,
27,
16,
21,
15,
12,
23,
27,
16,
40,
22,
15,
39,
7
] | [
11,
21,
21,
22,
11,
12,
13,
11,
0,
0,
11,
11,
12,
12,
13,
11,
12,
11,
12,
21,
11,
13,
21,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
4,
4,
0,
1,
0,
0,
0
] |
35 | 3 | 7 | [
"The",
"foreign",
"ministry",
"'s",
"Shen",
"told",
"Reuters",
"Television",
"in",
"an",
"interview",
"he",
"had",
"read",
"reports",
"of",
"Tang",
"'s",
"comments",
"but",
"gave",
"no",
"details",
"of",
"why",
"the",
"negotiator",
"had",
"considered",
"the",
"time",
"right",
"for",
"talks",
"with",
"Taiwan",
",",
"which",
"Beijing",
"considers",
"a",
"renegade",
"province",
"."
] | [
12,
16,
21,
27,
22,
38,
22,
22,
15,
12,
21,
28,
38,
40,
24,
15,
22,
27,
24,
10,
38,
12,
24,
15,
46,
12,
21,
38,
40,
12,
21,
30,
15,
24,
15,
22,
6,
43,
22,
42,
12,
21,
21,
7
] | [
11,
12,
12,
11,
12,
21,
11,
12,
13,
11,
12,
11,
21,
22,
11,
13,
11,
11,
12,
0,
21,
11,
12,
13,
3,
11,
12,
21,
22,
11,
12,
3,
13,
11,
13,
11,
0,
11,
11,
21,
11,
12,
12,
0
] | [
0,
0,
0,
0,
3,
0,
3,
4,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
5,
0,
0,
0,
0,
0
] |
36 | 3 | 8 | [
"China",
",",
"which",
"has",
"long",
"opposed",
"all",
"Taipei",
"efforts",
"to",
"gain",
"greater",
"international",
"recognition",
",",
"was",
"infuriated",
"by",
"a",
"visit",
"to",
"Ukraine",
"this",
"week",
"by",
"Taiwanese",
"Vice",
"President",
"Lien",
"."
] | [
22,
6,
43,
42,
30,
40,
12,
22,
24,
35,
37,
17,
16,
21,
6,
38,
40,
15,
12,
21,
35,
22,
12,
21,
15,
22,
22,
22,
22,
7
] | [
11,
0,
11,
21,
22,
22,
11,
12,
12,
21,
22,
11,
12,
12,
0,
21,
22,
13,
11,
12,
13,
11,
11,
12,
13,
11,
12,
12,
12,
0
] | [
5,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
7,
0,
0,
1,
0
] |
37 | 4 | 0 | [
"China",
"says",
"time",
"right",
"for",
"Taiwan",
"talks",
"."
] | [
22,
42,
21,
30,
15,
22,
24,
7
] | [
11,
21,
11,
3,
13,
11,
12,
0
] | [
5,
0,
0,
0,
0,
5,
0,
0
] |
38 | 4 | 1 | [
"BEIJING",
"1996-08-22"
] | [
39,
11
] | [
21,
11
] | [
5,
0
] |
39 | 4 | 2 | [
"China",
"has",
"said",
"it",
"was",
"time",
"for",
"political",
"talks",
"with",
"Taiwan",
"and",
"that",
"the",
"rival",
"island",
"should",
"take",
"practical",
"steps",
"towards",
"that",
"goal",
"."
] | [
22,
42,
38,
28,
38,
21,
15,
16,
24,
15,
22,
10,
15,
12,
16,
21,
20,
37,
16,
24,
15,
12,
21,
7
] | [
11,
21,
22,
11,
21,
11,
13,
11,
12,
13,
11,
0,
17,
11,
12,
12,
21,
22,
11,
12,
13,
11,
12,
0
] | [
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
40 | 4 | 3 | [
"Consultations",
"should",
"be",
"held",
"to",
"set",
"the",
"time",
"and",
"format",
"of",
"the",
"talks",
",",
"the",
"official",
"Xinhua",
"news",
"agency",
"quoted",
"Tang",
"Shubei",
",",
"executive",
"vice",
"chairman",
"of",
"the",
"Association",
"for",
"Relations",
"Across",
"the",
"Taiwan",
"Straits",
",",
"as",
"saying",
"late",
"on",
"Wednesday",
"."
