The success of these approaches has stimulated research in using empirical learning techniques in other facets of NLP, including semantic analysis--uncovering the meaning of an utterance. This ar...
The above approaches only take into account the information from neighboring words in the sliding window, but the meaning of some words needs to be correctly labeled using long-distance contextual information in CWS. (Chen et al., 2015b) proposed a CWS model based on the long-short-term memo...
TempoWiC - An Evaluation Benchmark for Detecting Meaning Shift in Social Media - https://github.com/cardiffnlp/TempoWiC NER datasets WNUT 2016: Twitter NER - https://github.com/aritter/twitter_nlp/tree/master/data/annotated/wnut16 WNUT 2017: Emerging Entities dataset - https://github.com...
OPUS-100 was used for the experiments in the paper "Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation" [2]. Please cite that paper if you use this corpus. Description Following [3], OPUS-100 is English-centric, meaning that all training pairs include English ...
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Word Sense Disambiguation (WSD) is a long-standing task in Natural Language Processing(NLP) that aims to automatically identify the most relevant meaning of the words in a given context. Developing standard WSD test collections can be mentioned as an important prerequisite for developing and evaluati...
Neural machine translation (NMT) often makes mistakes in translating low-frequency content words that are essential to understanding the meaning of the sen... P Arthur,G Neubig,S Nakamura 被引量: 63发表: 2016年 Customizing a Lexicon to Better Suit a Computational Task We discuss a method for...
Meaning by collocation 搭配辨义 Metadata 元信息 MF/MD approach/multi-feature/multi-dimensional analysis 多特征/多维度分析法 Misuse 误用 Monitor corpus (动态)监察语料库 Monolingual corpus 单语语料库 Multilingual corpus 多语语料库 Multimodal corpus 多模态语料库 MWU/multiword unit 多词单位 MWE/multiword...
repetition of phoneme, morpheme, word, phrase, clause or the utterance as a whole and it gives different meaning in syntax as well as semantic level. The reduplicated words has important role in many natural language processing (NLP) applications, namely in machine translation (MT), text ...
In Natural Language Processing in the Pacific Rim (NLPRS ’97). Phuket, Thailand, 209–214. Bangkok: National Electronics and Computer Technology Center.Search in Google Scholar Koch, Peter. 2016. Meaning change and semantic shifts. In Päivi Juvonen & Maria Koptjevskaja Tamm (eds.), The ...