Yi-An Lai

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All published works

Action	Title	Year	Authors
+ PDF Chat	RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration	2024	Youngmin Cho Raphael Shu Nilaksh Das Tamer Alkhouli Yi-An Lai Jason Cai Mahendra K. Sunkara Yi Zhang
+ PDF Chat	DeAL: Decoding-time Alignment for Large Language Models	2024	James Y. Huang Sailik Sengupta Daniele Bonadiman Yi-An Lai Arshit Gupta Νικόλαος Παππάς Saab Mansour Katrin Kirchoff Dan Roth
+	Backward Compatibility During Data Updates by Weight Interpolation	2023	Raphael Schumann Elman Mansimov Yi-An Lai Νικόλαος Παππάς Xibin Gao Yi Zhang
+	Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion	2023	Yi-An Lai Elman Mansimov Yuqing Xie Yi Zhang
+	Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion	2023	Yi-An Lai Elman Mansimov Yuqing Xie Yi Zhang
+ PDF Chat	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System	2022	Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang
+	Measuring and Reducing Model Update Regression in Structured Prediction for NLP	2022	Deng Cai Elman Mansimov Yi-An Lai Yixuan Su Lei Shu Yi Zhang
+	Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates	2021	Yuqing Xie Yi-An Lai Yuanjun Xiong Yi Zhang Stefano Soatto
+	Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates	2021	Yuqing Xie Yi-An Lai Yuanjun Xiong Yi Zhang Stefano Soatto
+	Efficient Domain Adaptation of Language Models via Adaptive Tokenization	2021	Vin Sachidananda Jason S. Kessler Yi-An Lai
+	Efficient Domain Adaptation of Language Models via Adaptive Tokenization	2021	Vin Sachidananda Jason S. Kessler Yi-An Lai
+	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System	2021	Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang
+	Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation.	2019	Yi-An Lai Arshit Gupta Yi Zhang
+	Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation	2019	Yi-An Lai Arshit Gupta Yi Zhang
+	Attribute-aware Collaborative Filtering: Survey and Classification	2018	Wen‐Hao Chen Chin-Chi Hsu Yi-An Lai Vincent Liu Mi-Yen Yeh Shou-De Lin

