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20002026
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations

Showing cs.IRShow all

36 papers · 1 filter

cs.IR2023★ 3 cited

Replicating Relevance-Ranked Synonym Discovery in a New Language and Domain

Andrew Yates, Michael Unterkalmsteiner

Domain-specific synonyms occur in many specialized search tasks, such as when searching medical documents, legal documents, and software engineering artifacts. We replicate prior w…

cs.IR2022★ 5 cited

Answering Count Questions with Structured Answers from Text

Shrestha Ghosh, Simon Razniewski, Gerhard Weikum

In this work we address the challenging case of answering count queries in web search, such as ``number of songs by John Lennon''. Prior methods merely answer these with a single,…

cs.IR2022★ 5 cited

Answering Count Queries with Explanatory Evidence

Shrestha Ghosh, Simon Razniewski, Gerhard Weikum

A challenging case in web search and question answering are count queries, such as \textit{"number of songs by John Lennon"}. Prior methods merely answer these with a single, and s…

cs.IR2021★ 1 cited

Law Smells: Defining and Detecting Problematic Patterns in Legal Drafting

Corinna Coupette, Dirk Hartung, Janis Beckedorf +2

Building on the computer science concept of code smells, we initiate the study of law smells, i.e., patterns in legal texts that pose threats to the comprehensibility and maintaina…

cs.IR2021★ 76 cited

Complex Temporal Question Answering on Knowledge Graphs

Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy +1

Question answering over knowledge graphs (KG-QA) is a vital topic in IR. Questions with temporal intent are a special class of practical importance, but have not received much atte…

cs.IR2021

You Get What You Chat: Using Conversations to Personalize Search-based Recommendations

Ghazaleh Haratinezhad Torbati, Andrew Yates, Gerhard Weikum

Prior work on personalized recommendations has focused on exploiting explicit signals from user-specific queries, clicks, likes, and ratings. This paper investigates tapping into a…