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08/23/2023
LLMRec: Benchmarking Large Language Models on Recommendation Task
Recently, the fast development of Large Language Models (LLMs) such as C...
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08/18/2023
Attention Calibration for Transformer-based Sequential Recommendation
Transformer-based sequential recommendation (SR) has been booming in rec...
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06/05/2023
Benchmarking Large Language Models on CMExam – A Comprehensive Chinese Medical Exam Dataset
Recent advancements in large language models (LLMs) have transformed the...
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02/28/2023
Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems
Existing research efforts for multi-interest candidate matching in recom...
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11/10/2022
Equivariant Contrastive Learning for Sequential Recommendation
Contrastive learning (CL) benefits the training of sequential recommenda...
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06/26/2022
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective
Accented speech recognition and accent classification are relatively und...
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05/23/2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection
The past ten years have witnessed the rapid development of text-based in...
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04/27/2022
Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training
Transformer-based models attain excellent results and generalize well wh...
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04/23/2022
Decoupled Side Information Fusion for Sequential Recommendation
Side information fusion for sequential recommendation (SR) aims to effec...
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08/18/2021
Joint Multiple Intent Detection and Slot Filling via Self-distillation
Intent detection and slot filling are two main tasks in natural language...
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12/20/2020
Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension
Recently, the attention-enhanced multi-layer encoder, such as Transforme...
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09/28/2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding
Spoken Language Understanding (SLU) is an essential part of the spoken d...
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07/15/2019
Low-supervision urgency detection and transfer in short crisis messages
Humanitarian disasters have been on the rise in recent years due to the ...
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04/16/2019