Search Results for author: Denis Peskov

Found 10 papers, 2 papers with code

Adapting Entities across Languages and Cultures

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.

Machine Translation Question Answering +1

Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence

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.

Topic Models

Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence

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.

Topic Models

ContraCAT: Contrastive Coreference Analytical Templates for Machine Translation

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.

Machine Translation NMT +1

It Takes Two to Lie: One to Lie, and One to Listen

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.

Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data

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.

Sentence

Can You Unpack That? Learning to Rewrite Questions-in-Context

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.

Question Answering

Mitigating Noisy Inputs for Question Answering

no code implementations8 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

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