Zhixue Zhao

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All published works

Action	Title	Year	Authors
+ PDF Chat	Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?	2025	Ipek Baris Schlicht Zhixue Zhao Burcu Sayin Lucie Flek Paolo Rosso
+ PDF Chat	Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment	2024	He F Chao Zhang Zhixue Zhao
+	Efficient Pruning of Text-to-Image Models: Insights from Pruning Stable Diffusion	2024	S. Ramesh Zhixue Zhao
+ PDF Chat	ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?	2024	Leixin Zhang Steffen Eger Ya‐Jian Cheng Weihe Zhai Jonas Belouadi Christoph Leiter Simone Paolo Ponzetto Fahimeh Moafian Zhixue Zhao
+ PDF Chat	Efficient Pruning of Text-to-Image Models: Insights from Pruning Stable Diffusion	2024	S. Ramesh Zhixue Zhao
+ PDF Chat	Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models	2024	Yue Li Zhixue Zhao Carolina Scarton
+ PDF Chat	Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models' Reasoning with Formal Logic	2024	Jason L. Chan Robert Gaizauskas Zhixue Zhao
+ PDF Chat	Can We Reverse In-Context Knowledge Edits?	2024	Paul Youssef Zhixue Zhao Jörg Schlötterer Christin Seifert
+ PDF Chat	Language-specific Calibration for Pruning Multilingual Language Models	2024	S. Kurz Jian-Jia Chen Lucie Flek Zhixue Zhao
+ PDF Chat	ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread	2024	Jake Vasilakes Zhixue Zhao Ivan Vykopal Michal Gregor Martin Hyben Carolina Scarton
+ PDF Chat	Detecting Edited Knowledge in Language Models	2024	Paul Youssef Zhixue Zhao Jörg Schlötterer Christin Seifert
+ PDF Chat	Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models	2024	Zhixue Zhao Νικόλαος Αλέτρας
+ PDF Chat	ReAGent: A Model-agnostic Feature Attribution Method for Generative Language Models	2024	Zhixue Zhao Boxuan Shan
+ PDF Chat	ReAGent: Towards A Model-agnostic Feature Attribution Method for Generative Language Models	2024	Zhixue Zhao Boxuan Shan
+ PDF Chat	Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models	2024	Zhixue Zhao Νικόλαος Αλέτρας
+	Incorporating Attribution Importance for Improving Faithfulness Metrics	2023	Zhixue Zhao Νικόλαος Αλέτρας
+	Incorporating Attribution Importance for Improving Faithfulness Metrics	2023	Zhixue Zhao Νικόλαος Αλέτρας
+	Lighter, yet More Faithful: Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization	2023	George Chrysostomou Zhixue Zhao Miles Williams Νικόλαος Αλέτρας
+	On the Impact of Temporal Concept Drift on Model Explanations	2022	Zhixue Zhao George Chrysostomou Kalina Bontcheva Νικόλαος Αλέτρας
+	On the Impact of Temporal Concept Drift on Model Explanations	2022	Zhixue Zhao George Chrysostomou Kalina Bontcheva Νικόλαος Αλέτρας
+	SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms"	2021	Zhixue Zhao Ziqi Zhang Frank Hopfgartner
+	Simultaneous identification of diffusion coefficient, spacewise dependent source and initial value for one‐dimensional heat equation	2016	Zhixue Zhao Mapundi K. Banda Bao‐Zhu Guo
+ PDF Chat	Trace formulae and inverse spectral theory for Schrödinger operators	1993	Fritz Gesztesy Helge Holden Barry Simon Zhixue Zhao

