Papers with PA
jTLEX: a Java Library for TimeLine EXtraction (2023.eacl-demo)
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| Challenge: | Timeline EXtraction library provides Java implementation of TimeML annotations and tools for programmatic manipulation of Timeline graphs. |
| Approach: | jTLEX provides a Java implementation of TimeLine EXtraction algorithm and utilities for programmatic manipulation of TimeML graphs. |
| Outcome: | jTLEX provides a Java implementation of the TimeLine EXtraction algorithm, along with utilities for programmatic manipulation of TimeML graphs. |
SkillBot: Towards Automatic Skill Development via User Demonstration (N19-4)
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| Challenge: | Existing industrial PA products require software developers to build new skills via IDE tools. |
| Approach: | They propose a software that automatically develops a natural language understanding engine and implements the action without the need of coding. |
| Outcome: | The proposed system performs well on both benchmark and in-house datasets. |
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation (D19-1)
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| Challenge: | Existing approaches to multilingual word embeddings require a k-way dictionary. |
| Approach: | They propose a novel approach to simultaneously representing multiple languages in a common space by using a pairwise bilingual dictionary. |
| Outcome: | The proposed approach requires only pairwise bilingual dictionaries that are much easier to construct. |
A Locally Linear Procedure for Word Translation (2020.coling-main)
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| Challenge: | Existing methods to learn word embeddings of two languages are limited by the expressiveness of the translation model. |
| Approach: | They propose an algorithm that uses multiple orthogonal translation matrices to model the mapping and derive an algorithm to learn these multiple matric. |
| Outcome: | The proposed algorithm achieves better performance in bilingual and cross-lingual word translation tasks compared to the single matrix baseline. |
SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain (L18-1)
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| Challenge: | lexical simplification is the task of reducing lexically and/or structural complexity of texts. |
| Approach: | They propose to collect manual simplifications for 1,100 original sentences using a sentence-level corpus from the Public Administration domain. |
| Outcome: | The proposed corpus contains 1,100 original sentences with manual simplifications collected through a two-stage process. |
Linguistic Survey of India and Polyglotta Africana: Two Retrostandardized Digital Editions of Large Historical Collections of Multilingual Wordlists (2024.lrec-main)
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| Challenge: | Linguistic Survey of India and Polyglotta Africana are two of the largest historical collections of multilingual wordlists. |
| Approach: | They present a retro-standardized edition of the Linguistic Survey of India and the Polyglotta Africana, which are two of the largest historical collections of multilingual wordlists. |
| Outcome: | The LSI and PA are the largest historical collections of multilingual wordlists . but no editions in which the original data is presented in standardized form have been produced so far . |