21 citations · 30 across the 6 of their papers we have counts for
6 papers
SpannerLib: Embedding Declarative Information Extraction in an Imperative Workflow
Dean Light, Ahmad Aiashy, Mahmoud Diab +3
Document spanners have been proposed as a formal framework for declarative Information Extraction (IE) from text, following IE products from the industry and academia. Over the pas…
Finding Convincing Views to Endorse a Claim
Shunit Agmon, Amir Gilad, Brit Youngmann +2
Recent studies investigated the challenge of assessing the strength of a given claim extracted from a dataset, particularly the claim's potential of being misleading and cherry-pic…
Selecting Walk Schemes for Database Embedding
Yuval Lev Lubarsky, Jan Tönshoff, Martin Grohe +1
Machinery for data analysis often requires a numeric representation of the input. Towards that, a common practice is to embed components of structured data into a high-dimensional…
Accelerating the Global Aggregation of Local Explanations
Alon Mor, Yonatan Belinkov, Benny Kimelfeld
Local explanation methods highlight the input tokens that have a considerable impact on the outcome of classifying the document at hand. For example, the Anchor algorithm applies a…
The Shapley Value in Database Management
Leopoldo Bertossi, Benny Kimelfeld, Ester Livshits +1
Attribution scores can be applied in data management to quantify the contribution of individual items to conclusions from the data, as part of the explanation of what led to these…
Efficient Computation of Quantiles over Joins
Nikolaos Tziavelis, Nofar Carmeli, Wolfgang Gatterbauer +2
We present efficient algorithms for Quantile Join Queries, abbreviated as %JQ. A %JQ asks for the answer at a specified relative position (e.g., 50% for the median) under some orde…