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kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval



Ahmed El-Kishky , Thomas Markovich , Kenny Leung , Frank Portman , Aria Haghighi , Ying Xiao


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CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification



Vivek Kulkarni , Kenny Leung , Aria Haghighi

* 12 pages. 1 figure. NAACL Industry Track 

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Learning Stance Embeddings from Signed Social Graphs



John Pougué-Biyong , Akshay Gupta , Aria Haghighi , Ahmed El-Kishky


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LMSOC: An Approach for Socially Sensitive Pretraining



Vivek Kulkarni , Shubhanshu Mishra , Aria Haghighi

* Camera ready version. Accepted to EMNLP 2021 Findings. Code for reproducing the experiments can be found at: https://github.com/twitter-research/lmsoc 

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Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction



Shubhanshu Mishra , Aria Haghighi

* Camera ready version. Accepted to WNUT 2021. Code for reproducing the experiments can be found at: https://github.com/twitter-research/multilingual-alignment-tpp 

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