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09/20/2023
Are Large Language Models Really Robust to Word-Level Perturbations?
The swift advancement in the scale and capabilities of Large Language Mo...
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05/15/2023
Soft Prompt Decoding for Multilingual Dense Retrieval
In this work, we explore a Multilingual Information Retrieval (MLIR) tas...
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02/26/2023
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval
In this paper, we introduce the approach behind our submission for the M...
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01/29/2023
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation
Benefiting from transformer-based pre-trained language models, neural ra...
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09/18/2021
Towards Joint Intent Detection and Slot Filling via Higher-order Attention
Intent detection (ID) and Slot filling (SF) are two major tasks in spoke...
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09/07/2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval
Pretrained contextualized representations offer great success for many d...
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08/26/2021
HAN: Higher-order Attention Network for Spoken Language Understanding
Spoken Language Understanding (SLU), including intent detection and slot...
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07/04/2021
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model
While Machine Comprehension (MC) has attracted extensive research intere...
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09/28/2020