] | [
24,
20,
37,
40,
35,
37,
12,
21,
10,
21,
15,
12,
24,
6,
12,
21,
22,
21,
21,
40,
22,
22,
6,
16,
21,
21,
15,
12,
22,
15,
22,
15,
12,
22,
22,
6,
15,
39,
30,
30,
22,
7
] | [
11,
21,
22,
22,
21,
22,
11,
12,
12,
12,
13,
11,
12,
0,
11,
12,
12,
12,
12,
21,
11,
12,
0,
11,
12,
12,
13,
11,
12,
13,
11,
13,
11,
12,
12,
0,
13,
21,
11,
3,
11,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
3,
4,
4,
4,
4,
4,
4,
0,
0,
0,
0,
0,
0,
0
] |
41 | 5 | 0 | [
"German",
"July",
"car",
"registrations",
"up",
"14.2",
"pct",
"yr",
"/",
"yr",
"."
] | [
22,
22,
21,
24,
30,
11,
16,
21,
34,
21,
7
] | [
11,
12,
12,
12,
3,
11,
12,
12,
0,
11,
0
] | [
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
42 | 5 | 1 | [
"FRANKFURT",
"1996-08-22"
] | [
22,
11
] | [
11,
12
] | [
5,
0
] |
43 | 5 | 2 | [
"German",
"first-time",
"registrations",
"of",
"motor",
"vehicles",
"jumped",
"14.2",
"percent",
"in",
"July",
"this",
"year",
"from",
"the",
"year-earlier",
"period",
",",
"the",
"Federal",
"office",
"for",
"motor",
"vehicles",
"said",
"on",
"Thursday",
"."
] | [
16,
16,
24,
15,
21,
24,
38,
11,
21,
15,
22,
12,
21,
15,
12,
16,
21,
6,
12,
22,
21,
15,
21,
24,
38,
15,
22,
7
] | [
11,
12,
12,
13,
11,
12,
21,
11,
12,
13,
11,
11,
12,
13,
11,
12,
12,
0,
11,
12,
12,
13,
11,
12,
21,
13,
11,
0
] | [
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
4,
4,
4,
4,
0,
0,
0,
0
] |
44 | 5 | 3 | [
"The",
"office",
"said",
"356,725",
"new",
"cars",
"were",
"registered",
"in",
"July",
"1996",
"--",
"304,850",
"passenger",
"cars",
"and",
"15,613",
"trucks",
"."
] | [
12,
21,
38,
11,
16,
24,
38,
40,
15,
22,
11,
8,
11,
21,
24,
10,
11,
24,
7
] | [
11,
12,
21,
11,
12,
12,
21,
22,
13,
11,
12,
0,
11,
12,
12,
0,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
45 | 5 | 4 | [
"The",
"figures",
"represent",
"a",
"13.6",
"percent",
"increase",
"for",
"passenger",
"cars",
"and",
"a",
"2.2",
"percent",
"decline",
"for",
"trucks",
"from",
"July",
"1995",
"."
] | [
12,
24,
41,
12,
11,
21,
21,
15,
21,
24,
10,
12,
11,
21,
21,
15,
24,
15,
22,
11,
7
] | [
11,
12,
21,
11,
12,
12,
12,
13,
11,
12,
0,
11,
12,
12,
12,
13,
11,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
46 | 5 | 5 | [
"Motor-bike",
"registration",
"rose",
"32.7",
"percent",
"in",
"the",
"period",
"."
] | [
16,
21,
38,
11,
21,
15,
12,
21,
7
] | [
11,
12,
21,
11,
12,
13,
11,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
47 | 5 | 6 | [
"The",
"growth",
"was",
"partly",
"due",
"to",
"an",
"increased",
"number",
"of",
"Germans",
"buying",
"German",
"cars",
"abroad",
",",
"while",
"manufacturers",
"said",
"that",
"domestic",
"demand",
"was",
"weak",
",",
"the",
"federal",
"office",
"said",
"."
] | [
12,
21,
38,
30,
16,
35,
12,
40,
21,
15,
23,
39,
16,
24,
30,
6,
15,
24,
38,
12,
16,
21,
38,
16,
6,
12,
16,
21,
38,
7
] | [
11,
12,
21,
22,
22,
22,
11,
12,
12,
13,
11,
21,
11,
12,
3,
0,
17,
11,
21,
11,
12,
12,
21,
1,
0,
11,
12,
12,
21,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
48 | 5 | 7 | [
"Almost",
"all",
"German",
"car",
"manufacturers",
"posted",
"gains",
"in",
"registration",
"numbers",
"in",
"the",
"period",
"."
