Sanja Stajner

According to our database, Sanja Stajner authored at least 58 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline.

Matthew Shardlow, Fernando Alva-Manchego, Riza Batista-Navarro, Stefan Bott, Saúl Calderón Ramírez, Rémi Cardon, Thomas François, Akio Hayakawa, Andrea Horbach, Anna Hülsing, Yusuke Ide, Joseph Marvin Imperial, Adam Nohejl, Kai North, Laura Occhipinti, Nelson Perez-Rojas, Nishat Raihan, Tharindu Ranasinghe, Martin Solis-Salazar, Sanja Stajner, Marcos Zampieri, Horacio Saggion

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

2023

Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification.

Horacio Saggion, Sanja Stajner, Daniel Ferrés, Kim Cheng Sheang, Matthew Shardlow, Kai North, Marcos Zampieri

CoRR, 2023

LeSS: A Computationally-Light Lexical Simplifier for Spanish.

Sanja Stajner, Daniel Ibanez, Horacio Saggion

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

2022

Lexical simplification benchmarks for English, Portuguese, and Spanish.

Sanja Stajner, Daniel Ferrés, Matthew Shardlow, Kai North, Marcos Zampieri, Horacio Saggion

Frontiers Artif. Intell., 2022

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.

Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou

CoRR, 2022

Sentence Simplification Capabilities of Transfer-Based Models.

Sanja Stajner, Kim Cheng Sheang, Horacio Saggion

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

How to Obtain Reliable Labels for MBTI Classification from Texts?

Sanja Stajner, Seren Yenikent

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Exploring Reliability of Gold Labels for Emotion Detection in Twitter.

Sanja Stajner

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Why Is MBTI Personality Detection from Texts a Difficult Task?

Sanja Stajner, Seren Yenikent

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Five Psycholinguistic Characteristics for Better Interaction with Users.

Sanja Stajner, Seren Yenikent, Marc Franco-Salvador

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts.

Sanja Stajner, Seren Yenikent, Bilal Ghanem, Marc Franco-Salvador

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automatic Text Simplification for Social Good: Progress and Challenges.

Sanja Stajner

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Explaining Financial Uncertainty through Specialized Word Embeddings.

Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt

Trans. Data Sci., 2020

Benchmarking Automatic Detection of Psycholinguistic Characteristics for Better Human-Computer Interaction.

Sanja Stajner, Seren Yenikent, Marc Franco-Salvador

CoRR, 2020

CoCo: A Tool for Automatically Assessing Conceptual Complexity of Texts.

Sanja Stajner, Sergiu Nisioi, Ioana Hulpus

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

When Shallow is Good Enough: Automatic Assessment of Conceptual Text Complexity using Shallow Semantic Features.

Sanja Stajner, Ioana Hulpus

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Is Simple English Wikipedia As Simple And Easy-to-Understand As We Expect It To Be?

Sanja Stajner, Sergiu Nisioi, Daniel Ibanez

Proceedings of the DSAI 2020: 9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2020

A Survey of Automatic Personality Detection from Texts.

Sanja Stajner, Seren Yenikent

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Improving lexical coverage of text simplification systems for Spanish.

Sanja Stajner, Horacio Saggion, Simone Paolo Ponzetto

Expert Syst. Appl., 2019

SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations.

Angelo Basile, Marc Franco-Salvador, Neha Pawar, Sanja Stajner, Mara Chinea-Rios, Yassine Benajiba

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Automated Text Simplification as a Preprocessing Step for Machine Translation into an Under-resourced Language.

Sanja Stajner, Maja Popovic

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

A Spreading Activation Framework for Tracking Conceptual Complexity of Texts.

Ioana Hulpus, Sanja Stajner, Heiner Stuckenschmidt

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A Detailed Evaluation of Neural Sequence-to-Sequence Models for In-domain and Cross-domain Text Simplification.

Sanja Stajner, Sergiu Nisioi

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

CATS: A Tool for Customized Alignment of Text Simplification Corpora.

Sanja Stajner, Marc Franco-Salvador, Paolo Rosso, Simone Paolo Ponzetto

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Data-Driven Text Simplification.

Sanja Stajner, Horacio Saggion

Proceedings of the COLING 2018, 2018

Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs.

Sanja Stajner, Ioana Hulpus

Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Report on the Complex Word Identification Shared Task 2018.

Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo Paetzold, Lucia Specia, Sanja Stajner, Anaïs Tack, Marcos Zampieri

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

Word Embeddings-Based Uncertainty Detection in Financial Disclosures.

Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt

Proceedings of the First Workshop on Economics and Natural Language Processing, 2018

2017

Leveraging event-based semantics for automated text simplification.

Sanja Stajner, Goran Glavas

Expert Syst. Appl., 2017

Domain Adaptation for Automatic Detection of Speculative Sentences.

Sanja Stajner, Goran Glavas, Simone Paolo Ponzetto, Heiner Stuckenschmidt

Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

Multilingual and Cross-Lingual Complex Word Identification.

