Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
Published in ACL 2021, 2021
This paper is about regression-free model updates.
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Publications
Segatron: Segment-Aware Transformer for Language Modeling and Understanding
Published in AAAI 2021, 2021
This paper is about position embedding of Transformers.
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Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures.
Published in ICTIR 2020, 2020
This paper is about passage retrieval effiency-accuracy tradeoff.
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Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents.
Published in Preprint, 2020
This paper is about information extraction with BERT.
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Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering
Published in TheWebConf 2020, 2020
This paper is about detailed data augmenatation experiments.
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Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
Published in Arxiv, 2019
This paper is following work about BERTserini. Basically add data augmentation to get better BERT reader.
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End-to-End Open-Domain Question Answering with BERTserini
Published in NAACL 2019, demo track, 2019
This paper is about open domain question answering. Directly concat an Information Retriever (Anserini) with a BERT reader.
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