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Career

· Research Scientist, Google

Publications (53)

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
International Conference on Learning Representations · 2023
292
cited
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
North American Chapter of the Association for Computational Linguistics · 2022
257
cited
Listen, Think, and Understand
International Conference on Learning Representations · 2023
223
cited
Joint Audio and Speech Understanding
Automatic Speech Recognition & Understanding · 2023
118
cited
Online Learning of Interpretable Word Embeddings
Conference on Empirical Methods in Natural Language Processing · 2015
55
cited
Dynamic RRT: Fast Feasible Path Planning in Randomly Distributed Obstacle Environments
Journal of Intelligent and Robotic Systems · 2023
45
cited
SAIL: Search-Augmented Instruction Learning
Conference on Empirical Methods in Natural Language Processing · 2023
36
cited
Chain of Thought Prompt Tuning in Vision Language Models
2023
35
cited
Interpretable Unified Language Checking
arXiv.org · 2023
31
cited
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks
International Joint Conference on Artificial Intelligence · 2016
29
cited
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
NAACL-HLT · 2023
24
cited
Mitigating Biases in Toxic Language Detection through Invariant Rationalization
WOAH · 2021
19
cited
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
International Conference on Learning Representations · 2024
19
cited
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
Conference on Empirical Methods in Natural Language Processing · 2024
18
cited
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future
Annual Meeting of the Association for Computational Linguistics · 2019
14
cited
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
arXiv.org · 2024
13
cited
Cooperative Self-training of Machine Reading Comprehension
North American Chapter of the Association for Computational Linguistics · 2021
12
cited
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning
Conference of the European Chapter of the Association for Computational Linguistics · 2023
11
cited
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks
Clinical Natural Language Processing Workshop · 2020
10
cited
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption
Interspeech · 2020
10
cited
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Hongyin Luo | Researcher Profile | Sotabase | Sotabase