1 citations · 1 across the 2 of their papers we have counts for
4 papers
Autoregressive Structured Prediction with Language Models
Tianyu Liu, Yuchen Jiang, Nicholas Monath +2
Recent years have seen a paradigm shift in NLP towards using pretrained language models ({PLM}) for a wide range of tasks. However, there are many difficult design decisions to rep…
Investigating the Role of Centering Theory in the Context of Neural Coreference Resolution Systems
Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan
Centering theory (CT; Grosz et al., 1995) provides a linguistic analysis of the structure of discourse. According to the theory, local coherence of discourse arises from the manner…
Exact Paired-Permutation Testing for Structured Test Statistics
Ran Zmigrod, Tim Vieira, Ryan Cotterell
Significance testing -- especially the paired-permutation test -- has played a vital role in developing NLP systems to provide confidence that the difference in performance between…
On Finding the -best Non-projective Dependency Trees
Ran Zmigrod, Tim Vieira, Ryan Cotterell
The connection between the maximum spanning tree in a directed graph and the best dependency tree of a sentence has been exploited by the NLP community. However, for many dependenc…