Chenyan Xiong
Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Information Retrieval and Search Behavior
Most-Cited Works
- → End-to-End Neural Ad-hoc Ranking with Kernel Pooling(2017)570 cited
- → Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding(2017)417 cited
- → Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search(2018)355 cited
- Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval(2021)
- → Text Classification Using Label Names Only: A Language Model Self-Training Approach(2020)203 cited
- → Understanding the Behaviors of BERT in Ranking(2019)146 cited
- → Few-Shot Generative Conversational Query Rewriting(2020)129 cited
- → COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining(2021)129 cited
- → Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs(2020)125 cited