1 code implementation • 26 Aug 2022 • Tianyi Li, WenYu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan
Our system is the winner of track 1 of the LM-KBC challenge, based on BERT LM; it achieves 55. 0% F-1 score on the hidden test set of the challenge.
no code implementations • 17 Jan 2021 • Nikos Papasarantopoulos, Shay B. Cohen
Research on text generation from multimodal inputs has largely focused on static images, and less on video data.
no code implementations • IJCNLP 2019 • Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen
Multi-view learning algorithms are powerful representation learning tools, often exploited in the context of multimodal problems.
1 code implementation • ACL 2018 • Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang
Document modeling is essential to a variety of natural language understanding tasks.
1 code implementation • 14 Apr 2017 • Shashi Narayan, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata
Most extractive summarization methods focus on the main body of the document from which sentences need to be extracted.
no code implementations • EACL 2017 • Renars Liepins, Ulrich Germann, Guntis Barzdins, Alex Birch, ra, Steve Renals, Susanne Weber, Peggy van der Kreeft, Herv{\'e} Bourlard, Jo{\~a}o Prieto, Ond{\v{r}}ej Klejch, Peter Bell, Alex Lazaridis, ros, Alfonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed Ali, Mir, Sebasti{\~a}o a, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell
We present the first prototype of the SUMMA Platform: an integrated platform for multilingual media monitoring.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • 9 Aug 2016 • Nikos Papasarantopoulos, Helen Jiang, Shay B. Cohen
We describe a technique for structured prediction, based on canonical correlation analysis.