] | [
30,
12,
16,
21,
24,
38,
24,
15,
21,
24,
15,
12,
21,
7
] | [
11,
12,
12,
12,
12,
21,
11,
13,
11,
12,
13,
11,
12,
0
] | [
0,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
49 | 5 | 8 | [
"Volkswagen",
"AG",
"won",
"77,719",
"registrations",
",",
"slightly",
"more",
"than",
"a",
"quarter",
"of",
"the",
"total",
"."
] | [
22,
22,
38,
11,
24,
6,
30,
31,
15,
12,
21,
15,
12,
21,
7
] | [
11,
12,
21,
11,
12,
0,
11,
12,
12,
12,
12,
13,
11,
12,
0
] | [
3,
4,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
50 | 5 | 9 | [
"Opel",
"AG",
"together",
"with",
"General",
"Motors",
"came",
"in",
"second",
"place",
"with",
"49,269",
"registrations",
",",
"16.4",
"percent",
"of",
"the",
"overall",
"figure",
"."
] | [
22,
22,
30,
15,
22,
23,
38,
15,
16,
21,
15,
11,
24,
6,
11,
21,
15,
12,
16,
21,
7
] | [
11,
12,
3,
13,
11,
12,
21,
13,
11,
12,
13,
11,
12,
0,
11,
12,
13,
11,
12,
12,
0
] | [
3,
4,
0,
0,
3,
4,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
51 | 5 | 10 | [
"Third",
"was",
"Ford",
"with",
"35,563",
"registrations",
",",
"or",
"11.7",
"percent",
"."
] | [
16,
38,
22,
15,
11,
24,
6,
10,
11,
21,
7
] | [
11,
21,
11,
13,
11,
12,
0,
0,
11,
12,
0
] | [
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0
] |
52 | 5 | 11 | [
"Only",
"Seat",
"and",
"Porsche",
"had",
"fewer",
"registrations",
"in",
"July",
"1996",
"compared",
"to",
"last",
"year",
"'s",
"July",
"."
] | [
30,
22,
10,
22,
38,
17,
24,
15,
22,
11,
40,
35,
16,
21,
27,
22,
7
] | [
11,
12,
12,
12,
21,
11,
12,
13,
11,
12,
13,
13,
11,
12,
11,
12,
0
] | [
0,
3,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
53 | 5 | 12 | [
"Seat",
"posted",
"3,420",
"registrations",
"compared",
"with",
"5522",
"registrations",
"in",
"July",
"a",
"year",
"earlier",
"."
] | [
21,
38,
11,
24,
40,
15,
11,
24,
15,
22,
12,
21,
31,
7
] | [
11,
21,
11,
12,
13,
13,
11,
12,
13,
11,
11,
12,
3,
0
] | [
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
54 | 5 | 13 | [
"Porsche",
"'s",
"registrations",
"fell",
"to",
"554",
"from",
"643",
"."
] | [
22,
27,
24,
38,
35,
11,
15,
11,
7
] | [
11,
11,
12,
21,
13,
11,
13,
11,
0
] | [
3,
0,
0,
0,
0,
0,
0,
0,
0
] |
55 | 6 | 0 | [
"GREEK",
"SOCIALISTS",
"GIVE",
"GREEN",
"LIGHT",
"TO",
"PM",
"FOR",
"ELECTIONS",
"."
] | [
16,
24,
41,
22,
22,
35,
22,
15,
24,
7
] | [
11,
12,
21,
11,
12,
13,
11,
13,
11,
0
] | [
7,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
56 | 6 | 1 | [
"ATHENS",
"1996-08-22"
] | [
24,
11
] | [
11,
12
] | [
5,
0
] |
57 | 6 | 2 | [
"The",
"Greek",
"socialist",
"party",
"'s",
"executive",
"bureau",
"gave",
"the",
"green",
"light",
"to",
"Prime",
"Minister",
"Costas",
"Simitis",
"to",
"call",
"snap",
"elections",
",",
"its",
"general",
"secretary",
"Costas",
"Skandalidis",
"told",
"reporters",
"."
] | [
12,
22,
16,
21,
27,
16,
21,
38,
12,
16,
21,
35,
22,
22,
42,
23,
35,
37,
37,
24,
6,
29,
16,
21,
22,
22,
38,
24,
7
] | [
11,
12,
12,
12,
11,
12,
12,
21,
11,
12,
12,
13,
11,
12,
21,
11,
21,
22,
22,
11,
0,
11,
12,
12,
11,
12,
21,
11,
0
] | [
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
0,
0,
0
] |
58 | 6 | 3 | [
"Prime",
"Minister",
"Costas",
"Simitis",
"is",
"going",
"to",
"make",
"an",
"official",
"announcement",
"after",
"a",
"cabinet",
"meeting",
"later",
"on",
"Thursday",
",",
"said",
"Skandalidis",
"."
