Yi Tay

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

How Reliable are Model Diagnostics?

[BibT_eX]

[DOI]

Vamsi Aribandi

Donald Metzler

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Holistic Multi-Modal Memory Network for Movie Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections.

[BibT_eX]

[DOI]

CoRR, 2020

HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Choppy: Cut Transformer for Ranked List Truncation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Sparse Sinkhorn Attention.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Jacobian Adversarially Regularized Networks for Robustness.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients.

[BibT_eX]

[DOI]

Alvin Chan

Yew-Soon Ong

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Interactive Machine Comprehension with Information Seeking Agents.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Reverse Engineering Configurations of Neural Text Generation Models.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Neural architectures for natural language understanding

[BibT_eX]

[DOI]

PhD thesis, 2019

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Deep Learning Based Recommender System: A Survey and New Perspectives.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

Quaternion Knowledge Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Compositional De-Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Quaternion Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Quaternion Collaborative Filtering for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DeepRec: An Open-source Toolkit for Deep Learning based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Confusionset-guided Pointer Networks for Chinese Spelling Check.

[BibT_eX]

[DOI]

Dingmin Wang

Li Zhong

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Robust Representation Learning of Biomedical Names.

[BibT_eX]

[DOI]

Minh C. Phan

Aixin Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Holographic Factorization Machines for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Hyperbolic Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Next Item Recommendation with Self-Attention.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-range Reasoning for Machine Comprehension.

[BibT_eX]

[DOI]

CoRR, 2018

A Compare-Propagate Architecture with Alignment Factorization for Natural Language Inference.

[BibT_eX]

[DOI]

CoRR, 2018

Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Densely Connected Attention Propagation for Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Recurrently Controlled Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Cast Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-Pointer Co-Attention Networks for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Reasoning with Sarcasm by Reading In-Between.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Cross Temporal Recurrent Networks for Ranking Question Answer Pairs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture.

[BibT_eX]

[DOI]

CoRR, 2017

Enabling Efficient Question Answer Retrieval via Hyperbolic Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Translational Recommender Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding.

[BibT_eX]

[DOI]

Minh C. Phan

Aixin Sun

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Dyadic Memory Networks for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016.

[BibT_eX]

[DOI]