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01/02/2023
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
We address the challenge of building domain-specific knowledge models fo...
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04/17/2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval
We address contextualized code retrieval, the search for code snippets h...
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02/11/2021
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning
We present a joint model for entity-level relation extraction from docum...
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05/15/2020
Neural Entity Linking on Technical Service Tickets
Entity linking, the task of mapping textual mentions to known entities, ...
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09/17/2019
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
We introduce SpERT, an attention model for span-based joint entity and r...
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08/15/2019
Hamming Sentence Embeddings for Information Retrieval
In retrieval applications, binary hashes are known to offer significant ...
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06/19/2019