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Publication
2023-09-18
Reciprocal Sequential Recommendation
RecSys 2023
论文详情
2023-09-18
Alleviating the Long-Tail Problem in Conversational Recommender Systems
RecSys 2023
论文详情
2023-09-18
Generative Next-Basket Recommendation
RecSys 2023 Short Paper
论文详情
2023-09-18
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers
ECML-PKDD 2023
论文详情
2023-08-19
Diffusion Models for Non-autoregressive Text Generation: A Survey
IJCAI 2023 Survey Track
论文详情
2023-08-06
Improving Conversational Recommendation Systems via Counterfactual Data Simulation
KDD 2023
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2023-08-06
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
KDD 2023 Applied Data Science Track
论文详情
2023-07-23
EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction
SIGIR 2023
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2023-07-23
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems
SIGIR 2023 Resource Paper
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2023-07-09
Learning to Imagine: Visually-Augmented Natural Language Generation
ACL 2023
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2023-07-09
TOME: A Two-stage Approach for Model-based Retrieval
ACL 2023
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2023-07-09
Visually-augmented pretrained language models for NLP tasks without images
ACL 2023
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2023-07-09
Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization
ACL 2023
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2023-07-09
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Findings of ACL 2023
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2023-07-09
The Web Can Be Your Oyster for Improving Language Models
Findings of ACL 2023
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2023-07-09
Zero-shot Visual Question Answering with Language Model Feedback
Findings of ACL 2023
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2023-04-30
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders
WWW 2023
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2023-04-14
Towards Efficient and Effective Transformers for Sequential Recommendation
DASFAA 2023
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2023-04-08
Enhancing Multi-View Smoothness for Sequential Recommendation Models
TOIS 2023
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2023-03-01
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
ICLR 2023
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2023-02-27
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation
WSDM 2023
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2023-01-10
Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation
TOIS 2022
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2022-12-21
A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms
TOIS 2022
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2022-12-07
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
EMNLP 2022
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2022-12-07
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
EMNLP 2022
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2022-12-07
TextBox 2.0: A Text Generation Library with Pre-trained Language Models
EMNLP Demo 2022
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2022-11-28
Privacy-Preserved Neural Graph Similarity Learning
ICDM 2022
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2022-11-23
Complex Knowledge Base Question Answering: A Survey
TKDE
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2022-10-17
Temporal Contrastive Pre-Training for Sequential Recommendation
CIKM 2022
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2022-10-17
RecBole 2.0: Towards a More Up-to-Date Recommendation Library
CIKM 2022 Resource paper
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2022-10-17
A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation
CIKM 2022 Applied Research Track
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2022-10-17
Multimodal Meta-Learning for Cold-Start Sequential Recommendation
CIKM 2022 Applied Research Track
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2022-10-12
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
COLING 2022
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2022-10-12
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models
COLING 2022
论文详情
2022-09-18
Modeling Two-Way Selection Preference for Person-Job Fit
RecSys 2022
论文详情
2022-08-14
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
KDD 2022
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2022-08-14
Towards Universal Sequence Representation Learning for Recommender Systems
KDD 2022
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2022-08-14
Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation
KDD 2022 Applied Data Science Track
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2022-08-14
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding
KDD 2022 Applied Data Science Track
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2022-07-23
A Survey of Vision-Language Pre-Trained Models
IJCAI 2022 Survey Track
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2022-07-11
Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation
SIGIR 2022
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2022-07-11
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering
SIGIR 2022
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2022-07-11
Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator
SIGIR 2022
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2022-07-11
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
SIGIR 2022, Short paper
论文详情
2022-07-10
Learning to Transfer Prompts for Text Generation
NAACL 2022
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2022-07-10
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
NAACL 2022
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2022-07-10
Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
Findings of NAACL 2022
论文详情
2022-05-22
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network
ACL 2022
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2022-05-22
Debiased Contrastive Learning of Unsupervised Sentence Representations
ACL 2022
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2022-04-28
Neural Graph Matching for Pre-training Graph Neural Networks
SDM 2022
论文详情
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