no code implementations • Findings (EMNLP) 2021 • Denis Peskov, Viktor Hangya, Jordan Boyd-Graber, Alexander Fraser
He is associated with founding a company in the United States, so perhaps the German founder Carl Benz could stand in for Gates in those contexts.
2 code implementations • NeurIPS 2021 • Alexander Hoyle, Pranav Goel, Denis Peskov, Andrew Hian-Cheong, Jordan Boyd-Graber, Philip Resnik
To address the standardization gap, we systematically evaluate a dominant classical model and two state-of-the-art neural models on two commonly used datasets.
1 code implementation • NeurIPS 2021 • Alexander Hoyle, Pranav Goel, Andrew Hian-Cheong, Denis Peskov, Jordan Lee Boyd-Graber, Philip Resnik
To address the standardization gap, we systematically evaluate a dominant classical model and two state-of-the-art neural models on two commonly used datasets.
no code implementations • COLING 2020 • Dario Stojanovski, Benno Krojer, Denis Peskov, Alexander Fraser
Recent high scores on pronoun translation using context-aware neural machine translation have suggested that current approaches work well.
no code implementations • ACL 2020 • Denis Peskov, Benny Cheng, Ahmed Elgohary, Joe Barrow, Cristian Danescu-Niculescu-Mizil, Jordan Boyd-Graber
Trust is implicit in many online text conversations{---}striking up new friendships, or asking for tech support.
no code implementations • IJCNLP 2019 • Denis Peskov, Nancy Clarke, Jason Krone, Brigi Fodor, Yi Zhang, Adel Youssef, Mona Diab
With a total of over 81K dialogues harvested across six domains, MultiDoGO is over 8 times the size of MultiWOZ, the other largest comparable dialogue dataset currently available to the public.
no code implementations • IJCNLP 2019 • Elissa Redmiles, Lisa Maszkiewicz, Emily Hwang, Dhruv Kuchhal, Everest Liu, Miraida Morales, Denis Peskov, Sudha Rao, Rock Stevens, Kristina Gligori{\'c}, Sean Kross, Michelle Mazurek, Hal Daum{\'e} III
The readability of a digital text can influence people{'}s ability to learn new things about a range topics from digital resources (e. g., Wikipedia, WebMD).
no code implementations • IJCNLP 2019 • Ahmed Elgohary, Denis Peskov, Jordan Boyd-Graber
Question answering is an AI-complete problem, but existing datasets lack key elements of language understanding such as coreference and ellipsis resolution.
no code implementations • 8 Aug 2019 • Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, Jordan Boyd-Graber
We investigate and mitigate the effects of noise from Automatic Speech Recognition systems on two factoid Question Answering (QA) tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
no code implementations • SEMEVAL 2017 • Joe Barrow, Denis Peskov
After optimizing hyperparameters, we train the network on the multilingual semantic similarity task using pre-translated sentences.