14 citations · 22 across the 8 of their papers we have counts for
8 papers
IntentGPT: Few-shot Intent Discovery with Large Language Models
Juan A. Rodriguez, Nicholas Botzer, David Vazquez +3
In today's digitally driven world, dialogue systems play a pivotal role in enhancing user interactions, from customer service to virtual assistants. In these dialogues, it is impor…
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification
Nicholas Botzer, David Vasquez, Tim Weninger +1
The ability to detect intent in dialogue systems has become increasingly important in modern technology. These systems often generate a large amount of unlabeled data, and manually…
Entity Graphs for Exploring Online Discourse
Nicholas Botzer, Tim Weninger
Vast amounts of human communication occurs online. These digital traces of natural human communication along with recent advances in natural language processing technology provide…
Truth Social Dataset
Patrick Gerard, Nicholas Botzer, Tim Weninger
Formally announced to the public following former President Donald Trump's bans and suspensions from mainstream social networks in early 2022 after his role in the January 6 Capito…
Posthoc Verification and the Fallibility of the Ground Truth
Yifan Ding, Nicholas Botzer, Tim Weninger
Classifiers commonly make use of pre-annotated datasets, wherein a model is evaluated by pre-defined metrics on a held-out test set typically made of human-annotated labels. Metric…
Reddit Entity Linking Dataset
Nicholas Botzer, Yifan Ding, Tim Weninger
We introduce and make publicly available an entity linking dataset from Reddit that contains 17,316 linked entities, each annotated by three human annotators and then grouped into…