Raphael Tang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 56

Top Topics

Speech Recognition

Keyword Spotting

Top Venues

Publications

Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Ture
"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time. CoRR (2024)
Yao Lu, Jiayi Wang, Raphael Tang, Sebastian Riedel, Pontus Stenetorp
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation. NAACL-HLT (2024)
Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, Desmond Elliott
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning. ACL (1) (2024)
Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. NAACL-HLT (2024)
Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, Desmond Elliott
Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning. CoRR (2024)
Raphael Tang, Xinyu Zhang, Lixinyu Xu, Yao Lu, Wenyan Li, Pontus Stenetorp, Jimmy Lin, Ferhan Ture
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation. CoRR (2024)
Wenyan Li, Xinyu Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, Desmond Elliott
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture. CoRR (2024)
Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Ture
"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time. SIGIR (2024)
Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Pontus Stenetorp, Jimmy Lin, Ferhan Ture
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. ACL (1) (2023)
Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, Jimmy Lin
"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. ACL (Findings) (2023)
Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. ACL (Findings) (2023)
Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations. CoRR (2023)
Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models. CoRR (2023)
Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. CoRR (2023)
Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. CoRR (2022)
Raphael Tang, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Jimmy Lin, Ferhan Ture
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. CoRR (2022)
Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin
Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. CoRR (2022)
Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. EMNLP (Industry Track) (2022)
Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin
Less is More: Parameter-Free Text Classification with Gzip. CoRR (2022)
Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin
Temporal Early Exiting for Streaming Speech Commands Recognition. ICASSP (2022)
Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin
Voice Query Auto Completion. EMNLP (1) (2021)
Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. ACL/IJCNLP (1) (2021)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. BlackboxNLP@EMNLP (2021)
Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. EACL (2021)
Raphael Tang, Rodrigo Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin
Rapidly Bootstrapping a Question Answering Dataset for COVID-19. CoRR (2020)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
Inserting Information Bottleneck for Attribution in Transformers. EMNLP (Findings) (2020)
Ashutosh Adhikari, Achyudh Ram, Raphael Tang, William L. Hamilton, Jimmy Lin
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT. RepL4NLP@ACL (2020)
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. CoRR (2020)
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. ACL (2020)
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin
Showing Your Work Doesn't Always Work. ACL (2020)
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin
Showing Your Work Doesn't Always Work. CoRR (2020)
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. SDP@EMNLP (2020)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
Inserting Information Bottlenecks for Attribution in Transformers. CoRR (2020)
Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking, Jofish Kaye, Jimmy Lin
Howl: A Deployed, Open-Source Wake Word Detection System. CoRR (2020)
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. CoRR (2020)
Yinan Zhang, Raphael Tang, Jimmy Lin
Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks. CoRR (2019)
Raphael Tang, Yao Lu, Jimmy Lin
Natural Language Generation for Effective Knowledge Distillation. DeepLo@EMNLP-IJCNLP (2019)
Ferhan Türe, Jinfeng Rao, Raphael Tang, Jimmy Lin
Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms. SIGIR (2019)
Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. EMNLP/IJCNLP (1) (2019)
Jaejun Lee, Raphael Tang, Jimmy Lin
Universal voice-enabled user interfaces using JavaScript. IUI Companion (2019)
Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks. CoRR (2019)
Jaejun Lee, Raphael Tang, Jimmy Lin
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning. CoRR (2019)
Jaejun Lee, Raphael Tang, Jimmy Lin
Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting. EMNLP/IJCNLP (3) (2019)
Raphael Tang, Ferhan Türe, Jimmy Lin
Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems. SIGIR (2019)
Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin
DocBERT: BERT for Document Classification. CoRR (2019)
Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin
Rethinking Complex Neural Network Architectures for Document Classification. NAACL-HLT (1) (2019)
Raphael Tang, Jimmy Lin
Deep Residual Learning for Small-Footprint Keyword Spotting. ICASSP (2018)
Raphael Tang, Weijie Wang, Zhucheng Tu, Jimmy Lin
An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. ICASSP (2018)
Raphael Tang, Gefei Yang, Hong Wei, Yajie Mao, Ferhan Türe, Jimmy Lin
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks. CoRR (2018)
Jaejun Lee, Raphael Tang, Jimmy Lin
JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. CoRR (2018)
Raphael Tang, Jimmy Lin
Adaptive Pruning of Neural Language Models for Mobile Devices. CoRR (2018)
Raphael Tang, Ashutosh Adhikari, Jimmy Lin
FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks. CoRR (2018)
Raphael Tang, Jimmy Lin
Progress and Tradeoffs in Neural Language Models. CoRR (2018)
Raphael Tang, Weijie Wang, Zhucheng Tu, Jimmy Lin
An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. CoRR (2017)
Raphael Tang, Jimmy Lin
Deep Residual Learning for Small-Footprint Keyword Spotting. CoRR (2017)
Raphael Tang, Jimmy Lin
Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. CoRR (2017)