NLP 自然语言处理数据集粗略_entity canonicalization

作者：繁依Fanyi0 | 2024-03-31 20:01:48

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entity canonicalization

收集匆忙，并不保证准确

dataset

index	dataset	Abbreviation	task	note
1	LiBriSpeech		Automatic speech recogniton
2		WSJ	Automatic speech recogniton
3	Hub5’00 Evaluation		Automatic speech recogniton
4	Rich Transcriptions		Automatic speech recogniton
5	Fisher	RT03S FSH	Automatic speech recogniton
6		TED-LIUM	Automatic speech recogniton
7	CHiME	CHiME	Automatic speech recogniton	noisy speech
8		TIMIT	Automatic speech recogniton
9	CCGBank		CCG supertagging
10	Event2Mind		Common sense
11	Situations with Adversarial Generations	SWAG	Common sense
12	Winograd Schema Challenge		Common sense
13	Visual Commonsense Reasoning	VCR	Common sense
14	Penn Treebank		Constituency parsing
15	CoNLL 2012		Coreference resolution
16	Penn Treebank		Dependency parsing
17	Penn Treebank		Unsupervised dependency parsing
18	Switchboard corpus		Dialogue	Dialogue act classification
19	Switchboard Dialogue Act Corpus	SwDA	Dialogue	Dialogue act classification
20	ICSI Meeting Recorder Dialog Act corpus	MRDA	Dialogue	Dialogue act classification
21	Second dialogue state tracking challenge	DSTC2	Dialogue	Dialogue state tracking
22	Wizard-of-Oz		Dialogue	Dialogue state tracking
23	Ubuntu Corpus		Dialogue	Retrieval-based Chatbot
24	Multi-Domain Sentiment Dataset		Domain adaptation	Sentiment analysis
25	AIDA CoNLL-YAGO Dataset		Entity Linking
26	TAC KBP English Entity Linking Comprehensive and Evaluation Data 2010		Entity Linking
27	CoNLL-2014 Shared Task		Grammatical Error Correction
28	CoNLL-2014 10 Annotations		Grammatical Error Correction
29	JFLEG		Grammatical Error Correction
30	Base		Information Extraction	Open Knowledge Graph Canonicalization
31	Ambigous		Information Extraction	Open Knowledge Graph Canonicalization
32	ReVerb45K		Information Extraction	Open Knowledge Graph Canonicalization
33	Penn Treebank		Language modeling	Word Level Models
34	WikiText-2		Language modeling	Word Level Models
35	WikiText-103		Language modeling	Word Level Models
36	1B Words / Google Billion Word benchmark		Language modeling	Word Level Models
37	Hutter Prize		Language modeling	Character Level Models
38	Text8		Language modeling	Character Level Models
39	Penn Treebank		Language modeling	Character Level Models
40	LexNorm		Lexical Normalization
41	LexNorm2015		Lexical Normalization
42	WMT 2014 EN-DE		Machine translation
43	WMT 2014 EN-FR		Machine translation
44	DecalNLP		Multi-task learning
45	GLUE		Multi-task learning
46	IEMOCAP		Multimodal	Multimodal Emotion Recognition
47			Multimodal	Multimodal Metaphor Recognition
48	MOSI		Multimodal	Multimodal Sentiment Analysis
49	CoNLL 2003(English)		Named entity recognition
50	Long-tail emerging entities		Named entity recognition
51	Ontonotes v5		Named entity recognition
52	Stanford Natural Language Inference Corpus	SNLI	Natural language inference
53	Multi-Genre Natural Langeuage Inference corpus	MultiNLI	Natural language inference
54		SciTail	Natural language inference
55	Penn Treebank		Part-of-speech tagging
56	Social media		Part-of-speech tagging
57	Universal Dependencies		Part-of-speech tagging
58	AI2 Reasoning Challenge	ARC	Question answering
59	ShARC	ShARC	Question answering
60	CLiCR	CLiCR	Question answering	Reading comprehension
61	CNN/Daily Mail		Question answering	Reading comprehension
62	CoQA		Question answering	Reading comprehension
63	HotpotQA		Question answering	Reading comprehension
64	MS MARCO		Question answering	Reading comprehension
