Papers with Language technologies
TEASPN: Framework and Protocol for Integrated Writing Assistance Environments (D19-3)
Copied to clipboard
| Challenge: | TEASPN is an open-source protocol for integrated writing assistance environments . authors propose that developers and researchers can integrate the latest developments in natural language processing with low cost. |
| Approach: | They propose a protocol and framework for integrating writing aids with writing software. |
| Outcome: | The proposed protocol standardizes the way writing software communicates with servers that implement such technologies, allowing developers and researchers to integrate the latest developments in natural language processing (NLP) with low cost. |
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations (2024.naacl-long)
Copied to clipboard
Wenting Zhao, Justin Chiu, Jena Hwang, Faeze Brahman, Jack Hessel, Sanjiban Choudhury, Yejin Choi, Xiang Li, Alane Suhr
| Challenge: | Existing work evaluating commonsense reasoning focuses on making inferences about common, everyday situations. |
| Approach: | They propose to use an English language corpus to investigate commonsense reasoning . they characterize performance differences between human explainers and best-performing large language models . |
| Outcome: | The proposed method reduces the loss rate of human-written explanations on commonsense reasoning compared with the vanilla supervised fine-tuning approach . |
The State and Fate of Linguistic Diversity and Inclusion in the NLP World (2020.acl-main)
Copied to clipboard
| Challenge: | a small number of the over 7000 languages of the world are represented in the rapidly evolving language technologies and applications. |
| Approach: | They examine the relationship between types of languages, resources, and their representation in NLP conferences to understand the trajectory that different languages have followed over time. |
| Outcome: | The proposed model will help to bridge the gap between languages and their resources and convince the ACL community to prioritise the resolution of the predicaments highlighted. |