Author

Hongyin Luo

Observed name: Luo, Hongyin

Institutions: MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology

Observed institutions: Microsoft (United States), IBM (United States), University of California, Santa Barbara, National University of Singapore, State Key Laboratory of Intelligent Technology and Systems, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Tsinghua University

OpenAlex ID: A5024338348

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

2022 · Yung-Sung Chuang, Rumen Dangovski, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 174

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Online Learning of Interpretable Word Embeddings

2015 · Hongyin Luo, Zhiyuan Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 53

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Joint Audio and Speech Understanding

2023 · Yuan Gong, Alexander H. Liu, et al. · IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · 48

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Listen, Think, and Understand

2023 · Gong, Yuan, Luo, Hongyin, et al. · arXiv (Cornell University) · 43

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DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

2023 · Chuang, Yung-Sung, Xie, Yujia, et al. · arXiv (Cornell University) · 29

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RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

2024 · Chan, Chi-Min, Xu, Chunpu, et al. · arXiv (Cornell University) · 22

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Search Augmented Instruction Learning

2023 · Hongyin Luo, Tianhua Zhang, et al. · 20

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Mitigating Biases in Toxic Language Detection through Invariant Rationalization

2021 · Yung-Sung Chuang, Mingye Gao, et al. · 19

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DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks

2016 · Fu, Jie, Luo, Hongyin, et al. · arXiv (Cornell University) · 18

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Chain of Thought Prompt Tuning in Vision Language Models

2023 · Ge, Jiaxin, Luo, Hongyin, et al. · arXiv (Cornell University) · 12

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Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning

2023 · Hongyin Luo, James Glass · Conference of the European Chapter of the Association for Computational Linguistics · 12

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Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution

2018 · Hongyin Luo, Jim Glass · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 10

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Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains

2025 · Kun Li, Tianhua Zhang, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 9

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SAIL: Search-Augmented Instruction Learning

2023 · Luo, Hongyin, Chuang, Yung-Sung, et al. · arXiv (Cornell University) · 9

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Interpretable Unified Language Checking

2023 · Zhang, Tianhua, Luo, Hongyin, et al. · arXiv (Cornell University) · 9

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Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption

2020 · Hongyin Luo, Shang-Wen Li, et al. · Interspeech (USB) · 9

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Improving Neural Language Models by Segmenting, Attending, and Predicting the Future

2019 · Hongyin Luo, Lan Jiang, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 9

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Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers

2024 · Tianhua Zhang, Kun Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 8

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Distilling Reverse-Mode Automatic Differentiation (DrMAD) for Optimizing Hyperparameters of Deep Neural Networks

2016 · Jie Fu, Hongyin Luo, et al. · arXiv (Cornell University) · 7

Cooperative Self-training of Machine Reading Comprehension

2022 · Hongyin Luo, Shang-Wen Li, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 6

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Adaptive Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks

2017 · Luo, Hongyin, Fu, Jie, et al. · arXiv (Cornell University) · 6

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DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

2022 · Chuang, Yung-Sung, Dangovski, Rumen, et al. · arXiv (Cornell University) · 5

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Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks

2020 · Hongyin Luo, Shang-Wen Li, et al. · Clinical Natural Language Processing Workshop (ClinicalNLP) · 5

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HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

2024 · Chen, Zhaorun, Zhao, Zhuokai, et al. · arXiv (Cornell University) · 4