IJCNLP 2005 - PDF Preprint Papers

IJCNLP 2005 International Conference on Natural Language Processing

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IJCNLP
2005
Springer

314views Natural Language Processing» more IJCNLP 2005»

Chunking Using Conditional Random Fields in Korean Texts

14 years 6 months ago

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We present a method of chunking in Korean texts using conditional random fields (CRFs), a recently introduced probabilistic model for labeling and segmenting sequence of data. In a...

Yong-Hun Lee, Mi-Young Kim, Jong-Hyeok Lee

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Id	Views	Title	Status

1	314	Chunking Using Conditional Random Fields in Korean Texts	claim
2	240	Acquiring Synonyms from Monolingual Comparable Texts	claim
3	224	Phrase-Based Statistical Machine Translation: A Level of Detail Approach	claim
4	215	Automatic Image Annotation Using Maximum Entropy Model	claim
5	213	Anaphora Resolution for Biomedical Literature by Exploiting Multiple Resources	claim
6	193	A Chunking Strategy Towards Unknown Word Detection in Chinese Word Segmentation	claim
7	192	Automatic Partial Parsing Rule Acquisition Using Decision Tree Induction	claim
8	191	Improving Korean Speech Acts Analysis by Using Shrinkage and Discourse Stack	claim
9	189	Empirical Study of Utilizing Morph-Syntactic Information in SMT	claim
10	189	Automatic Slide Generation Based on Discourse Structure Analysis	claim
11	187	Automatic Discovery of Attribute Words from Web Documents	claim
12	179	French-English Terminology Extraction from Comparable Corpora	claim
13	179	Relation Extraction Using Support Vector Machine	claim
14	179	Automatic Term Extraction Based on Perplexity of Compound Words	claim
15	178	Adapting a Probabilistic Disambiguation Model of an HPSG Parser to a New Domain	claim
16	177	Semantic Role Tagging for Chinese at the Lexical Level	claim
17	175	A Case-Based Reasoning Approach for Speech Corpus Generation	claim
18	173	Detecting Article Errors Based on the Mass Count Distinction	claim
19	170	CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information	claim
20	170	Two-Phase Biomedical Named Entity Recognition Using A Hybrid Method	claim
21	168	Classifying Chinese Texts in Two Steps	claim
22	168	Web-Based Terminology Translation Mining	claim
23	168	Aligning Needles in a Haystack: Paraphrase Acquisition Across the Web	claim
24	164	Web-Based Unsupervised Learning for Query Formulation in Question Answering	claim
25	162	An Empirical Study on Language Model Adaptation Using a Metric of Domain Similarity	claim
26	161	A Comparative Study of Language Models for Book and Author Recognition	claim
27	161	Corpus-Based Analysis of Japanese Relative Clause Constructions	claim
28	161	A Connectionist Model of Anticipation in Visual Worlds	claim
29	160	Document Clustering with Grouping and Chaining Algorithms
30	160	Assigning Polarity Scores to Reviews Using Machine Learning Techniques	claim
31	159	Answering Definition Questions Using Web Knowledge Bases	claim
32	159	Using Multiple Discriminant Analysis Approach for Linear Text Segmentation	claim
33	158	PLSI Utilization for Automatic Thesaurus Construction	claim
34	155	Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification	claim
35	155	A New Method for Sentiment Classification in Text Retrieval	claim
36	152	Mining Inter-Entity Semantic Relations Using Improved Transductive Learning	claim
37	150	Instance-Based Generation for Interactive Restricted Domain Question Answering Systems	claim
38	149	Using the Structure of a Conceptual Network in Computing Semantic Relatedness	claim
39	146	Heuristic Methods for Reducing Errors of Geographic Named Entities Learned by Bootstrapping	claim
40	139	Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free	claim
41	138	Analogy as Functional Recategorization: Abstraction with HowNet Semantics	claim
42	138	Inversion Transduction Grammar Constraints for Mining Parallel Sentences from Quasi-Comparable Corpora	claim
43	137	A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation	claim
44	134	A Preliminary Work on Classifying Time Granularities of Temporal Questions	claim
45	134	Exploiting Lexical Conceptual Structure for Paraphrase Generation	claim
46	134	Automatic Extraction of Fixed Multiword Expressions	claim
47	133	An Ensemble of Grapheme and Phoneme for Machine Transliteration	claim
48	131	A Method of Recognizing Entity and Relation	claim
49	128	Analysis of an Iterative Algorithm for Term-Based Ontology Alignment	claim
50	127	Machine Translation Based on Constraint-Based Synchronous Grammar	claim
51	125	Topic Tracking Based on Linguistic Features	claim
52	123	Parsing the Penn Chinese Treebank with Semantic Knowledge	claim
53	121	Building a Japanese-Chinese Dictionary Using Kanji/Hanzi Conversion	claim
54	121	PP-Attachment Disambiguation Boosted by a Gigantic Volume of Unambiguous Examples	claim
55	121	A Rule Based Syllabification Algorithm for Sinhala	claim
56	120	Lexical Choice via Topic Adaptation for Paraphrasing Written Language to Spoken Language	claim
57	119	Automatic Acquisition of Basic Katakana Lexicon from a Given Corpus	claim
58	117	Exploring Syntactic Relation Patterns for Question Answering	claim
59	116	Tense Tagging for Verbs in Cross-Lingual Context: A Case Study	claim
60	114	Period Disambiguation with Maxent Model	claim
61	114	Using a Partially Annotated Corpus to Build a Dependency Parser for Japanese	claim
62	113	Word Sense Disambiguation by Relative Selection	claim
63	111	Parsing Biomedical Literature	claim
64	107	Why Is Zero Marking Important in Korean?	claim
65	102	Semantic Role Labelling of Prepositional Phrases	claim
66	102	A Lexicon-Constrained Character Model for Chinese Morphological Analysis	claim
67	98	Improving Statistical Word Alignment with Ensemble Methods	claim
68	98	Linguistically-Motivated Grammar Extraction, Generalization and Adaptation	claim

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