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04/17/2023
Tool Learning with Foundation Models
Humans possess an extraordinary ability to create and utilize tools, all...
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10/25/2022
Exploring Mode Connectivity for Pre-trained Language Models
Recent years have witnessed the prevalent application of pre-trained lan...
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10/24/2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning
Delta tuning (DET, also known as parameter-efficient tuning) is deemed a...
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05/28/2022
Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention
Traditional content-based tag recommender systems directly learn the ass...
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04/20/2022
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation
Recommending appropriate tags to items can facilitate content organizati...
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02/26/2022
QuoteR: A Benchmark of Quote Recommendation for Writing
It is very common to use quotations (quotes) to make our writings more e...
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01/06/2022
Deep Causal Reasoning for Recommendations
Traditional recommender systems aim to estimate a user's rating to an it...
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07/15/2021
Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation
In this paper, we propose a cross-modal variational auto-encoder (CMVAE)...
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05/28/2021