] | [
22,
22,
42,
22,
42,
39,
35,
37,
12,
16,
21,
15,
12,
21,
21,
30,
15,
22,
6,
38,
22,
7
] | [
11,
12,
21,
11,
21,
22,
22,
22,
11,
12,
12,
13,
11,
12,
12,
3,
13,
11,
0,
21,
11,
0
] | [
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0
] |
59 | 6 | 4 | [
"--",
"Dimitris",
"Kontogiannis",
",",
"Athens",
"Newsroom",
"+301",
"3311812-4"
] | [
8,
22,
22,
6,
22,
22,
22,
11
] | [
0,
11,
12,
0,
11,
12,
12,
12
] | [
0,
1,
2,
0,
3,
4,
0,
0
] |
60 | 7 | 0 | [
"BayerVB",
"sets",
"C$",
"100",
"million",
"six-year",
"bond",
"."
] | [
21,
42,
3,
11,
11,
16,
21,
7
] | [
11,
21,
11,
12,
12,
12,
12,
0
] | [
3,
0,
7,
0,
0,
0,
0,
0
] |
61 | 7 | 1 | [
"LONDON",
"1996-08-22"
] | [
22,
11
] | [
11,
12
] | [
5,
0
] |
62 | 7 | 2 | [
"The",
"following",
"bond",
"was",
"announced",
"by",
"lead",
"manager",
"Toronto",
"Dominion",
"."
] | [
12,
39,
21,
38,
40,
15,
21,
21,
22,
22,
7
] | [
11,
12,
12,
21,
22,
13,
11,
12,
12,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
0
] |
63 | 7 | 3 | [
"BORROWER",
"BAYERISCHE",
"VEREINSBANK"
] | [
22,
22,
22
] | [
11,
12,
12
] | [
0,
3,
4
] |
64 | 7 | 4 | [
"AMT",
"C$",
"100",
"MLN",
"COUPON",
"6.625",
"MATURITY",
"24.SEP.02"
] | [
22,
3,
11,
22,
21,
11,
22,
11
] | [
0,
11,
12,
12,
12,
12,
12,
11
] | [
0,
7,
0,
0,
0,
0,
0,
0
] |
65 | 7 | 5 | [
"TYPE",
"STRAIGHT",
"ISS",
"PRICE",
"100.92",
"PAY",
"DATE",
"24.SEP.96"
] | [
22,
22,
22,
22,
11,
21,
22,
11
] | [
11,
12,
12,
12,
12,
12,
12,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0
] |
66 | 7 | 6 | [
"FULL",
"FEES",
"1.875",
"REOFFER",
"99.32",
"SPREAD",
"+20",
"BP"
] | [
22,
24,
11,
22,
11,
22,
11,
22
] | [
11,
12,
11,
12,
12,
12,
12,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0
] |
67 | 7 | 7 | [
"MOODY",
"AA1",
"LISTING",
"LUX",
"PAY",
"FREQ",
"="
] | [
22,
22,
22,
22,
21,
24,
34
] | [
11,
11,
12,
12,
12,
12,
21
] | [
0,
0,
0,
0,
0,
0,
0
] |
68 | 7 | 8 | [
"S&P",
"=",
"DENOMS",
"(",
"K",
")",
"1-10-100",
"SALE",
"LIMITS",
"US",
"/",
"UK",
"/",
"CA"
] | [
22,
34,
22,
4,
22,
5,
11,
22,
42,
22,
34,
22,
34,
40
] | [
11,
21,
11,
0,
11,
0,
11,
12,
21,
11,
0,
11,
0,
1
] | [
3,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
5,
0,
5
] |
69 | 7 | 9 | [
"NEG",
"PLG",
"NO",
"CRS",
"DEFLT",
"NO",
"FORCE",
"MAJ",
"="
] | [
22,
22,
12,
22,
22,
12,
41,
20,
34
] | [
11,
12,
12,
12,
12,
12,
21,
22,
22
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
70 | 7 | 10 | [
"GOV",
"LAW",
"GERMAN",
"HOME",
"CTRY",
"=",
"TAX",
"PROVS",
"STANDARD"
] | [
22,
22,
22,
22,
22,
34,
21,
24,
38
] | [
11,
12,
12,
12,
12,
21,
11,
12,
21
] | [
0,
0,
