Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. - Raphael Tang; Jimmy Lin (CoRR, 2017)

Deep Residual Learning for Small-Footprint Keyword Spotting. - Raphael Tang; Jimmy Lin (ICASSP, 2018)

An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. - Raphael Tang; Weijie Wang; Zhucheng Tu; Jimmy Lin (ICASSP, 2018)

Adaptive Pruning of Neural Language Models for Mobile Devices. - Raphael Tang; Jimmy Lin (CoRR, 2018)

JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. - Jaejun Lee; Raphael Tang; Jimmy Lin (CoRR, 2018)

Progress and Tradeoffs in Neural Language Models. - Raphael Tang; Jimmy Lin (CoRR, 2018)

FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks. - Raphael Tang; Ashutosh Adhikari; Jimmy Lin (CoRR, 2018)

Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks. - Raphael Tang; Gefei Yang; Hong Wei; Yajie Mao; Ferhan Türe; Jimmy Lin (CoRR, 2018)

Natural Language Generation for Effective Knowledge Distillation. - Raphael Tang; Yao Lu; Jimmy Lin (DeepLo@EMNLP-IJCNLP, 2019)

Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting. - Jaejun Lee; Raphael Tang; Jimmy Lin (EMNLP/IJCNLP (3), 2019)

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. - Linqing Liu; Wei Yang 017; Jinfeng Rao; Raphael Tang; Jimmy Lin (EMNLP/IJCNLP (1), 2019)

Universal voice-enabled user interfaces using JavaScript. - Jaejun Lee; Raphael Tang; Jimmy Lin (IUI Companion, 2019)

Rethinking Complex Neural Network Architectures for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (NAACL-HLT (1), 2019)

Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems. - Raphael Tang; Ferhan Türe; Jimmy Lin (SIGIR, 2019)

Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms. - Ferhan Türe; Jinfeng Rao; Raphael Tang; Jimmy Lin (SIGIR, 2019)

Distilling Task-Specific Knowledge from BERT into Simple Neural Networks. - Raphael Tang; Yao Lu; Linqing Liu; Lili Mou; Olga Vechtomova; Jimmy Lin (CoRR, 2019)

DocBERT: BERT for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (CoRR, 2019)

Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks. - Yinan Zhang; Raphael Tang; Jimmy Lin (CoRR, 2019)

What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning. - Jaejun Lee; Raphael Tang; Jimmy Lin (CoRR, 2019)

Showing Your Work Doesn't Always Work. - Raphael Tang; Jaejun Lee; Ji Xin; Xinyu Liu; Yaoliang Yu; Jimmy Lin (ACL, 2020)

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. - Ji Xin; Raphael Tang; Jaejun Lee; Yaoliang Yu; Jimmy Lin (ACL, 2020)

Inserting Information Bottleneck for Attribution in Transformers. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (EMNLP (Findings), 2020)

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. - Edwin Zhang; Nikhil Gupta 009; Raphael Tang; Xiao Han; Ronak Pradeep; Kuang Lu; Yue Zhang 043; Rodrigo Nogueira 001; Kyunghyun Cho; Hui Fang 001; Jimmy Lin (SDP@EMNLP, 2020)

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; William L. Hamilton; Jimmy Lin (RepL4NLP@ACL, 2020)

Rapidly Bootstrapping a Question Answering Dataset for COVID-19. - Raphael Tang; Rodrigo Nogueira 001; Edwin Zhang; Nikhil Gupta 009; Phuong Cam; Kyunghyun Cho; Jimmy Lin (CoRR, 2020)

Howl: A Deployed, Open-Source Wake Word Detection System. - Raphael Tang; Jaejun Lee; Afsaneh Razi; Julia Cambre; Ian Bicking; Jofish Kaye; Jimmy Lin (CoRR, 2020)

Inserting Information Bottlenecks for Attribution in Transformers. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (CoRR, 2020)

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. - Ji Xin; Raphael Tang; Yaoliang Yu; Jimmy Lin (ACL/IJCNLP (1), 2021)

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. - Zhiying Jiang; Raphael Tang; Ji Xin; Jimmy Lin (BlackboxNLP@EMNLP, 2021)

