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07/31/2023
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection
Neural ranking models (NRMs) have undergone significant development and ...
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05/16/2023
DLUE: Benchmarking Document Language Understanding
Understanding documents is central to many real-world tasks but remains ...
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05/03/2023
Understanding Differential Search Index for Text Retrieval
The Differentiable Search Index (DSI) is a novel information retrieval (...
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05/03/2023
Towards Imperceptible Document Manipulations against Neural Ranking Models
Adversarial attacks have gained traction in order to identify potential ...
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03/29/2022
End-to-End Transformer Based Model for Image Captioning
CNN-LSTM based architectures have played an important role in image capt...
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03/23/2022
ECO v1: Towards Event-Centric Opinion Mining
Events are considered as the fundamental building blocks of the world. M...
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09/16/2020
Simplified TinyBERT: Knowledge Distillation for Document Retrieval
Despite the effectiveness of utilizing BERT for document ranking, the co...
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08/20/2020
PARADE: Passage Representation Aggregation for Document Reranking
We present PARADE, an end-to-end Transformer-based model that considers ...
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06/10/2019
A Survey on Neural Machine Reading Comprehension
Enabling a machine to read and comprehend the natural language documents...
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05/20/2019
Image Captioning based on Deep Learning Methods: A Survey
Image captioning is a challenging task and attracting more and more atte...
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10/30/2018
