| Tracking the World State with Recurrent Entity Networks | Dec 12, 2016 | Procedural Text UnderstandingQuestion Answering | CodeCode Available | 2 | 5 |
| Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events | Apr 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Coalescing Global and Local Information for Procedural Text Understanding | Aug 26, 2022 | Procedural Text UnderstandingStructured Prediction | CodeCode Available | 0 | 5 |
| Order-Based Pre-training Strategies for Procedural Text Understanding | Apr 6, 2024 | Procedural Text Understanding | CodeCode Available | 0 | 5 |
| CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text | Oct 22, 2023 | Contrastive LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| Query-Reduction Networks for Question Answering | Jun 14, 2016 | Goal-Oriented DialogProcedural Text Understanding | CodeCode Available | 0 | 5 |
| Tracking Discrete and Continuous Entity State for Process Understanding | Apr 6, 2019 | Procedural Text Understanding | —Unverified | 0 | 0 |
| Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension | May 17, 2018 | Procedural Text Understanding | —Unverified | 0 | 0 |
| A Framework for Procedural Text Understanding | Jul 1, 2015 | Named Entity Recognition (NER)Procedural Text Understanding | —Unverified | 0 | 0 |
| "What's my model inside of?": Exploring the role of environments for grounded natural language understanding | Feb 4, 2024 | Natural Language UnderstandingProcedural Text Understanding | —Unverified | 0 | 0 |
| Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension | Oct 12, 2018 | Knowledge GraphsMachine Reading Comprehension | —Unverified | 0 | 0 |
| Knowledge-Aware Procedural Text Understanding with Multi-Stage Training | Sep 28, 2020 | Procedural Text Understanding | —Unverified | 0 | 0 |
| Knowledge-enhanced Agents for Interactive Text Games | May 8, 2023 | Instruction FollowingKnowledge Graphs | —Unverified | 0 | 0 |
| Procedural Text Understanding via Scene-Wise Evolution | Mar 15, 2022 | Procedural Text Understanding | —Unverified | 0 | 0 |
| Reasoning over Entity-Action-Location Graph for Procedural Text Understanding | Aug 1, 2021 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
