[PDF][PDF] Machine learning for ancient languages: A survey

T Sommerschield, Y Assael, J Pavlopoulos… - Computational …, 2023 - direct.mit.edu
Ancient languages preserve the cultures and histories of the past. However, their study is
fraught with difficulties, and experts must tackle a range of challenging text-based tasks, from …

A survey of the model transfer approaches to cross-lingual dependency parsing

A Das, S Sarkar - ACM Transactions on Asian and Low-Resource …, 2020 - dl.acm.org
Cross-lingual dependency parsing approaches have been employed to develop
dependency parsers for the languages for which little or no treebanks are available using …

Joint learning of morphology and syntax with cross-level contextual information flow

B Can, H Aleçakır, S Manandhar… - Natural Language …, 2022 - cambridge.org
We propose an integrated deep learning model for morphological segmentation, morpheme
tagging, part-of-speech (POS) tagging, and syntactic parsing onto dependencies, using …

The Fragility of Multi-Treebank Parsing Evaluation

I Alonso-Alonso, D Vilares… - arXiv preprint arXiv …, 2022 - arxiv.org
Treebank selection for parsing evaluation and the spurious effects that might arise from a
biased choice have not been explored in detail. This paper studies how evaluating on a …

Structured Prediction in NLP--A survey

C Dev, N Biyani, NP Suthar, P Kumar… - arXiv preprint arXiv …, 2021 - arxiv.org
Over the last several years, the field of Structured prediction in NLP has had seen huge
advancements with sophisticated probabilistic graphical models, energy-based networks …

[PDF][PDF] Cross-lingual Natural Language Processing with Linguistic Typology Knowledge

C Choudhary - 2023 - researchrepository …
State-of-the-art approaches to most Natural Language Processing (NLP) tasks have
achieved near human performance. This recent progress has positively impacted millions of …

Joint learning of morphological segmentation, morpheme tagging, part-of-speech tagging, and dependency parsing

H Aleçakır - 2020 - open.metu.edu.tr
In agglutinating languages, there is a strong relationship between morphology and syntax.
Inflectional and derivational suffixes have a significant role while determining the syntactic …

[引用][C] Natural languages understanding by a compositional alignment of word embeddings

Z Zhu - 2019