61 citations · 126 across the 20 of their papers we have counts for
62 papers · 1 filter
On Parsing as Tagging
Afra Amini, Ryan Cotterell
There have been many proposals to reduce constituency parsing to tagging in the literature. To better understand what these approaches have in common, we cast several existing prop…
A Bilingual Parallel Corpus with Discourse Annotations
Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma +3
Machine translation (MT) has almost achieved human parity at sentence-level translation. In response, the MT community has, in part, shifted its focus to document-level translation…
Equivariant Transduction through Invariant Alignment
Jennifer C. White, Ryan Cotterell
The ability to generalize compositionally is key to understanding the potentially infinite number of sentences that can be constructed in a human language from only a finite number…
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models
Karolina Stańczak, Edoardo Ponti, Lucas Torroba Hennigen +2
The success of multilingual pre-trained models is underpinned by their ability to learn representations shared by multiple languages even in absence of any explicit supervision. Ho…
A Plug-and-Play Method for Controlled Text Generation
Damian Pascual, Beni Egressy, Clara Meister +2
Large pre-trained language models have repeatedly shown their ability to produce fluent text. Yet even when starting from a prompt, generation can continue in many plausible direct…
Searching for More Efficient Dynamic Programs
Tim Vieira, Ryan Cotterell, Jason Eisner
Computational models of human language often involve combinatorial problems. For instance, a probabilistic parser may marginalize over exponentially many trees to make predictions.…