Datasets:

ruanchaves
/

jhotdraw

Languages: code

Multilinguality: monolingual

Size Categories: unknown

Language Creators: machine-generated

Annotations Creators: expert-generated

Source Datasets: original

Tags: word-segmentation

License:

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test · 957 rows

index int32 0 956	identifier stringlengths 4 39	segmentation stringlengths 5 43
0	abstractconnectorserializeddataversion	abstract connector serialized data version
1	abstractfigure	abstract figure
2	abstractfigures	abstract figures
3	abstractfigureserializeddataversion	abstract figureserialized data version
4	abstracthandle	abstract handle
5	abstractlocator	abstract locator
6	abstracttool	abstract tool
7	acceptstyping	accepts typing
8	actionevent	action event
9	actionlistener	action listener
10	actionperformed	action performed
11	actiontool	action tool
12	addactionlistener	add action listener
13	addall	add all
14	addbackground	add background
15	addcornerhandles	add corner handles
16	adddrawingchangelistener	add drawing change listener
17	addelement	add element
18	addfigurechangelistener	add figure change listener
19	addforeground	add foreground
20	addhandles	add handles
21	addimage	add image
22	addinternal	add internal
23	additem	add item
24	additemlistener	add item listener
25	addkeylistener	add key listener
26	addlayoutcomponent	add layout component
27	addlisteners	add listeners
28	addmouselistener	add mouse listener
29	addmousemotionlistener	add mouse motion listener
30	addpoint	add point
31	addpointrelative	add point relative
32	addposttask	add post task
33	addpretask	add pre task
34	addseparator	add separator
35	addtocontainer	add to container
36	addtoselection	add to selection
37	addtoselectionall	add to selectionall
38	addwindowlistener	add window listener
39	aligncommand	align command
40	alignmentmenu	align mentmenu
41	allbits	all bits
42	anchorangle	anchor angle
43	anchorfigure	anchor figure
44	anchorhandle	anchor handle
45	anchorlen	anchor len
46	anchorx	anchor x
47	anchory	anchor y
48	andrewfg	and rewfg
49	angletopoint	angle to point
50	animationdecorator	animation decorator
51	animationdecoratorserializeddataversion	animation decorator serialized data version
52	animationstep	animation step
53	anyway	any way
54	appletclassname	applet class name
55	appletpath	applet path
56	arrayindexoutofboundsexception	array index out of bounds exception
57	arrowmode	arrow mode
58	arrowtip	arrow tip
59	arrowtipserializeddataversion	arrow tip serialized data version
60	asint	as int
61	attributefigure	attribute figure
62	attributefigureserializeddataversion	attribute figure serialized data version
63	attributename	attribute name
64	attributevalue	attribute value
65	awteventmulticaster	awt event multi caster
66	basicdisplaybox	basic display box
67	basicgetimage	basic get image
68	basicmoveby	basic move by
69	beginedit	begin edit
70	booleanvalue	boolean value
71	borddec	bord decorator
72	borderdecorator	border decorator
73	borderdecoratorserializeddataversion	border decorator serialized data version
74	borderlayout	border layout
75	bordertool	border tool
76	bouncingdrawing	bouncing drawing
77	bouncingdrawingserializeddataversion	bouncing drawing serialized data version
78	boxhandlekit	box handle kit
79	bringtofront	bring to front
80	bringtofrontcommand	bring to front command
81	bufferedreader	buffered reader
82	bufferedupdateserializeddataversion	buffered update serialized data version
83	bufferedupdatestrategy	buffered update strategy
84	buttonpalette	button palette
85	bytearrayinputstream	byte array input stream
86	bytearrayoutputstream	byte array output stream
87	bytestream	byte stream
88	canconnect	can connect
89	cannot	can not
90	changeattributecommand	change attribute command
91	changeconnectionendhandle	change connection end handle
92	changeconnectionhandle	change connection handle
93	changeconnectionhandles	change connection handles
94	changeconnectionstarthandle	change connection start handle
95	checkdamage	check damage
96	checkenabled	check enabled
97	checkminimumsize	check minimum size
98	chopboxconnector	chop box connector
99	chopellipseconnector	chop ellipse connector

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YAML Metadata Warning: The task_categories "structure-prediction" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, other

Dataset Card for Jhotdraw

Dataset Summary

In programming languages, identifiers are tokens (also called symbols) which name language entities. Some of the kinds of entities an identifier might denote include variables, types, labels, subroutines, and packages.

Jhotdraw is a dataset for identifier segmentation, i.e. the task of adding spaces between the words on a identifier.

Languages

Java

Dataset Structure

Data Instances

{
    "index": 0,
    "identifier": "abstractconnectorserializeddataversion",
    "segmentation": "abstract connector serialized data version"
}

Data Fields

index: a numerical index.
identifier: the original identifier.
segmentation: the gold segmentation for the identifier.

Dataset Creation

All hashtag segmentation and identifier splitting datasets on this profile have the same basic fields: hashtag and segmentation or identifier and segmentation.
The only difference between hashtag and segmentation or between identifier and segmentation are the whitespace characters. Spell checking, expanding abbreviations or correcting characters to uppercase go into other fields.
There is always whitespace between an alphanumeric character and a sequence of any special characters ( such as _ , :, ~ ).
If there are any annotations for named entity recognition and other token classification tasks, they are given in a spans field.

Additional Information

Citation Information

@inproceedings{madani2010recognizing,
  title={Recognizing words from source code identifiers using speech recognition techniques},
  author={Madani, Nioosha and Guerrouj, Latifa and Di Penta, Massimiliano and Gueheneuc, Yann-Gael and Antoniol, Giuliano},
  booktitle={2010 14th European Conference on Software Maintenance and Reengineering},
  pages={68--77},
  year={2010},
  organization={IEEE}
}

Contributions

This dataset was added by @ruanchaves while developing the hashformers library.

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Paper:

Helpful or Not? An investigation on the feasibility of identifier splitting via CNN-BiLSTM-CRF

Size of downloaded dataset files:

30.8 kB

Size of the auto-converted Parquet files:

25.7 kB

Number of rows:

957