85 citations · 328 across the 26 of their papers we have counts for
28 papers
Strictly Breadth-First AMR Parsing
Chen Yu, Daniel Gildea
AMR parsing is the task that maps a sentence to an AMR semantic graph automatically. We focus on the breadth-first strategy of this task, which was proposed recently and achieved b…
Hierarchical Context Tagging for Utterance Rewriting
Lisa Jin, Linfeng Song, Lifeng Jin +2
Utterance rewriting aims to recover coreferences and omitted information from the latest turn of a multi-turn dialogue. Recently, methods that tag rather than linearly generate seq…
Latent Tree Decomposition Parsers for AMR-to-Text Generation
Lisa Jin, Daniel Gildea
Graph encoders in AMR-to-text generation models often rely on neighborhood convolutions or global vertex attention. While these approaches apply to general graphs, AMRs may be amen…
Tree Decomposition Attention for AMR-to-Text Generation
Lisa Jin, Daniel Gildea
Text generation from AMR requires mapping a semantic graph to a string that it annotates. Transformer-based graph encoders, however, poorly capture vertex dependencies that may ben…
AWLCO: All-Window Length Co-Occurrence
Joshua Sobel, Noah Bertram, Chen Ding +2
Analyzing patterns in a sequence of events has applications in text analysis, computer programming, and genomics research. In this paper, we consider the all-window-length analysis…
Tensors over Semirings for Latent-Variable Weighted Logic Programs
Esma Balkir, Daniel Gildea, Shay Cohen
Semiring parsing is an elegant framework for describing parsers by using semiring weighted logic programs. In this paper we present a generalization of this concept: latent-variabl…