Linzi Xing

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All published works

Action	Title	Year	Authors
+ PDF Chat	Efficiently serving large multimedia models using EPD Disaggregation	2024	Gursimran Singh Xinglu Wang Ivan Hu Timothy W. Yu Linzi Xing Wei Jiang Zhefeng Wang Xiaolong Bai Yi Li Ying Xiong
+	Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process	2024	Zhenan Fan Bissan Ghaddar Xinglu Wang Linzi Xing Yong Zhang Zirui Zhou
+	Diversity-Aware Coherence Loss for Improving Neural Topic Models	2023	Raymond Li Felipe González-Pizarro Linzi Xing Gabriel Murray Giuseppe Carenini
+	Diversity-Aware Coherence Loss for Improving Neural Topic Models	2023	Raymond Li Felipe González-Pizarro Linzi Xing Gabriel Murray Giuseppe Carenini
+	Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses	2023	Linzi Xing Brad Hackinen Giuseppe Carenini
+	Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation	2023	Linzi Xing Quan Tran Fabian Caba Franck Dernoncourt Seunghyun Yoon Zhaowen Wang Trung Bui Giuseppe Carenini
+	Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses	2023	Linzi Xing Brad Hackinen Giuseppe Carenini
+ PDF Chat	Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation	2022	Patrick Huber Linzi Xing Giuseppe Carenini
+	Improving Topic Segmentation by Injecting Discourse Dependencies	2022	Linzi Xing Patrick Huber Giuseppe Carenini
+ PDF Chat	Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation	2022	Raymond Li Xiao Wen Linzi Xing Lanjun Wang Gabriel Murray Giuseppe Carenini
+ PDF Chat	Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation	2021	Patrick Huber Linzi Xing Giuseppe Carenini
+	IMPROVING UNSUPERVISED DIALOGUE TOPIC SEGMENTATION WITH UTTERANCE-PAIR COHERENCE SCORING	2021	Linzi Xing Giuseppe Carenini
+	Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning	2021	Linzi Xing Wen Xiao Giuseppe Carenini
+	Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring	2021	Linzi Xing Giuseppe Carenini
+	Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning	2021	Linzi Xing Wen Xiao Giuseppe Carenini
+	Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation	2021	Patrick Huber Linzi Xing Giuseppe Carenini
+	Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation	2021	Raymond Li Xiao Wen Linzi Xing Lanjun Wang Gabriel Murray Giuseppe Carenini
+	Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition	2020	Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul
+	Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition	2020	Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul
+	Improving Context Modeling in Neural Topic Segmentation	2020	Linzi Xing Brad Hackinen Giuseppe Carenini Francesco Trebbi
+	Evaluating Topic Quality with Posterior Variability	2019	Linzi Xing Michael J. Paul Giuseppe Carenini
+	Evaluating Topic Quality with Posterior Variability	2019	Linzi Xing Michael J. Paul Giuseppe Carenini

