4 citations · 6 across the 3 of their papers we have counts for
9 papers
ParsiNLU: A Suite of Language Understanding Challenges for Persian
Daniel Khashabi, Arman Cohan, Siamak Shakeri +22
Despite the progress made in recent years in addressing natural language understanding (NLU) challenges, the majority of this progress remains to be concentrated on resource-rich l…
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses
Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal +1
Empirical research in Natural Language Processing (NLP) has adopted a narrow set of principles for assessing hypotheses, relying mainly on p-value computation, which suffers from s…
On the Possibilities and Limitations of Multi-hop Reasoning Under Linguistic Imperfections
Daniel Khashabi, Erfan Sadeqi Azer, Tushar Khot +2
Systems for language understanding have become remarkably strong at overcoming linguistic imperfections in tasks involving phrase matching or simple reasoning. Yet, their accuracy…
A Practical Algorithm for Distributed Clustering and Outlier Detection
Jiecao Chen, Erfan Sadeqi Azer, Qin Zhang
We study the classic -means/median clustering, which are fundamental problems in unsupervised learning, in the setting where data are partitioned across multiple sites, and wher…
Periodicity in Data Streams with Wildcards
Funda Ergün, Elena Grigorescu, Erfan Sadeqi Azer +1
We investigate the problem of detecting periodic trends within a string of length , arriving in the streaming model, containing at most wildcard characters, where $k=o(n…
Longest Alignment with Edits in Data Streams
Elena Grigorescu, Erfan Sadeqi Azer, Samson Zhou
Analyzing patterns in data streams generated by network traffic, sensor networks, or satellite feeds is a challenge for systems in which the available storage is limited. In additi…