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05/24/2023
KNN-LM Does Not Improve Open-ended Text Generation
In this paper, we study the generation quality of interpolation-based re...
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10/25/2022
Influence Functions for Sequence Tagging Models
Many language tasks (e.g., Named Entity Recognition, Part-of-Speech tagg...
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07/16/2022
Certified Neural Network Watermarks with Randomized Smoothing
Watermarking is a commonly used strategy to protect creators' rights to ...
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05/06/2021
TABBIE: Pretrained Representations of Tabular Data
Existing work on tabular representation learning jointly models tables a...
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04/18/2021
RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks
Cross-Domain Detection (XDD) aims to train an object detector using labe...
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04/14/2021
IGA : An Intent-Guided Authoring Assistant
While large-scale pretrained language models have significantly improved...
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03/11/2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models
Recent studies indicate that NLU models are prone to rely on shortcut fe...
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06/05/2020
Black-box Explanation of Object Detectors via Saliency Maps
We propose D-RISE, a method for generating visual explanations for the p...
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03/30/2020
Cross-Domain Document Object Detection: Benchmark Suite and Method
Decomposing images of document pages into high-level semantic regions (e...
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11/19/2018
Explicit Bias Discovery in Visual Question Answering Models
Researchers have observed that Visual Question Answering (VQA) models te...
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04/17/2018
Learning to Color from Language
Automatic colorization is the process of adding color to greyscale image...
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03/30/2018
Class Subset Selection for Transfer Learning using Submodularity
In recent years, it is common practice to extract fully-connected layer ...
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11/16/2016
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives
Visual narrative is often a combination of explicit information and judi...
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01/30/2015