7,
0,
0,
0,
0,
0,
0
] |
71 | 7 | 11 | [
"MGT",
"/",
"UND",
"0.275",
"SELL",
"CONC",
"1.60",
"PRAECIP",
"="
] | [
22,
34,
22,
11,
37,
22,
11,
22,
34
] | [
11,
0,
11,
12,
21,
11,
12,
12,
21
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
72 | 7 | 12 | [
"UNDERLYING",
"GOVT",
"BOND",
"7.0",
"PCT",
"SEPT",
"2001"
] | [
39,
16,
21,
11,
22,
22,
11
] | [
21,
11,
12,
12,
12,
12,
12
] | [
0,
0,
0,
0,
0,
0,
0
] |
73 | 7 | 13 | [
"NOTES",
"BAYERISCHE",
"VEREINSBANK",
"IS",
"JOINT",
"LEAD",
"MANAGER"
] | [
24,
41,
22,
42,
42,
22,
21
] | [
11,
21,
11,
21,
22,
11,
12
] | [
0,
3,
4,
0,
0,
0,
0
] |
74 | 7 | 14 | [
"--",
"London",
"Newsroom",
"+44",
"171",
"542",
"7658"
] | [
8,
22,
22,
11,
11,
11,
11
] | [
11,
12,
12,
12,
12,
12,
12
] | [
0,
3,
4,
0,
0,
0,
0
] |
75 | 8 | 0 | [
"Venantius",
"sets",
"$",
"300",
"million",
"January",
"1999",
"FRN",
"."
] | [
16,
24,
3,
11,
11,
22,
11,
22,
7
] | [
11,
12,
11,
12,
12,
12,
12,
12,
0
] | [
3,
0,
0,
0,
0,
0,
0,
0,
0
] |
76 | 8 | 1 | [
"LONDON",
"1996-08-22"
] | [
22,
11
] | [
11,
12
] | [
5,
0
] |
77 | 8 | 2 | [
"The",
"following",
"floating-rate",
"issue",
"was",
"announced",
"by",
"lead",
"manager",
"Lehman",
"Brothers",
"International",
"."
] | [
12,
39,
21,
21,
38,
40,
15,
21,
21,
22,
23,
22,
7
] | [
11,
12,
12,
12,
21,
22,
13,
11,
12,
12,
12,
12,
0
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
4,
4,
0
] |
78 | 8 | 3 | [
"BORROWER",
"VENANTIUS",
"AB",
"(",
"SWEDISH",
"NATIONAL",
"MORTGAGE",
"AGENCY",
")"
] | [
22,
22,
22,
4,
22,
22,
22,
21,
5
] | [
11,
12,
12,
0,
11,
12,
12,
12,
0
] | [
0,
3,
4,
0,
7,
0,
0,
0,
0
] |
79 | 8 | 4 | [
"AMT",
"$",
"300",
"MLN",
"SPREAD",
"-",
"12.5",
"BP",
"MATURITY",
"21.JAN.99"
] | [
22,
3,
11,
22,
22,
8,
11,
22,
22,
11
] | [
0,
11,
12,
12,
12,
0,
11,
12,
12,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
80 | 8 | 5 | [
"TYPE",
"FRN",
"BASE",
"3M",
"LIBOR",
"PAY",
"DATE",
"S23.SEP.96"
] | [
22,
22,
22,
22,
22,
21,
22,
22
] | [
11,
12,
12,
12,
12,
12,
12,
12
] | [
0,
0,
0,
3,
0,
0,
0,
0
] |
81 | 8 | 6 | [
"LAST",
"MOODY",
"AA3",
"ISS",
"PRICE",
"99.956",
"FULL",
"FEES",
"10",
"BP"
] | [
24,
22,
22,
22,
22,
11,
22,
24,
11,
22
] | [
11,
12,
11,
12,
12,
12,
12,
12,
11,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
82 | 8 | 7 | [
"LAST",
"S&P",
"AA+",
"REOFFER",
"="
] | [
22,
22,
22,
21,
34
] | [
11,
12,
12,
12,
21
] | [
0,
3,
0,
0,
0
] |
83 | 8 | 8 | [
"NOTES",
"S",
"SHORT",
"FIRST",
"COUPON"
] | [
24,
22,
22,
22,
22
] | [
11,
12,
12,
12,
12
] | [
0,
0,
0,
0,
0
] |
84 | 8 | 9 | [
"LISTING",
"LONDON",
"DENOMS",
"(",
"K",
")",
