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05/24/2023
Selectively Answering Ambiguous Questions
Trustworthy language models should abstain from answering questions when...
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05/23/2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders
Neural document rerankers are extremely effective in terms of accuracy. ...
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06/29/2021
Time-Aware Language Models as Temporal Knowledge Bases
Many facts come with an expiration date, from the name of the President ...
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06/02/2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
We present an instance-based nearest neighbor approach to entity linking...
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11/05/2020
Entity Linking in 100 Languages
We propose a new formulation for multilingual entity linking, where lang...
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09/23/2019
Learning Dense Representations for Entity Retrieval
We show that it is feasible to perform entity linking by training a dual...
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11/19/2018
End-to-End Retrieval in Continuous Space
Most text-based information retrieval (IR) systems index objects by word...
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10/09/2018