Papers by Abhinav Kommula
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts (2024.eacl-long)
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| Challenge: | Recent work shows that explicit modeling entity states benefits LMs in procedural tasks. |
| Approach: | They propose a dataset where entities and attributes are fully canonicalized and additional entity salience annotations are added. |
| Outcome: | The proposed dataset outperforms existing models on question answering and classical planning tasks. |