"1-10-100",
"SALE",
"LIMITS",
"US",
"/",
"UK",
"/",
"JP",
"/",
"FR"
] | [
39,
22,
22,
4,
22,
5,
11,
22,
42,
22,
34,
22,
34,
22,
34,
40
] | [
21,
11,
12,
0,
11,
0,
11,
12,
21,
11,
0,
11,
0,
11,
0,
1
] | [
0,
5,
0,
0,
0,
0,
0,
0,
0,
5,
0,
5,
0,
5,
0,
5
] |
85 | 8 | 10 | [
"NEG",
"PLG",
"YES",
"CRS",
"DEFLT",
"NO",
"FORCE",
"MAJ",
"IPMA",
"2"
] | [
22,
22,
22,
22,
22,
12,
41,
20,
22,
11
] | [
11,
12,
12,
12,
12,
12,
21,
22,
11,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
86 | 8 | 11 | [
"GOV",
"LAW",
"ENGLISH",
"HOME",
"CTRY",
"SWEDEN",
"TAX",
"PROVS",
"STANDARD"
] | [
22,
22,
22,
22,
22,
22,
21,
24,
38
] | [
11,
12,
12,
12,
12,
12,
12,
12,
21
] | [
0,
0,
7,
0,
0,
5,
0,
0,
0
] |
87 | 8 | 12 | [
"MGT",
"/",
"UND",
"5",
"BP",
"SELL",
"CONC",
"5",
"BP",
"PRAECIP",
"="
] | [
22,
34,
22,
11,
22,
37,
22,
11,
22,
22,
34
] | [
11,
0,
11,
12,
12,
21,
11,
12,
12,
12,
21
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
88 | 8 | 13 | [
"NOTES",
"ISSUED",
"OFF",
"EMTN",
"PROGRAMME"
] | [
24,
38,
21,
22,
22
] | [
11,
21,
11,
12,
12
] | [
0,
0,
0,
0,
0
] |
89 | 8 | 14 | [
"--",
"London",
"Newsroom",
"+44",
"171",
"542",
"8863"
] | [
8,
22,
22,
11,
11,
11,
11
] | [
11,
12,
12,
12,
12,
12,
12
] | [
0,
3,
4,
0,
0,
0,
0
] |
90 | 9 | 0 | [
"Port",
"conditions",
"update",
"-",
"Syria",
"-",
"Lloyds",
"Shipping",
"."
] | [
21,
24,
41,
8,
22,
8,
22,
22,
7
] | [
11,
12,
21,
0,
11,
0,
11,
12,
0
] | [
0,
0,
0,
0,
5,
0,
3,
4,
0
] |
91 | 9 | 1 | [
"Port",
"conditions",
"from",
"Lloyds",
"Shipping",
"Intelligence",
"Service",
"--"
] | [
21,
24,
15,
22,
22,
22,
22,
8
] | [
11,
12,
13,
11,
12,
12,
12,
0
] | [
0,
0,
0,
3,
4,
4,
4,
0
] |
92 | 9 | 2 | [
"LATTAKIA",
",",
"Aug",
"10",
"-",
"waiting",
"time",
"at",
"Lattakia",
"and",
"Tartous",
"presently",
"24",
"hours",
"."
] | [
22,
6,
22,
11,
8,
39,
21,
15,
22,
10,
22,
30,
11,
24,
7
] | [
11,
0,
11,
12,
12,
21,
11,
13,
11,
12,
12,
3,
11,
12,
0
] | [
5,
0,
0,
0,
0,
0,
0,
0,
5,
0,
5,
0,
0,
0,
0
] |
93 | 10 | 0 | [
"Israel",
"plays",
"down",
"fears",
"of",
"war",
"with",
"Syria",
"."
] | [
22,
42,
33,
24,
15,
21,
15,
22,
7
] | [
11,
21,
15,
11,
13,
11,
13,
11,
0
] | [
5,
0,
0,
0,
0,
0,
0,
5,
0
] |
94 | 10 | 1 | [
"Colleen",
"Siegel"
] | [
22,
22
] | [
11,
12
] | [
1,
2
] |
95 | 10 | 2 | [
"JERUSALEM",
"1996-08-22"
] | [
40,
11
] | [
11,
12
] | [
5,
0
] |
96 | 10 | 3 | [
"Israel",
"'s",
"outgoing",
"peace",
"negotiator",
"with",
"Syria",
"said",
"on",
"Thursday",
"current",
"tensions",
"between",
"the",
"two",
"countries",
"appeared",
"to",
"be",
"a",
"storm",
"in",
"a",
"teacup",
"."
