research
∙
07/28/2023
Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues
State of the art models in intent induction require annotated datasets. ...
share
research
∙
06/23/2023
Stress Testing BERT Anaphora Resolution Models for Reaction Extraction in Chemical Patents
The high volume of published chemical patents and the importance of a ti...
research
∙
05/31/2023
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Multilingual image captioning has recently been tackled by training with...
research
∙
02/27/2023
Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers
The analysis of emotions expressed in text has numerous applications. In...
research
∙
02/16/2023
Retrieval-augmented Image Captioning
Inspired by retrieval-augmented language generation and pretrained Visio...
research
∙
10/20/2022
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research
Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field...
research
∙
09/30/2022
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation
Recent advances in image captioning have focused on scaling the data and...
research
∙
07/28/2022
Optimization of Artificial Neural Networks models applied to the identification of images of asteroids' resonant arguments
The asteroidal main belt is crossed by a web of mean-motion and secular ...
research
∙
01/22/2022
Question rewriting? Assessing its importance for conversational question answering
In conversational question answering, systems must correctly interpret t...
research
∙
02/25/2021
Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks
Deep neural network models have achieved state-of-the-art results in var...
research
∙
01/21/2021
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval
Our work aimed at experimentally assessing the benefits of model ensembl...
research
∙
10/01/2019
IDEAIS: Smart Voice Assistants to Improve Interaction with SDIs
A critical goal, is that organizations and citizens can easily access th...
research
∙
11/02/2018