Applications

Identifying Moments of Change from Longitudinal User Text ACL 2022 Idiosyncratic lingual articulation of American English /æ/ and /ɑ/ using network analysis Interspeech 2022 Improved Coresets for Euclidean k-Means NeurIPS 2022 Improving Personalized Explanation Generation through Visualization ACL 2022 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022 Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022 Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022 In the Eye of the Beholder: Robust Prediction with Causal User Modeling NeurIPS 2022 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022 It's Time for Artistic Correspondence in Music and Video CVPR 2022 Keyphrase Generation Beyond the Boundaries of Title and Abstract EMNLP 2022 Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search EMNLP 2022 Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence ICML 2022 Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022 Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022 Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback AISTATS 2022 Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance AAAI 2022 Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022 Linear Bandit Algorithms with Sublinear Time Complexity ICML 2022 Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022 Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets ICML 2022 Low-Pass Graph Convolutional Network for Recommendation AAAI 2022