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Liliang Ren

Towards Universal Dialogue State Tracking
2018 · Liliang Ren, Kaige Xie, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 140
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Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation
2019 · Liliang Ren, Jianmo Ni, et al. · 90
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HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction
2021 · Liliang Ren, Chenkai Sun, et al. · 16
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Cost-Sensitive Active Learning for Dialogue State Tracking
2018 · Kaige Xie, Cheng Chang, et al. · Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL) · 12
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A Simple Fix for Convolutional Neural Network via Coordinate Embedding
2020 · Ren, Liliang, Hao, Zhuonan · arXiv (Cornell University) · 6
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RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping
2019 · Ren, Liliang, Sun, Gen, et al. · arXiv (Cornell University) · 5
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Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation
2019 · Ren, Liliang, Ni, Jianmo, et al. · arXiv (Cornell University) · 2
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Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving
2026 · Fan, Ruchao, Wang, Yiming, et al. · arXiv (Cornell University)
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BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues
2026 · Association for Computational Linguistics 2026, Cordes, Ariel, et al. · Underline Science Inc.
Shuffle the Context: RoPE-Perturbed Self-Distillation for Long-Context Adaptation
2026 · Li, Zichong, Liang, Chen, et al. · arXiv (Cornell University)
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Rethinking Language Model Scaling under Transferable Hypersphere Optimization
2026 · Ren, Liliang, Liu, Yang, et al. · arXiv (Cornell University)
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GeoNorm: Unify Pre-Norm and Post-Norm with Geodesic Optimization
2026 · Zheng, Chuanyang, Sun, Jiankai, et al. · arXiv (Cornell University)
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BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues
2026 · Prashant Jayannavar, Liliang Ren, et al. · Computational Linguistics
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Dynamic sparsity: enabling efficient, interpretable and generalizable sequence models
2024 · Ren, Liliang · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)
Recurrent Soft Attention Model for Common Object Recognition
2017 · Ren, Liliang · arXiv (Cornell University)
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Works count: 17
Citation count: 271
H-index: 5
I10-index: 4
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