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04/04/2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
Multi-vector retrieval models such as ColBERT [Khattab and Zaharia, 2020...
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03/27/2023
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models
Pre-trained large language models have recently achieved ground-breaking...
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12/21/2022
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling?
Text-to-text generation models have increasingly become the go-to soluti...
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11/02/2022
Multi-Vector Retrieval as Sparse Alignment
Multi-vector retrieval models improve over single-vector dual encoders o...
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03/16/2022
Transforming Sequence Tagging Into A Seq2Seq Task
Pretrained, large, generative language models (LMs) have had great succe...
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08/10/2015
Feature-based Decipherment for Large Vocabulary Machine Translation
Orthographic similarities across languages provide a strong signal for p...
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04/14/2015
Automated Analysis and Prediction of Job Interview Performance
We present a computational framework for automatically quantifying verba...
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06/27/2012