Papers by Sagar Kumar
ELITR Multilingual Live Subtitling: Demo and Strategy (2021.eacl-demos)
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Ondřej Bojar, Dominik Macháček, Sangeet Sagar, Otakar Smrž, Jonáš Kratochvíl, Peter Polák, Ebrahim Ansari, Mohammad Mahmoudi, Rishu Kumar, Dario Franceschini, Chiara Canton, Ivan Simonini, Thai-Son Nguyen, Felix Schneider, Sebastian Stüker, Alex Waibel, Barry Haddow, Rico Sennrich, Philip Williams
| Challenge: | Using a prototype, we present an automatic speech translation system for live subtitling of conference speech . the system is routinely tested in recognizing English, Czech, and German speech - and presenting it simultaneously into 42 target languages. |
| Approach: | They propose an automatic speech translation system aimed at live subtitling of conference presentations. |
| Outcome: | The proposed system is a working prototype that is routinely tested in recognizing English, Czech, and German speech and presenting it translated simultaneously into 42 target languages. |
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark (2023.emnlp-main)
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| Challenge: | Existing benchmarks of social language are lacking for large language models. |
| Approach: | They propose a new benchmark that measures how well large language models understand social language by grouping 58 tasks into five categories: humor & sarcasm, offensiveness, sentiment & emotion, and trustworthiness. |
| Outcome: | The proposed model performs well at 58 tasks that are divided into five categories: humor & sarcasm, offensiveness, sentiment & emotion, and trustworthiness. |