X-AMR Annotation Tool

1 code implementation • 29 Feb 2024 • Shafiuddin Rehan Ahmed, Jon Z. Cai, Martha Palmer, James H. Martin

This paper presents a novel Cross-document Abstract Meaning Representation (X-AMR) annotation tool designed for annotating key corpus-level event semantics.

CAMRA: Copilot for AMR Annotation

no code implementations • 18 Nov 2023 • Jon Z. Cai, Shafiuddin Rehan Ahmed, Julia Bonn, Kristin Wright-Bettner, Martha Palmer, James H. Martin

In this paper, we introduce CAMRA (Copilot for AMR Annotatations), a cutting-edge web-based tool designed for constructing Abstract Meaning Representation (AMR) from natural language text.

Dependency Dialogue Acts -- Annotation Scheme and Case Study

no code implementations • 25 Feb 2023 • Jon Z. Cai, Brendan King, Margaret Perkoff, Shiran Dudy, Jie Cao, Marie Grace, Natalia Wojarnik, Ananya Ganesh, James H. Martin, Martha Palmer, Marilyn Walker, Jeffrey Flanigan

DDA combines and adapts features from existing dialogue annotation frameworks, and emphasizes the multi-relational response structure of dialogues in addition to the dialogue acts and rhetorical relations.

Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification

1 code implementation • IJCNLP 2019 • Vivian Lai, Jon Z. Cai, Chenhao Tan

In this work, we systematically compare feature importance from built-in mechanisms in a model such as attention values and post-hoc methods that approximate model behavior such as LIME.

Feature Importance General Classification +2