] | [
22,
27,
16,
21,
21,
15,
22,
38,
15,
22,
16,
24,
15,
12,
11,
24,
38,
35,
37,
12,
21,
15,
12,
21,
7
] | [
11,
11,
12,
12,
12,
13,
11,
21,
13,
11,
12,
12,
13,
11,
12,
12,
21,
22,
22,
11,
12,
13,
11,
12,
0
] | [
5,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
97 | 10 | 4 | [
"Itamar",
"Rabinovich",
",",
"who",
"as",
"Israel",
"'s",
"ambassador",
"to",
"Washington",
"conducted",
"unfruitful",
"negotiations",
"with",
"Syria",
",",
"told",
"Israel",
"Radio",
"it",
"looked",
"like",
"Damascus",
"wanted",
"to",
"talk",
"rather",
"than",
"fight",
"."
] | [
22,
22,
6,
44,
15,
22,
27,
21,
35,
22,
38,
16,
24,
15,
22,
6,
38,
22,
22,
28,
38,
15,
22,
38,
35,
37,
30,
15,
21,
7
] | [
11,
12,
0,
11,
13,
11,
11,
12,
13,
11,
21,
11,
12,
13,
11,
0,
21,
11,
12,
11,
21,
13,
11,
21,
22,
22,
5,
6,
11,
0
] | [
1,
2,
0,
0,
0,
5,
0,
0,
0,
5,
0,
0,
0,
0,
5,
0,
0,
3,
4,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0
] |
98 | 10 | 5 | [
"\"",
"It",
"appears",
"to",
"me",
"the",
"Syrian",
"priority",
"is",
"still",
"to",
"negotiate",
"."
] | [
0,
28,
42,
35,
28,
12,
16,
21,
42,
30,
35,
37,
7
] | [
0,
11,
21,
13,
11,
11,
12,
12,
21,
3,
21,
22,
0
] | [
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0
] |
99 | 10 | 6 | [
"The",
"Syrians",
"are",
"confused",
",",
"they",
"are",
"definitely",
"tense",
",",
"but",
"the",
"general",
"assessment",
"here",
"in",
"Washington",
"is",
"that",
"this",
"is",
"essentially",
"a",
"storm",
"in",
"a",
"teacup",
",",
"\"",
"he",
"said",
"."
] | [
12,
23,
41,
40,
6,
28,
41,
30,
16,
6,
10,
12,
16,
21,
30,
15,
22,
42,
15,
12,
42,
30,
12,
21,
15,
12,
21,
6,
0,
28,
38,
7
] | [
11,
12,
21,
1,
0,
11,
21,
22,
11,
0,
0,
11,
12,
12,
3,
13,
11,
21,
17,
11,
21,
3,
11,
12,
13,
11,
12,
0,
0,
11,
21,
0
] | [
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
End of preview. Expand
in Dataset Viewer.
Dataset Card for "conll2003"
Dataset Summary
The shared task of CoNLL-2003 concerns language-independent named entity recognition. We will concentrate on four types of named entities: persons, locations, organizations and names of miscellaneous entities that do not belong to the previous three groups.
The CoNLL-2003 shared task data files contain four columns separated by a single space. Each word has been put on a separate line and there is an empty line after each sentence. The first item on each line is a word, the second a part-of-speech (POS) tag, the third a syntactic chunk tag and the fourth the named entity tag. The chunk tags and the named entity tags have the format I-TYPE which means that the word is inside a phrase of type TYPE. Only if two phrases of the same type immediately follow each other, the first word of the second phrase will have tag B-TYPE to show that it starts a new phrase. A word with tag O is not part of a phrase. Note the dataset uses IOB2 tagging scheme, whereas the original dataset uses IOB1.
For more details see https://www.clips.uantwerpen.be/conll2003/ner/ and https://www.aclweb.org/anthology/W03-0419
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
conll2003
- Size of downloaded dataset files: 4.85 MB
- Size of the generated dataset: 10.26 MB
- Total amount of disk used: 15.11 MB
An example of 'train' looks as follows.
{
"id": "0",
"document_id": 1,
"sentence_id": 3,
"tokens": ["The", "European", "Commission", "said", "on", "Thursday", "it", "disagreed", "with", "German", "advice", "to", "consumers", "to", "shun", "British", "lamb", "until", "scientists", "determine", "whether", "mad", "cow", "disease", "can", "be", "transmitted", "to", "sheep", "."]
