Ralph Weischedel

Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA

2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Our goal is to deliver a new task and leaderboard to stimulate research on question answering and pre-trained language models (PTLMs) to understand a significant instructional document, e.g., an introductory college textbook or a manual. …

Remember what you did so you know what to do next

2023 · arXiv (Cornell University)

We explore using a moderately sized large language model (GPT-J 6B parameters) to create a plan for a simulated robot to achieve 30 classes of goals in ScienceWorld, a text game simulator for elementary science …

Plan-and-Write: Towards Better Automatic Storytelling

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

Automatic storytelling is challenging since it requires generating long, coherent natural language to describes a sensible sequence of events. Despite considerable efforts on automatic story generation in the past, prior work either is restricted in …