Search Results for author:
Found 10 papers, 3 papers with code
QAnswer: Towards Question Answering Search over Websites
Question Answering (QA) is increasingly used by search engines to provide results to their end-users, yet very few websites currently use QA technologies for their search functionality.
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
In this work, we demonstrate that this strategy is sub-optimal for fine-tuning QA models, especially under a low QA annotation budget, which is a usual setting in practice due to the extractive QA labeling cost.
Wikidata as a seed for Web Extraction
On the other side, most of the information on the Web is not published in highly structured data repositories like Wikidata, but rather as unstructured and semi-structured content, more concretely in HTML pages containing text and tables.
An investigation of structures responsible for gender bias in BERT and DistilBERT
In this paper, we propose an empirical exploration of this problem by formalizing two questions: (1) Can we identify the neural mechanism(s) responsible for gender bias in BERT (and by extension DistilBERT)?
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms
Explainable AI (XAI) is an important developing area but remains relatively understudied for clustering.
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding
In this direction, document network embedding methods seem to be an ideal choice for building representations of the scientific literature.
Document Network Projection in Pretrained Word Embedding Space
We present Regularized Linear Embedding (RLE), a novel method that projects a collection of linked documents (e. g. citation network) into a pretrained word embedding space.
The Cluster Description Problem - Complexity Results, Formulations and Approximations
Since the descriptors/tags were not given to the clustering method, this is not a semi-supervised learning situation.
