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word identification

Cross lingual complex word identification with multitask learning

Cross lingual complex word identification with multitask learning

... We approach the 2018 Shared Task on Com- plex Word Identification by leveraging a cross- lingual multitask learning approach. Our method is highly language agnostic, as evi- denced by the ability of our ...

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Deep Learning Architecture for Complex Word Identification

Deep Learning Architecture for Complex Word Identification

... complex word identification has often been regarded as a critical first step for automatic lexical simplification (Shardlow, ...complex word identification and have fo- cused on developing ...

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Complex Word Identification Using Character n grams

Complex Word Identification Using Character n grams

... Complex Word Identification (CWI) refers to identification of words which are considered by readers from a specific target audience to be com- ...

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Complex Word Identification Based on Frequency in a Learner Corpus

Complex Word Identification Based on Frequency in a Learner Corpus

... Seid Muhie Yimam, Chris Biemann, Shervin Mal- masi, Gustavo Paetzold, Lucia Specia, Sanja ˇStajner, Ana¨ıs Tack, and Marcos Zampieri. 2018. A Report on the Complex Word Identification Shared Task 2018. In ...

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Recognizing Unregistered Names for Mandarin Word Identification

Recognizing Unregistered Names for Mandarin Word Identification

... Recognizing Unregistered Names for Mandarin Word Identification Recognizing Unregistered Names for Mandarin Word Identification Liang Jyh Wang, Wei Chuan Li, and Chao Huang Chang Computer and Communic[.] ...

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An Automated Complex Word Identification from Text: A Survey

An Automated Complex Word Identification from Text: A Survey

... The process of recognizing difficult words from text is the main task of Complex Word Identification (CWI). In this task, the difficult words are substituted with simpler words aim to enhancement of ...

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Word Identification for Mandarin Chinese Sentences

Word Identification for Mandarin Chinese Sentences

... WORD IDENTIFICATION FOR MANDARIN CHINESE SENTENCES W O R D I D E N T I F I C A T I O N F O R M A N D A R I N C I l I N E S E S E N T E N C E S Abstract K e h J i a n n C h e n S h i n g l l u a n L i[.] ...

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Multilingual and Cross-Lingual Complex Word Identification

Multilingual and Cross-Lingual Complex Word Identification

... Complex Word Identification (CWI) is an important task in lexical simplification and text accessibility. Due to the lack of CWI datasets, previous works largely de- pend on Simple English Wikipedia and edit ...

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Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon based Tibetan Word Segmentation

Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon based Tibetan Word Segmentation

... from word segmentation fragment which are very likely to be ...unknown word identification component on our evaluation ...Tibetan word segmentation specification and standard; in addition, ...

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A Report on the Complex Word Identification Shared Task 2018

A Report on the Complex Word Identification Shared Task 2018

... Annotations were collected using the Amazon Mechanical Turk (MTurk). Instead of showing a single sentence, we presented 5 to 10 sentences to the annotator in a single HIT (Human Intelligence Task) and requested them to ...

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Japanese Unknown Word Identification by Character based Chunking

Japanese Unknown Word Identification by Character based Chunking

... Unknown word processing in morphological analysis of non-segmented language can follow one of either approaches: modular or ...a word is embedded in a morphological analyzer (Nagata, 1999; Uchimoto et ...

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Opinion mining with target extraction using word identification

Opinion mining with target extraction using word identification

... null word. Aligning to a null word means that this word either has no modifier or modifies nothing; Other unrelated words, such as prepositions, conjunctions and adverbs, can only align with ...of ...

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Complex Word Identification as a Sequence Labelling Task

Complex Word Identification as a Sequence Labelling Task

... The annotators may have found the second con- text simpler on the whole, as molars is surrounded by familiar words that imply the meaning (e.g., mouth), whereas elephants is a rarer and less se- mantically similar ...

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Lattice Based Word Identification in CLARE

Lattice Based Word Identification in CLARE

... I argue that because of spelling and typing errors and other properties of typed text, the identification of words and word boundaries in general requires syntactic and semantic knowledg[r] ...

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Word skipping: Implications for theories of eye movement control in reading

Word skipping: Implications for theories of eye movement control in reading

... parafoveal word, although Rayner himself pointed to the fact that word identification times increase 90 nms per degree of eccentricity (Rayner and Morrison, 1981; see also Schiepers, ...parafoveal ...

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HeLI, a Word Based Backoff Method for Language Identification

HeLI, a Word Based Backoff Method for Language Identification

... the word-based backoff language identification method first introduced in 2010 (Jauhiainen, 2010) and made several modifications to it in order to improve the method for the task of discriminating similar ...

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SENSE IDENTIFICATION FOR AMBIGUOUS WORD USING DECISION LIST

SENSE IDENTIFICATION FOR AMBIGUOUS WORD USING DECISION LIST

... Word sense disambiguation is one of the main challenges in natural language processing. WSD one word many meaning, could cause problem during information retrieval, e.g. search engine could not interpret ...

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Novel Word sense Identification

Novel Word sense Identification

... Each variant of Novelty and Relevance is an improvement over the baseline, although the Relevance measures don’t perform as well as the Novelty ones, despite this dataset only containing novel senses related to computing ...

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Paraphrase Identification Using Weighted Dependencies and Word Semantics

Paraphrase Identification Using Weighted Dependencies and Word Semantics

... every word in the sentence is a modifier of exactly one word, its head, ex- cept the head word of the sentence, which does not have a ...head word of the sentence is the root node in the ...

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Identifying Causal Relations Using Parallel Wikipedia Articles

Identifying Causal Relations Using Parallel Wikipedia Articles

... first word in a phrase and the right sib- ling of the last word in a phrase to be an event, where a sibling is the node at the same level in the constituent ...

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