Common Coauthors

Coauthor	Papers Together
Νικόλαος Αλέτρας	7
George Chrysostomou	3
Jörg Schlötterer	2
Boxuan Shan	2
S. Ramesh	2
Christin Seifert	2
Lucie Flek	2
Carolina Scarton	2
Paul Youssef	2
Kalina Bontcheva	2
Christoph Leiter	1
Robert Gaizauskas	1
Jason L. Chan	1
Bao‐Zhu Guo	1
Fritz Gesztesy	1
Steffen Eger	1
Martin Hyben	1
Ipek Baris Schlicht	1
Jonas Belouadi	1
Mapundi K. Banda	1
Frank Hopfgartner	1
Chao Zhang	1
Ivan Vykopal	1
Yue Li	1
Ziqi Zhang	1
He F	1
Paolo Rosso	1
S. Kurz	1
Fahimeh Moafian	1
Miles Williams	1
Burcu Sayin	1
Jian-Jia Chen	1
Michal Gregor	1
Weihe Zhai	1
Ya‐Jian Cheng	1
Jake Vasilakes	1
Simone Paolo Ponzetto	1
Leixin Zhang	1
Helge Holden	1
Barry Simon	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Diagnostic Study of Explainability Techniques for Text Classification	2020	Pepa Atanasova Jakob Grue Simonsen Christina Lioma Isabelle Augenstein	3
+ PDF Chat	Flexible Instance-Specific Rationalization of NLP Models	2022	George Chrysostomou Νικόλαος Αλέτρας	3
+	Axiomatic Attribution for Deep Networks	2017	Mukund Sundararajan Ankur Taly Qiqi Yan	3
+	Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?	2020	Alon Jacovi Yoav Goldberg	3
+ PDF Chat	Learning to Faithfully Rationalize by Construction	2020	Sarthak Jain Sarah Wiegreffe Yuval Pinter Byron Wallace	3
+	Is Attention Interpretable?	2019	Sofia Serrano Noah A. Smith	3
+	Investigating the influence of noise and distractors on the interpretation of neural networks	2016	Pieter-Jan Kindermans Kristof T. Schütt Klaus‐Robert Müller Sven Dähne	3
+	“Why Should I Trust You?”: Explaining the Predictions of Any Classifier	2016	Marco Ribeiro Sameer Singh Carlos Guestrin	3
+	ERASER: A Benchmark to Evaluate Rationalized NLP Models	2020	Jay DeYoung Sarthak Jain Nazneen Fatema Rajani Eric Lehman Caiming Xiong Richard Socher Byron Wallace	3
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	2
+	Learning Important Features Through Propagating Activation Differences	2017	Avanti Shrikumar Peyton Greenside Anshul Kundaje	2
+	Interpretable Neural Predictions with Differentiable Binary Variables	2019	Joost Bastings Wilker Aziz Ivan Titov	2
+	Towards better understanding of gradient-based attribution methods for Deep Neural Networks	2017	Marco Ancona Enea Ceolini Cengiz Öztireli Markus Groß	2
+	The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?	2020	Jasmijn Bastings Katja Filippova	2
+	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	2
+	A Unified Approach to Interpreting Model Predictions	2017	Scott Lundberg Su‐In Lee	2
+	Evaluating and Characterizing Human Rationales	2020	Samuel Carton Anirudh Rathore Chenhao Tan	2
+ PDF Chat	The Explanation Game: Towards Prediction Explainability through Sparse Communication	2020	Marcos Treviso André F. T. Martins	2
+	On the Impact of Temporal Concept Drift on Model Explanations	2022	Zhixue Zhao George Chrysostomou Kalina Bontcheva Νικόλαος Αλέτρας	2
+	Almost periodic Schr�dinger operators	1983	Percy Deift Barry Simon	1
+ PDF Chat	Inverse Problems for Partial Differential Equations	1998	Victor Isakov	1
+	Simultaneous determination of a time-dependent heat source and the initial temperature in an inverse heat conduction problem	2012	Jin Wen Masahiro Yamamoto Ting Wei	1
+ PDF Chat	On the measure of the spectrum for the almost Mathieu operator	1991	J. E. Avron Pierre van Mouche Barry Simon	1
+ PDF Chat	Kotani theory for one dimensional stochastic Jacobi matrices	1983	Barry Simon	1
+ PDF Chat	HIGHER ORDER TRACE RELATIONS FOR SCHRÖDINGER OPERATORS	1995	Fritz Gesztesy Helge Holden Barry Simon Z. Zhao	1
+	A fundamental solution method for inverse heat conduction problem	2003	Y.C. Hon Ting Wei	1
+	Temporal Analysis of Language through Neural Language Models	2014	Yoon Kim Yi-I Chiu Kentaro Hanaki Darshan Hegde Slav Petrov	1
+	Simultaneous reconstruction of the initial temperature and heat radiative coefficient	2001	Masahiro Yamamoto Jun Zou	1
+	A procedure for determining a spacewise dependent heat source and the initial temperature	2008	Tomas Johansson D. Lesnic	1
+	A computational method for identifying a spacewise‐dependent heat source	2008	Liang Yan Chu‐Li Fu Fangfang Dou	1
+	Recovering the source and initial value simultaneously in a parabolic equation	2014	Guang-Hui Zheng Ting Wei	1
+	The method of fundamental solutions for the inverse heat source problem	2007	Liang Yan Chu‐Li Fu Fenglian Yang	1
+	Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter	1979	Gene H. Golub Michael T. Heath Grace Wahba	1
+	Extraction of Salient Sentences from Labelled Documents	2014	Misha Denil Alban Demiraj Nando de Freitas	1
+	Identification of the pollution source from one-dimensional parabolic equation models	2008	Zewen Wang Jijun Liu	1
+	Admissibility of Unbounded Control Operators	1989	George H. Weiss	1
+	Almost periodicity of some random potentials	1988	S. Kotani M. Krishna	1
+	Word Embedding Perturbation for Sentence Classification	2018	Dongxu Zhang Zhichao Yang	1
+	A regularized optimization method for identifying the space-dependent source and the initial value simultaneously in a parabolic equation	2014	Zewen Wang Shufang Qiu Zhousheng Ruan Wen Zhang	1
+	Aggression-annotated Corpus of Hindi-English Code-mixed Data	2018	Ritesh Kumar Aishwarya Reganti Akshit Bhatia Tushar Maheshwari	1
+	Recovering a time‐dependent coefficient in a parabolic equation from overspecified boundary data using the pseudospectral Legendre method	2006	M. Shamsi Mehdi Dehghan	1
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	1
+	On the inverse problem for Hill's operator	1975	H. Flaschka	1
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	1
+	The inverse problem for periodic potentials	1977	Eugene Trubowitz	1
+ PDF Chat	"What is relevant in a text document?": An interpretable machine learning approach	2017	Leila Arras Franziska Horn Grégoire Montavon Klaus‐Robert Müller Wojciech Samek	1
+	Challenges for Toxic Comment Classification: An In-Depth Error Analysis	2018	Betty van Aken Julian Risch Ralf Krestel Alexander Löser	1
+	Hate Speech Dataset from a White Supremacy Forum	2018	Ona De Gibert Naiara Pérez Aitor García Pablos Montse Cuadros	1
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	1
+	The spectrum of Hill's equation	1975	H. P. McKean Pierre van Moerbeke	1