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Lemmatization

Lemmatization is a process of determining a base or dictionary form (lemma) for a given surface form. Especially for languages with rich morphology it is important to be able to normalize words into their base forms to better support for example search engines and linguistic studies. Main difficulties in Lemmatization arise from encountering previously unseen words during inference time as well as disambiguating ambiguous surface forms which can be inflected variants of several different base forms depending on the context.

Source: Universal Lemmatizer: A Sequence to Sequence Model for Lemmatizing Universal Dependencies Treebanks

Papers

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Showing 151–200 of 351 papers

TitleStatusHype
UBC\_UOS-TYPED: Regression for typed-similarity—0
Ubiquitous Usage of a Broad Coverage French Corpus: Processing the Est Republicain corpus—0
UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task—0
UDPipe at EvaLatin 2020: Contextualized Embeddings and Treebank Embeddings—0
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging—0
UDPipe: Trainable Pipeline for Processing CoNLL-U Files Performing Tokenization, Morphological Analysis, POS Tagging and Parsing—0
UdS-(retrain|distributional|surface): Improving POS Tagging for OOV Words in German CMC and Web Data—0
Universal Lemmatizer: A Sequence to Sequence Model for Lemmatizing Universal Dependencies Treebanks—0
Universal Morphologies for the Caucasus region—0
USF at SemEval-2019 Task 6: Offensive Language Detection Using LSTM With Word Embeddings—0
Using longest common subsequence and character models to predict word forms—0
Using Resource-Rich Languages to Improve Morphological Analysis of Under-Resourced Languages—0
Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models—0
UZH in BioNLP 2013—0
UZH@SMM4H: System Descriptions—0
Vacaspati: A Diverse Corpus of Bangla Literature—0
Very Large-Scale Lexical Resources to Enhance Chinese and Japanese Machine Translation—0
Voting for POS tagging of Latin texts: Using the flair of FLAIR to better Ensemble Classifiers by Example of Latin—0
``Vreselijk mooi!'' (terribly beautiful): A Subjectivity Lexicon for Dutch Adjectives.—0
Weighting Finite-State Transductions With Neural Context—0
Word-Formation Network for Czech—0
WSD for n-best reranking and local language modeling in SMT—0
YAMAMA: Yet Another Multi-Dialect Arabic Morphological Analyzer—0
ZAEBUC: An Annotated Arabic-English Bilingual Writer Corpus—0
Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages—0
Facilitating Multi-Lingual Sense Annotation: Human Mediated Lemmatizer—0
Factored Machine Translation Systems for Russian-English—0
Fast and Accurate Decision Trees for Natural Language Processing Tasks—0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings—0
Few-Shot and Zero-Shot Learning for Historical Text Normalization—0
First Steps towards the Semi-automatic Development of a Wordformation-based Lexicon of Latin—0
FOLK-Gold ― A Gold Standard for Part-of-Speech-Tagging of Spoken German—0
Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style—0
Generating a Gold Standard for a Swedish Sentiment Lexicon—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship—0
Handling Unknown Words in Arabic FST Morphology—0
Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin—0
HHU at SemEval-2016 Task 1: Multiple Approaches to Measuring Semantic Textual Similarity—0
Holaaa!! writin like u talk is kewl but kinda hard 4 NLP—0
How low is too low? A monolingual take on lemmatisation in Indian languages—0
Illinois-LH: A Denotational and Distributional Approach to Semantics—0
Impact of Feature Selection on Micro-Text Classification—0
Improving Neural Translation Models with Linguistic Factors—0
Improving the Morphological Analysis of Classical Sanskrit—0
Indexation libre et contr\^ol\'ee d'articles scientifiques. Pr\'esentation et r\'esultats du d\'efi fouille de textes DEFT2012 (Controlled and free indexing of scientific papers. Presentation and results of the DEFT2012 text-mining challenge) [in French]—0
Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order Hungarian—0
Iula2Standoff: a tool for creating standoff documents for the IULACT—0
IWNLP: Inverse Wiktionary for Natural Language Processing—0
JAIST: Combining multiple features for Answer Selection in Community Question Answering—0
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