Cristina Garbacea

According to our database, Cristina Garbacea authored at least 16 papers between 2014 and 2022.

Collaborative distances:

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

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

Why is constrained neural language generation particularly challenging?

Cristina Garbacea, Qiaozhu Mei

CoRR, 2022

Adapting Pre-trained Language Models to Low-Resource Text Simplification: The Path Matters.

Cristina Garbacea, Qiaozhu Mei

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics.

Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur P. Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou

CoRR, 2021

Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification.

Cristina Garbacea, Mengtian Guo, Samuel Carton, Qiaozhu Mei

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

2020

An Empirical Study on Explainable Prediction of Text Complexity: Preliminaries for Text Simplification.

Cristina Garbacea, Mengtian Guo, Samuel Carton, Qiaozhu Mei

CoRR, 2020

Neural Language Generation: Formulation, Methods, and Evaluation.

Cristina Garbacea, Qiaozhu Mei

CoRR, 2020

UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning.

Yunzhe Jiang, Cristina Garbacea, Qiaozhu Mei

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

2019

Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder.

Cristina Gârbacea, Aäron van den Oord, Yazhe Li, Felicia S. C. Lim, Alejandro Luebs, Oriol Vinyals, Thomas C. Walters

Proceedings of the IEEE International Conference on Acoustics, 2019

Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation.

Cristina Garbacea, Samuel Carton, Shiyan Yan, Qiaozhu Mei

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2017

A Systematic Analysis of Sentence Update Detection for Temporal Summarization.

Cristina Gârbacea, Evangelos Kanoulas

Proceedings of the Advances in Information Retrieval, 2017

2015

The University of Amsterdam (ILPS.UvA) at TREC 2015 Temporal Summarization Track.

Cristina Garbacea, Evangelos Kanoulas

Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Combining Multiple Signals for Semanticizing Tweets: University of Amsterdam at #Microposts2015.

Cristina Gârbacea, Daan Odijk, David Graus, Isaac Sijaranamual, Maarten de Rijke

Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference (WWW 2015), 2015

Supporting Exploration of Historical Perspectives Across Collections.

Daan Odijk, Cristina Gârbacea, Thomas Schoegje, Laura Hollink, Victor de Boer, Kees Ribbens, Jacco van Ossenbruggen

Proceedings of the Research and Advanced Technology for Digital Libraries, 2015

2014

Detecting the Reputation Polarity of Microblog Posts.

Cristina Gârbacea, Manos Tsagkias, Maarten de Rijke

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Feature Selection and Data Sampling Methods for Learning Reputation Dimensions.

Cristina Gârbacea, Manos Tsagkias, Maarten de Rijke

Proceedings of the Working Notes for CLEF 2014 Conference, 2014