"pos_tags": [12, 22, 22, 38, 15, 22, 28, 38, 15, 16, 21, 35, 24, 35, 37, 16, 21, 15, 24, 41, 15, 16, 21, 21, 20, 37, 40, 35, 21, 7],
"ner_tags": [0, 3, 4, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
"chunk_tags": [11, 12, 12, 21, 13, 11, 11, 21, 13, 11, 12, 13, 11, 21, 22, 11, 12, 17, 11, 21, 17, 11, 12, 12, 21, 22, 22, 13, 11, 0],
}
The original data files have -DOCSTART- lines used to separate documents, but these lines are removed here.
Indeed -DOCSTART- is a special line that acts as a boundary between two different documents, and it is filtered out in this implementation.
Data Fields
The data fields are the same among all splits.
conll2003
id: astringfeature.document_id: anint32feature tracking which document the sample is from.sentence_id: anint32feature tracking which sentence in this document the sample is from.tokens: alistofstringfeatures.pos_tags: alistof classification labels (int). Full tagset with indices:
{'"': 0, "''": 1, '#': 2, '$': 3, '(': 4, ')': 5, ',': 6, '.': 7, ':': 8, '``': 9, 'CC': 10, 'CD': 11, 'DT': 12,
'EX': 13, 'FW': 14, 'IN': 15, 'JJ': 16, 'JJR': 17, 'JJS': 18, 'LS': 19, 'MD': 20, 'NN': 21, 'NNP': 22, 'NNPS': 23,
'NNS': 24, 'NN|SYM': 25, 'PDT': 26, 'POS': 27, 'PRP': 28, 'PRP$': 29, 'RB': 30, 'RBR': 31, 'RBS': 32, 'RP': 33,
'SYM': 34, 'TO': 35, 'UH': 36, 'VB': 37, 'VBD': 38, 'VBG': 39, 'VBN': 40, 'VBP': 41, 'VBZ': 42, 'WDT': 43,
'WP': 44, 'WP$': 45, 'WRB': 46}
chunk_tags: alistof classification labels (int). Full tagset with indices:
{'O': 0, 'B-ADJP': 1, 'I-ADJP': 2, 'B-ADVP': 3, 'I-ADVP': 4, 'B-CONJP': 5, 'I-CONJP': 6, 'B-INTJ': 7, 'I-INTJ': 8,
'B-LST': 9, 'I-LST': 10, 'B-NP': 11, 'I-NP': 12, 'B-PP': 13, 'I-PP': 14, 'B-PRT': 15, 'I-PRT': 16, 'B-SBAR': 17,
'I-SBAR': 18, 'B-UCP': 19, 'I-UCP': 20, 'B-VP': 21, 'I-VP': 22}
ner_tags: alistof classification labels (int). Full tagset with indices:
{'O': 0, 'B-PER': 1, 'I-PER': 2, 'B-ORG': 3, 'I-ORG': 4, 'B-LOC': 5, 'I-LOC': 6, 'B-MISC': 7, 'I-MISC': 8}
Data Splits
| name | train | validation | test |
|---|---|---|---|
| conll2003 | 14041 | 3250 | 3453 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
From the CoNLL2003 shared task page:
The English data is a collection of news wire articles from the Reuters Corpus. The annotation has been done by people of the University of Antwerp. Because of copyright reasons we only make available the annotations. In order to build the complete data sets you will need access to the Reuters Corpus. It can be obtained for research purposes without any charge from NIST.
The copyrights are defined below, from the Reuters Corpus page:
The stories in the Reuters Corpus are under the copyright of Reuters Ltd and/or Thomson Reuters, and their use is governed by the following agreements:
This agreement must be signed by the person responsible for the data at your organization, and sent to NIST.
This agreement must be signed by all researchers using the Reuters Corpus at your organization, and kept on file at your organization.
Citation Information
@inproceedings{tjong-kim-sang-de-meulder-2003-introduction,
title = "Introduction to the {C}o{NLL}-2003 Shared Task: Language-Independent Named Entity Recognition",
author = "Tjong Kim Sang, Erik F. and
De Meulder, Fien",
booktitle = "Proceedings of the Seventh Conference on Natural Language Learning at {HLT}-{NAACL} 2003",
year = "2003",
url = "https://www.aclweb.org/anthology/W03-0419",
pages = "142--147",
}
Contributions
Thanks to @jplu, @vblagoje, @lhoestq for adding this dataset.
- Downloads last month
- 358
Homepage:
aclweb.org
Size of downloaded dataset files:
983 kB
Size of the auto-converted Parquet files:
1.86 MB
Number of rows:
20,744
Models trained or fine-tuned on tomaarsen/conll2003