Seid Muhie Yimam, Sanja Stajner, Martin Riedl, Chris Biemann

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups.

Seid Muhie Yimam, Sanja Stajner, Martin Riedl, Chris Biemann

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Automatic Assessment of Absolute Sentence Complexity.

Sanja Stajner, Simone Paolo Ponzetto, Heiner Stuckenschmidt

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Automatic Detection of Uncertain Statements in the Financial Domain.

Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt, Simone Paolo Ponzetto

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Effects of Lexical Properties on Viewing Time per Word in Autistic and Neurotypical Readers.

Sanja Stajner, Victoria Yaneva, Ruslan Mitkov, Simone Paolo Ponzetto

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

Sentence Alignment Methods for Improving Text Simplification Systems.

Sanja Stajner, Marc Franco-Salvador, Simone Paolo Ponzetto, Paolo Rosso, Heiner Stuckenschmidt

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Exploring Neural Text Simplification Models.

Sergiu Nisioi, Sanja Stajner, Simone Paolo Ponzetto, Liviu P. Dinu

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Domain-Specific Hybrid Machine Translation from English to Portuguese.

João António Rodrigues, Luís Gomes, Steven Neale, Andreia Querido, Nuno Rendeiro, Sanja Stajner, João Ricardo Silva, António Branco

Proceedings of the Computational Processing of the Portuguese Language, 2016

Use of Domain-Specific Language Resources in Machine Translation.

Sanja Stajner, Andreia Querido, Nuno Rendeiro, João António Rodrigues, António Branco

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Bootstrapping a Hybrid MT System to a New Language Pair.

João António Rodrigues, Nuno Rendeiro, Andreia Querido, Sanja Stajner, António Branco

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Can Text Simplification Help Machine Translation?

Sanja Stajner, Maja Popovic

Proceedings of the 19th Annual Conference of the European Association for Machine Translation, 2016

2015

Making It Simplext: Implementation and Evaluation of a Text Simplification System for Spanish.

Horacio Saggion, Sanja Stajner, Stefan Bott, Simon Mille, Luz Rello, Biljana Drndarevic

ACM Trans. Access. Comput., 2015

Translating from Original to Simplified Sentences using Moses: When does it Actually Work?

Sanja Stajner, Horacio Saggion

Proceedings of the Recent Advances in Natural Language Processing, 2015

Automatic Text Simplification for Spanish: Comparative Evaluation of Various Simplification Strategies.

Sanja Stajner, Iacer Calixto, Horacio Saggion

Proceedings of the Recent Advances in Natural Language Processing, 2015

A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation.

Sanja Stajner, Hanna Béchara, Horacio Saggion

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Simplifying Lexical Simplification: Do We Need Simplified Corpora?

Goran Glavas, Sanja Stajner

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Machine Translation for Multilingual Troubleshooting in the IT Domain: A Comparison of Different Strategies.

Sanja Stajner, João Rodrigues, Luís Gomes, António Branco

Proceedings of the 1st Deep Machine Translation Workshop, 2015

2014

Translating sentences from 'original' to 'simplified' Spanish.

Sanja Stajner

Proces. del Leng. Natural, 2014

One Step Closer to Automatic Evaluation of Text Simplification Systems.

Sanja Stajner, Ruslan Mitkov, Horacio Saggion

Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations, 2014

2013

Adapting Text Simplification Decisions to Different Text Genres and Target Users.

Sanja Stajner, Horacio Saggion

Proces. del Leng. Natural, 2013

Eliminación de frases y decisiones de división basadas en corpus para simplificación de textos en español.

Sanja Stajner, Biljana Drndarevic, Horacio Saggion

Computación y Sistemas, 2013

Stylistic Changes for Temporal Text Classification.

Sanja Stajner, Marcos Zampieri

Proceedings of the Text, Speech, and Dialogue - 16th International Conference, 2013

Can Statistical Tests Be Used for Feature Selection in Diachronic Text Classification?

Sanja Stajner, Richard Evans

Proceedings of the Statistical Language and Speech Processing, 2013

Event-Centered Simplification of News Stories.

Goran Glavas, Sanja Stajner

Proceedings of the Recent Advances in Natural Language Processing, 2013

Readability Indices for Automatic Evaluation of Text Simplification Systems: A Feasibility Study for Spanish.

Sanja Stajner, Horacio Saggion

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Automatic Text Simplification in Spanish: A Comparative Evaluation of Complementing Modules.

Biljana Drndarevic, Sanja Stajner, Stefan Bott, Susana Bautista, Horacio Saggion

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012

Diachronic Changes in Text Complexity in 20th Century English Language: An NLP Approach.

Sanja Stajner, Ruslan Mitkov

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011

Towards a Better Exploitation of the Brown 'Family' Corpora in Diachronic Studies of British and American English Language Varieties.

Sanja Stajner

Proceedings of the Student Research Workshop associated with The 8th International Conference on Recent Advances in Natural Language Processing, 2011