Common Coauthors

Coauthor	Papers Together
Elman Mansimov	6
Arshit Gupta	5
Yuqing Xie	4
Yi Zhang	3
Yixuan Su	3
Lei Shu	3
Yuanjun Xiong	2
Νικόλαος Παππάς	2
Yi Zhang	2
Jason S. Kessler	2
Vin Sachidananda	2
Deng Cai	2
Stefano Soatto	2
Yi Zhang	2
Raphael Shu	1
Tamer Alkhouli	1
Daniele Bonadiman	1
Youngmin Cho	1
Shou-De Lin	1
Yi Zhang	1
Yi Zhang	1
Yi Zhang	1
Wen‐Hao Chen	1
Vincent Liu	1
Saab Mansour	1
Jason Cai	1
Mi-Yen Yeh	1
Chin-Chi Hsu	1
Dan Roth	1
Katrin Kirchoff	1
Nilaksh Das	1
James Y. Huang	1
Mahendra K. Sunkara	1
Deng Cai	1
Raphael Schumann	1
Xibin Gao	1
Yi Zhang	1
Sailik Sengupta	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	5
+	Language Models are Few-Shot Learners	2020	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	4
+	GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018	Alex Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel Bowman	3
+ PDF Chat	Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence	2018	Arslan Chaudhry Puneet K. Dokania Thalaiyasingam Ajanthan Philip H. S. Torr	3
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	3
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	3
+	Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ	2017	Jason S. Kessler	3
+ PDF Chat	Towards Backward-Compatible Representation Learning	2020	Yantao Shen Yuanjun Xiong Wei Xia Stefano Soatto	3
+	ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	2020	Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning	3
+	Beyond Accuracy: Behavioral Testing of NLP Models with CheckList	2020	Marco Túlio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh	3
+	Efficient Intent Detection with Dual Sentence Encoders	2020	Iñigo Casanueva Tadas Temčinas Daniela Gerz Matthew Henderson Ivan Vulić	3
+	Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA	2020	Nina Poerner Ulli Waltinger Hinrich Schütze	2
+ PDF Chat	Positive-Congruent Training: Towards Regression-Free Model Updates	2021	Sijie Yan Yuanjun Xiong Kaustav Kundu Shuo Yang Siqi Deng Meng Wang Wei Xia Stefano Soatto	2
+	Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology.	2021	Valentin Hofmann Janet B. Pierrehumbert Hinrich Schütze	2
+	DagoBERT: Generating Derivational Morphology with a Pretrained Language Model	2020	Valentin Hofmann Janet B. Pierrehumbert Hinrich Schütze	2
+	Multi-Stage Pre-training for Low-Resource Domain Adaptation	2020	Rong Zhang Revanth Gangi Reddy Arafat Sultan Vittorio Castelli Anthony Ferritto Radu Florian Efsun Sarioglu Kayi Salim Roukos Avirup Sil Todd Ward	2
+ PDF Chat	Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering	2016	Ruining He Julian McAuley	2
+	Positive-Congruent Training: Towards Regression-Free Model Updates	2020	Sijie Yan Yuanjun Xiong Kaustav Kundu Shuo Yang Siqi Deng Meng Wang Wei Xia Stefano Soatto	2
+	LAMOL: LAnguage MOdeling for Lifelong Language Learning	2019	Fan-Keng Sun Cheng-Hao Ho Hung-yi Lee	2
+	Longformer: The Long-Document Transformer	2020	Iz Beltagy Matthew E. Peters Arman Cohan	2
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	2
+	S2ORC: The Semantic Scholar Open Research Corpus	2020	Kyle Lo Lucy Lu Wang Mark E Neumann Rodney Kinney Daniel S. Weld	2
+	Pretrained Language Models for Sequential Sentence Classification	2019	Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Dan Weld	2
+	Continual learning: A comparative study on how to defy forgetting in classification tasks.	2019	Matthias De Lange Rahaf Aljundi Marc Masana Sarah Parisot Jia Xu Aleš Leonardis Greg Slabaugh Tinne Tuytelaars	2
+	Probing Pretrained Language Models for Lexical Semantics	2020	Ivan Vulić Edoardo Maria Ponti Robert Litschko Goran Glavaš Anna Korhonen	2
+	Lifelong Language Knowledge Distillation	2020	Yung-Sung Chuang Shang‐Yu Su Yun-Nung Chen	2
+ PDF Chat	SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation	2017	Daniel Cer Mona Diab Eneko Agirre Iñigo López-Gazpio Lucia Specia	2
+ PDF Chat	A continual learning survey: Defying forgetting in classification tasks	2021	Matthias Delange Rahaf Aljundi Marc Masana Sarah Parisot Xu Jia Aleš Leonardis Greg Slabaugh Tinne Tuytelaars	2
+ PDF Chat	oLMpics-On What Language Model Pre-training Captures	2020	Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant	2
+	Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning	2020	Zeyuan Allen-Zhu Yuanzhi Li	2
+ PDF Chat	Neural Belief Tracker: Data-Driven Dialogue State Tracking	2017	Nikola Mrkšić Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson Steve Young	2
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	2
+	Energy and Policy Considerations for Deep Learning in NLP	2019	Emma Strubell Ananya Ganesh Andrew McCallum	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+ PDF Chat	BioBERT: a pre-trained biomedical language representation model for biomedical text mining	2019	Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang	2
+	A Network-based End-to-End Trainable Task-oriented Dialogue System	2017	Tsung-Hsien Wen David Vandyke Nikola Mrkšić Milica Gašić Lina M. Rojas Barahona Pei-Hao Su Stefan Ultes Steve Young	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	2
+	ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission	2019	Kexin Huang Jaan Altosaar Rajesh Ranganath	2
+	Lifelong Learning with Dynamically Expandable Networks	2017	Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang	2
+ PDF Chat	Neural Machine Translation of Rare Words with Subword Units	2016	Rico Sennrich Barry Haddow Alexandra Birch	2
+	SciBERT: A Pretrained Language Model for Scientific Text	2019	Iz Beltagy Kyle Lo Arman Cohan	2
+ PDF Chat	Neural Network Acceptability Judgments	2019	Alex Warstadt Amanpreet Singh Samuel R. Bowman	2
+	Perturbation Sensitivity Analysis to Detect Unintended Model Biases	2019	Vinodkumar Prabhakaran Ben Hutchinson Margaret Mitchell	2
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	2
+	LAMOL: LAnguage MOdeling for Lifelong Language Learning	2019	Fan-Keng Sun Cheng-Hao Ho Hung-yi Lee	2
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	2
+ PDF Chat	Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction	2018	Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi	2
+ PDF Chat	iCaRL: Incremental Classifier and Representation Learning	2017	Sylvestre-Alvise Rebuffi Alexander Kolesnikov Georg Sperl Christoph H. Lampert	2
+	Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks	2020	Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith	2