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Few-shot News Recommendation via Cross-lingual Transfer

28 July 2022

Papers citing "Few-shot News Recommendation via Cross-lingual Transfer"

20 / 20 papers shown

Title
Knowledge Graph Enhanced Language Agents for Recommendation Taicheng Guo Chaochun Liu Hai Wang Varun Mannam Fang Wang Xin Chen Xiangliang Zhang Chandan K. Reddy 121 2 0 28 Jan 2025
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavaš Heiko Paulheim 155 3 0 18 Jun 2024
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 61 63 0 13 Jun 2021
Zero-Shot Recommender Systems Hao Ding Yifei Ma Anoop Deoras Bernie Wang Hao Wang VLM 46 94 0 18 May 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application Chuhan Wu Fangzhao Wu Yang Yu Tao Qi Yongfeng Huang Qi Liu VLM 46 45 0 09 Feb 2021
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation Guangneng Hu Qiang Yang 59 4 0 12 Jan 2021
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 116 25 0 23 Oct 2020
Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation Wenhui Yu Xiao Lin Junfeng Ge Wenwu Ou Zheng Qin 49 41 0 28 Jun 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 86 153 0 11 Jun 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 104 1,030 0 21 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation Hoyeop Lee Jinbae Im Seongwon Jang Hyunsouk Cho Sehee Chung 45 365 0 31 Jul 2019
Neural News Recommendation with Attentive Multi-View Learning Chuhan Wu Fangzhao Wu Mingxiao An Jianqiang Huang Yongfeng Huang Xing Xie 49 278 0 12 Jul 2019
NPA: Neural News Recommendation with Personalized Attention Chuhan Wu Fangzhao Wu Mingxiao An Jianqiang Huang Yongfeng Huang Xing Xie AI4TS 63 323 0 12 Jul 2019
From Zero-Shot Learning to Cold-Start Recommendation Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang 40 149 0 20 Jun 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 107 2,748 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
News Session-Based Recommendations using Deep Neural Networks Gabriel de Souza P. Moreira F. Ferreira A. Cunha 54 81 0 31 Jul 2018
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages Benjamin Heinzerling Michael Strube 58 232 0 05 Oct 2017
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs Yury Malkov Dmitry A. Yashunin AI4TS 143 1,474 0 30 Mar 2016