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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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03/22/2023
Salient Span Masking for Temporal Understanding
Salient Span Masking (SSM) has shown itself to be an effective strategy ...
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03/01/2023
DIFFQG: Generating Questions to Summarize Factual Changes
Identifying the difference between two versions of the same article is u...
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09/09/2021
Graph-Based Decoding for Task Oriented Semantic Parsing
The dominant paradigm for semantic parsing in recent years is to formula...
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06/29/2021