Common Coauthors

Coauthor	Papers Together
Giuseppe Carenini	18
Raymond Li	4
Michael J. Paul	4
Gabriel Murray	4
Franck Dernoncourt	3
Brad Hackinen	3
Patrick Huber	2
Wen Xiao	2
Zhenan Fan	2
Felipe González-Pizarro	2
Xinglu Wang	2
Xiaolei Huang	2
Xiao Wen	2
Patrick Huber	2
Lanjun Wang	2
Gursimran Singh	1
Yi Li	1
Trung Bui	1
Ivan Hu	1
Wei Jiang	1
Fabian Caba	1
Timothy W. Yu	1
Zhaowen Wang	1
Xiaolong Bai	1
Bissan Ghaddar	1
Francesco Trebbi	1
Yong Zhang	1
Yong‐Wei Zhang	1
Zirui Zhou	1
Seunghyun Yoon	1
Quan Tran	1
Ying Xiong	1
Zhefeng Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Text Segmentation as a Supervised Learning Task	2018	Omri Koshorek Adir Cohen Noam Mor Michael Rotman Jonathan Berant	4
+	Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help !	2020	Wen Xiao Patrick Huber Giuseppe Carenini	4
+ PDF Chat	SECTOR: A Neural Model for Coherent Topic Segmentation and Classification	2019	Sebastian Arnold Rudolf Schneider Philippe Cudré-Mauroux Felix A. Gers Alexander Löser	4
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	4
+ PDF Chat	Topic-Aware Multi-turn Dialogue Modeling	2021	Yi Xu Hai Zhao Zhuosheng Zhang	3
+	Extractive Summarization of Long Documents by Combining Global and Local Context	2019	Wen Xiao Giuseppe Carenini	3
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	3
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	3
+ PDF Chat	Predicting Discourse Trees from Transformer-based Neural Summarizers	2021	Wen Xiao Patrick Huber Giuseppe Carenini	2
+ PDF Chat	Attention-Based Neural Text Segmentation	2018	Pinkesh Badjatiya Litton J Kurisinkel Manish Gupta Vasudeva Varma	2
+ PDF Chat	Neural Summarization by Extracting Sentences and Words	2016	Jianpeng Cheng Mirella Lapata	2
+	Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling	2014	Jun‐Young Chung Çaǧlar Gülçehre Kyunghyun Cho Yoshua Bengio	2
+	Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles	2020	Christopher Clark Mark Yatskar Luke Zettlemoyer	2
+ PDF Chat	Logistic Regression in Rare Events Data	2001	Gary King Langche Zeng	2
+	MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision	2020	Patrick Huber Giuseppe Carenini	2
+	HuggingFace's Transformers: State-of-the-art Natural Language Processing	2019	Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clément Delangue Anthony Moi Pierric Cistac Tim Rault Rémi Louf Morgan Funtowicz	2
+	Predicting Discourse Structure using Distant Supervision from Sentiment	2019	Patrick Huber Giuseppe Carenini	2
+	Topics to Avoid: Demoting Latent Confounds in Text Classification	2019	Sachin Kumar Shuly Wintner Noah A. Smith Yulia Tsvetkov	2
+	A Closer Look at Data Bias in Neural Extractive Summarization Models	2019	Ming Zhong Danqing Wang Pengfei Liu Xipeng Qiu Xuanjing Huang	2
+	Exploring Domain Shift in Extractive Text Summarization	2019	Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang	2
+	Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses	2019	Matt Grenander Yue Dong Jackie Chi Kit Cheung Annie Louis	2
+	Racial Bias in Hate Speech and Abusive Language Detection Datasets	2019	Thomas Davidson Debasmita Bhattacharya Ingmar Weber	2
+	Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation	2018	Shudong Hao Jordan Boyd‐Graber Michael J. Paul	2
+	Improving Context Modeling in Neural Topic Segmentation	2020	Linzi Xing Brad Hackinen Giuseppe Carenini Francesco Trebbi	2
+ PDF Chat	Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization	2018	Shashi Narayan Shay B. Cohen Mirella Lapata	2
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	2
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	2
+	The Frontiers of Fairness in Machine Learning	2018	Alexandra Chouldechova Aaron Roth	2
+ PDF Chat	Reducing Gender Bias in Abusive Language Detection	2018	Ji Ho Park Jamin Shin Pascale Fung	2
+ PDF Chat	Text Segmentation by Cross Segment Attention	2020	Michał Łukasik Boris Dadachev Kishore Papineni Gonçalo Simões	2
+ PDF Chat	Content Selection in Deep Learning Models of Summarization	2018	Chris Kedzie Kathleen McKeown Hal Daumé	2
+	SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents	2016	Ramesh Nallapati Feifei Zhai Bowen Zhou	2
+ PDF Chat	Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification	2017	Jan Deriu Aurélien Lucchi Valéria De Luca Aliaksei Severyn Simon Müller Mark Cieliebak Thomas Hofmann Martin Jaggi	2
+ PDF Chat	Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints	2017	Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordóñez Kai-Wei Chang	2
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	2
+	Counterfactual Fairness in Text Classification through Robustness	2019	Sahaj Garg Vincent Perot Nicole Limtiaco Ankur Taly Ed H. Alex Beutel	2
+ PDF Chat	Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification	2019	Daniel Borkan Lucas Dixon Jeffrey Sorensen Nithum Thain Lucy Vasserman	2
+ PDF Chat	Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior	2018	Antigoni Maria Founta Constantinos Djouvas Despoina Chatzakou Ilias Leontiadis Jeremy Blackburn Gianluca Stringhini Athena Vakali Michael Sirivianos Nicolas Kourtellis	2
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	2
+	Searching for Effective Neural Extractive Summarization: What Works and What’s Next	2019	Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang	2
+ PDF Chat	Mitigating Gender Bias in Natural Language Processing: Literature Review	2019	Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai ElSherief Jieyu Zhao Diba Mirza Elizabeth Belding Kai-Wei Chang William Yang Wang	2
+	Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases	2019	Christopher Clark Mark Yatskar Luke Zettlemoyer	2
+ PDF Chat	SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents	2017	Ramesh Nallapati Feifei Zhai Bowen Zhou	2
+ PDF Chat	A Span Selection Model for Semantic Role Labeling	2018	Hiroki Ouchi Hiroyuki Shindo Yūji Matsumoto	2
+	Word embeddings quantify 100 years of gender and ethnic stereotypes	2018	Nikhil Garg Londa Schiebinger Dan Jurafsky James Zou	2
+	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	2019	Nils Reimers Iryna Gurevych	2
+	A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents	2018	Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim Walter Chang Nazli Goharian	2
+	Discourse-Aware Neural Extractive Text Summarization	2020	Jiacheng Xu Zhe Gan Yu Cheng Jun Liu	2
+	Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems	2018	Svetlana Kiritchenko Saif M. Mohammad	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