9 citations · 26 across the 18 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CL2021
Learning and Analyzing Generation Order for Undirected Sequence Models
Yichen Jiang, Mohit Bansal
Undirected neural sequence models have achieved performance competitive with the state-of-the-art directed sequence models that generate monotonically from left to right in machine…
cs.CL2021★ 2 cited
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks
Yichen Jiang, Mohit Bansal
Systematic compositionality is an essential mechanism in human language, allowing the recombination of known parts to create novel expressions. However, existing neural models have…
cs.CL2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
Yichen Jiang, Asli Celikyilmaz, Paul Smolensky +7
Abstractive summarization, the task of generating a concise summary of input documents, requires: (1) reasoning over the source document to determine the salient pieces of informat…