activity
20172024
most citedMaking Neural Programming Architectures Generalize via Recursion

95 citations · 96 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL2024

Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser

Jon Z. Cai, Kristin Wright-Bettner, Martha Palmer +2

This paper is dedicated to the design and evaluation of the first AMR parser tailored for clinical notes. Our objective was to facilitate the precise transformation of the clinical…

cs.CL2024

X-AMR Annotation Tool

Shafiuddin Rehan Ahmed, Jon Z. Cai, Martha Palmer +1

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

cs.CL2023

CAMRA: Copilot for AMR Annotation

Jon Z. Cai, Shafiuddin Rehan Ahmed, Julia Bonn +3

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 langua…

cs.CL2023★ 1 cited

Dependency Dialogue Acts -- Annotation Scheme and Case Study

Jon Z. Cai, Brendan King, Margaret Perkoff +9

In this paper, we introduce Dependency Dialogue Acts (DDA), a novel framework for capturing the structure of speaker-intentions in multi-party dialogues. DDA combines and adapts fe…

cs.HC2022

Human-guided Collaborative Problem Solving: A Natural Language based Framework

Harsha Kokel, Mayukh Das, Rakibul Islam +10

We consider the problem of human-machine collaborative problem solving as a planning task coupled with natural language communication. Our framework consists of three components --…

cs.LG2017★ 95 cited

Making Neural Programming Architectures Generalize via Recursion

Jonathon Cai, Richard Shin, Dawn Song

Empirically, neural networks that attempt to learn programs from data have exhibited poor generalizability. Moreover, it has traditionally been difficult to reason about the behavi…