65	MultiRC		Question answering	Reading comprehension
66	NewsQA		Question answering	Reading comprehension
67	QAngaroo		Question answering	Reading comprehension
68	QuAC		Question answering	Reading comprehension
69	RACE		Question answering	Reading comprehension
70	Stanford Question Answering Dataset	SQuAD	Question answering	Reading comprehension
71	Story Cloze Test		Question answering	Reading comprehension
72	RecipeQA		Question answering	Reading comprehension
73	NarrativeQA		Question answering	Reading comprehension
74	DuoRC		Question answering	Reading comprehension
75	DuReader		Question answering	Open-domain Question Answering
76	Quasar		Question answering	Open-domain Question Answering
77	SearchQA		Question answering	Open-domain Question Answering
78	Freebase-15K-238	FB15K-237	Relation Prediction
79	WordNet-18-RR	WN18RR	Relation Prediction
80	New York Times Corpus		Relationship Extraction
81	SemEval-2010 Task 8		Relationship Extraction
82	TACRED	TACRED	Relationship Extraction
83	Few-Shot Relation Classification Dataset	FewRel	Relationship Extraction
84	SentEval		Semantic textual similarity
85	Quora Question Pairs		Semantic textual similarity	Paraphrase identification
86	LDC2014T12		Semantic parsing	AMR parsing
87	LDC2015E86		Semantic parsing	AMR parsing
88	LDC2016E25		Semantic parsing	AMR parsing
89	ATIS		Semantic parsing	SQL parsing
90	Advising		Semantic parsing	SQL parsing
91	GeoQuery		Semantic parsing	SQL parsing
92	Scholar		Semantic parsing	SQL parsing
93	Spider		Semantic parsing	SQL parsing
94	WikiSQL		Semantic parsing	SQL parsing
95	Smaller Datasets		Semantic parsing	SQL parsing
96	OntoNotes		Semantic role labeling
97	IMDb		Sentiment analysis
98	Stanford Sentiment Treebank	SST	Sentiment analysis
99	Yelp Review dataset	Yelp	Sentiment analysis
100	SemEval		Sentiment analysis
101	Sentihood		Sentiment analysis	Aspect-based sentiment analysis
102	SemEval-2014 Task 4		Sentiment analysis	Aspect-based sentiment analysis
103	Subjectivity dataset	SUBJ	Sentiment analysis	Subjectivity analysis
104	Penn Treebank		Shallow syntax	Chunking
105	Main-Simple English Wikipedia		Simplification	Sentence Simplification
106	PWKP/WikiSmall		Simplification	Sentence Simplification
107	Coster and Kauchack		Simplification	Sentence Simplification
108	Turk Corpus		Simplification	Sentence Simplification
108	Newsela		Simplification	Sentence Simplification
109	RumourEval		Stance detection
110	CNN/Daily Mail		Summarization
110	Gigaword		Summarization
111	DUC 2004 Task 1		Summarization
112	Webis-TLDR-17 Corpus		Summarization
113	Google Dataset		Summarization	Sentence Compression
114	SemEval 2018		Taxonomy Learning	Hypernym Discory
115	APW		Temporal Processing	Document Dating(Time-stamping)
116	NYT		Temporal Processing	Document Dating(Time-stamping)
117	TimeBank		Temporal Processing	Temporal Information Extraction
118	TempEval-3		Temporal Processing	Temporal Information Extraction
119	TimeBank		Temporal Processing	Timex normalisation
120	PNT		Temporal Processing	Timex normalisation
121	AG News corpus		Text classification
122	DBpedia		Text classification
123	TREC		Text classification
124	Fine-grained WSD		Word Sense Disambiguation
125	AIDA CoNLL-YAGO Dataset		Entity linking
126	Chinese Treebank 6		Chinese Word Segmentation
127	Chinese Treebank 7		Chinese Word Segmentation
128	AS		Chinese Word Segmentation
129	CityU		Chinese Word Segmentation
130	PKU		Chinese Word Segmentation
131	MSR		Chinese Word Segmentation

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NLP 自然语言处理数据集 粗略_entity canonicalization

dataset

NLP 自然语言处理数据集粗略_entity canonicalization