Aug 1, 2021 · In this paper, we pro- pose a novel approach (REAL) to procedural text understanding, where we build a general framework to systematically model ...

This paper proposes a novel approach (REAL) to procedural text understanding, where a general framework is built to systematically model the entity-entity, ...

Aug 1, 2021 · Procedural text understanding aims at tracking the states (e.g., create, move, destroy) and locations of the entities mentioned in a given ...

Procedural text understanding aims at track- ing the states (e.g., create, move, destroy) and locations of the entities mentioned in a given paragraph.

However, in this work, we propose and investigate a variety of combinations, a deeper semantic representation (TRIPS) and named relations, in addition to a ...

May 18, 2023 · Procedural reasoning is the ability to track entities and understand their evolution given a sequence of actions (Tandon et al., 2020).

Reasoning over Entity-Action-Location Graph for Procedu- ral Text Understanding. In Proceedings of ACL 2021. Kiddon, C.; Ponnuraj, G. T.; Zettlemoyer, L ...

Reasoning over Entity-Action-Location Graph for Procedural Text Understanding. Hao Huang, Xiubo Geng, Jian Pei, Guodong Long and Daxin Jiang. ACL 2021 [pdf] ...

- Hardest decision is where the entity and location do not appear in the local context. Decisions over global entity is harder than global location.