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. - Ji Xin; Raphael Tang; Yaoliang Yu; Jimmy Lin (EACL, 2021)

Voice Query Auto Completion. - Raphael Tang; Karun Kumar; Kendra Chalkley; Ji Xin; Liming Zhang; Wenyan Li 001; Gefei Yang; Yajie Mao; Junho Shin; Geoffrey Craig Murray; Jimmy Lin (EMNLP (1), 2021)

SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. - Raphael Tang; Karun Kumar; Gefei Yang; Akshat Pandey; Yajie Mao; Vladislav Belyaev; Madhuri Emmadi; G. Craig Murray; Ferhan Ture; Jimmy Lin (EMNLP (Industry Track), 2022)

Temporal Early Exiting for Streaming Speech Commands Recognition. - Raphael Tang; Karun Kumar; Ji Xin; Piyush Vyas; Wenyan Li 001; Gefei Yang; Yajie Mao; G. Craig Murray; Jimmy Lin (ICASSP, 2022)

Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. - Ji Xin; Raphael Tang; Zhiying Jiang; Yaoliang Yu; Jimmy Lin (CoRR, 2022)

What the DAAM: Interpreting Stable Diffusion Using Cross Attention. - Raphael Tang; Akshat Pandey; Zhiying Jiang; Gefei Yang; Karun Kumar; Jimmy Lin; Ferhan Ture (CoRR, 2022)

Less is More: Parameter-Free Text Classification with Gzip. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Jimmy Lin (CoRR, 2022)

"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Yiqin Dai; Jimmy Lin (ACL (Findings), 2023)

What the DAAM: Interpreting Stable Diffusion Using Cross Attention. - Raphael Tang; Linqing Liu; Akshat Pandey; Zhiying Jiang; Gefei Yang; Karun Kumar; Pontus Stenetorp; Jimmy Lin; Ferhan Ture (ACL (1), 2023)

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. - Ji Xin; Raphael Tang; Zhiying Jiang; Yaoliang Yu; Jimmy Lin (ACL (Findings), 2023)

What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations. - Raphael Tang; Xinyu Zhang 018; Jimmy Lin; Ferhan Ture (CoRR, 2023)

Understanding Retrieval Robustness for Retrieval-augmented Image Captioning. - Wenyan Li 001; Jiaang Li 002; Rita Ramos; Raphael Tang; Desmond Elliott (ACL (1), 2024)

FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture. - Wenyan Li 001; Xinyu Zhang 018; Jiaang Li 002; Qiwei Peng 003; Raphael Tang; Li Zhou 010; Weijia Zhang 004; Guimin Hu; Yifei Yuan 002; Anders Søgaard; Daniel Hershcovich; Desmond Elliott (EMNLP, 2024)

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation. - Raphael Tang; Xinyu Zhang 018; Lixinyu Xu; Yao Lu; Wenyan Li 001; Pontus Stenetorp; Jimmy Lin; Ferhan Ture (EMNLP, 2024)

Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation. - Yao Lu; Jiayi Wang; Raphael Tang; Sebastian Riedel 001; Pontus Stenetorp (NAACL-HLT, 2024)

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. - Raphael Tang; Xinyu Zhang 018; Xueguang Ma; Jimmy Lin; Ferhan Ture (NAACL-HLT, 2024)

"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time. - Scott Rome; Tianwen Chen; Raphael Tang; Luwei Zhou; Ferhan Ture (SIGIR, 2024)

Multilingual Pretraining Using a Large Corpus Machine-Translated from a Single Source Language. - Jiayi Wang; Yao Lu; Maurice Weber; Max Ryabinin; Yihong Chen; Raphael Tang; Pontus Stenetorp (CoRR, 2024)

Rank-Without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models. - Crystina Zhang; Sebastian Hofstätter; Patrick Lewis 002; Raphael Tang; Jimmy Lin (ECIR (2), 2025)

Multilingual Language Model Pretraining using Machine-translated Data. - Jiayi Wang; Yao Lu; Maurice Weber; Max Ryabinin; David Ifeoluwa Adelani; Yihong Chen; Raphael Tang; Pontus Stenetorp (CoRR, 2025)