Lizhen Qu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 102

Top Venues

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Hao Yang, Lizhen Qu, Ehsan Shareghi, Gholamreza Haffari
Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights. CoRR (2024)
Minghao Wu, Thuy-Trang Vu, Lizhen Qu, Gholamreza Haffari
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models. CoRR (2024)
Zhuo Zhang, Jingyuan Zhang, Jintao Huang, Lizhen Qu, Hongzhi Zhang, Zenglin Xu
FedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning. CoRR (2024)
Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Phung, Lizhen Qu
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. ICLR (2024)
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych
What Can Natural Language Processing Do for Peer Review? CoRR (2024)
Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Q. Phung, Lizhen Qu
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. CoRR (2024)
Haolan Zhan, Yufei Wang, Zhuang Li, Tao Feng, Yuncheng Hua, Suraj Sharma, Lizhen Qu, Zhaleh Semnani-Azad, Ingrid Zukerman, Reza Haffari
Let's Negotiate! A Survey of Negotiation Dialogue Systems. EACL (Findings) (2024)
Shuo Huang, William MacLean, Xiaoxi Kang, Anqi Wu, Lizhen Qu, Qiongkai Xu, Zhuang Li, Xingliang Yuan, Gholamreza Haffari
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human. CoRR (2024)
Zhuang Li, Yuncheng Hua, Thuy-Trang Vu, Haolan Zhan, Lizhen Qu, Gholamreza Haffari
SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking. CoRR (2024)
Yuncheng Hua, Yujin Huang, Shuo Huang, Tao Feng, Lizhen Qu, Chris Bain, Richard Bassed, Gholamreza Haffari
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction. CoRR (2024)
Tao Feng, Lizhen Qu, Zhuang Li, Haolan Zhan, Yuncheng Hua, Reza Haf
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models. ACL (1) (2024)
Tao Feng, Lizhen Qu, Niket Tandon, Zhuang Li, Xiaoxi Kang, Gholamreza Haffari
From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks? CoRR (2024)
Haolan Zhan, Yufei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Zhaleh Semnani-Azad, Ingrid Zukerman, Gholamreza Haffari
Let's Negotiate! A Survey of Negotiation Dialogue Systems. CoRR (2024)
Tao Feng, Lizhen Qu, Zhuang Li, Haolan Zhan, Yuncheng Hua, Gholamreza Haffari
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models. CoRR (2024)
Tao Feng, Lizhen Qu, Xiaoxi Kang, Gholamreza Haffari
CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems. CoRR (2024)
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Zhuang Li, Adnan Trakic
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology. CoRR (2024)
Minghao Wu, Yufei Wang, George F. Foster, Lizhen Qu, Gholamreza Haffari
Importance-Aware Data Augmentation for Document-Level Neural Machine Translation. EACL (1) (2024)
Chuang Lin, Yi Jiang, Lizhen Qu, Zehuan Yuan, Jianfei Cai
Generative Region-Language Pretraining for Open-Ended Object Detection. CoRR (2024)
Minghao Wu, Thuy-Trang Vu, Lizhen Qu, George F. Foster, Gholamreza Haffari
Adapting Large Language Models for Document-Level Machine Translation. CoRR (2024)
Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Lay-Ki Soon, Zhaleh Semnani-Azad, Ingrid Zukerman, Gholamreza Haffari
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. CoRR (2024)
Minghao Wu, Yufei Wang, George F. Foster, Lizhen Qu, Gholamreza Haffari
Importance-Aware Data Augmentation for Document-Level Neural Machine Translation. CoRR (2024)
Yuncheng Hua, Zhuang Li, Linhao Luo, Kadek Ananta Satriadi, Tao Feng, Haolan Zhan, Lizhen Qu, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
SADAS: A Dialogue Assistant System Towards Remediating Norm Violations in Bilingual Socio-Cultural Conversations. CoRR (2024)
Yuncheng Hua, Lizhen Qu, Gholamreza Haffari
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues. CoRR (2024)
Zhuo Zhang, Jintao Huang, Xiangjing Hu, Jingyuan Zhang, Yating Zhang, Hui Wang, Yue Yu, Qifan Wang, Lizhen Qu, Zenglin Xu
Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding. LREC/COLING (2024)
Shuo Huang, Lizhen Qu, Xingliang Yuan, Chunyang Chen
FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices. EMNLP (Findings) (2023)
Zhuo Zhang, Xiangjing Hu, Jingyuan Zhang, Yating Zhang, Hui Wang, Lizhen Qu, Zenglin Xu
FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP. ACL (1) (2023)
Minghao Wu, George F. Foster, Lizhen Qu, Gholamreza Haffari
Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation. CoRR (2023)
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? CoRR (2023)
Bhanu Prakash Voutharoja, Lizhen Qu, Fatemeh Shiri
Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding. CoRR (2023)
Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
SocialDial: A Benchmark for Socially-Aware Dialogue Systems. CoRR (2023)
Tongxin Hu, Zhuang Li, Xin Jin, Lizhen Qu, Xin Zhang
TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce. EMNLP (Industry Track) (2023)
Tongxin Hu, Zhuang Li, Xin Jin, Lizhen Qu, Xin Zhang
TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce. CoRR (2023)
Tao Feng, Lizhen Qu, Gholamreza Haffari
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery. CoRR (2023)
Zhuang Li, Lizhen Qu, Philip R. Cohen, Raj Tumuluri, Gholamreza Haffari
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning. ACL (1) (2023)
Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li, Donghong Ji, Quan Hung Tran
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. ACL (Findings) (2023)
Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai
Learning Object-Language Alignments for Open-Vocabulary Object Detection. ICLR (2023)
Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
SocialDial: A Benchmark for Socially-Aware Dialogue Systems. SIGIR (2023)
Zhuo Zhang, Yuanhang Yang, Yong Dai, Qifan Wang, Yue Yu, Lizhen Qu, Zenglin Xu
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models. ACL (Findings) (2023)
Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li, Donghong Ji, Quan Hung Tran
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. CoRR (2023)
Minghao Wu, George F. Foster, Lizhen Qu, Gholamreza Haffari
Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation. EACL (2023)
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP (Findings) (2023)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) (2023)
Zhuang Li, Lizhen Qu, Philip R. Cohen, Raj V. Tumuluri, Gholamreza Haffari
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning. CoRR (2023)
Tao Feng, Lizhen Qu, Gholamreza Haffari
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery. Trans. Assoc. Comput. Linguistics 11 (2023)
Bhanu Prakash Voutharoja, Lizhen Qu, Fatemeh Shiri
Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding. ICDAR (2) (2023)
Haolan Zhan, Sameen Maruf, Lizhen Qu, Yufei Wang, Ingrid Zukerman, Gholamreza Haffari
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data Generation. ALTA (2023)
Haolan Zhan, Sameen Maruf, Lizhen Qu, Yufei Wang, Ingrid Zukerman, Gholamreza Haffari
Turning Flowchart into Dialog: Plan-based Data Augmentation for Low-Resource Flowchart-grounded Troubleshooting Dialogs. CoRR (2023)
Zhuo Zhang, Xiangjing Hu, Lizhen Qu, Qifan Wang, Zenglin Xu
Federated Model Decomposition with Private Vocabulary for Text Classification. EMNLP (2022)
Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai
Learning Object-Language Alignments for Open-Vocabulary Object Detection. CoRR (2022)
Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan
Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation. ECCV (36) (2022)
Zhuo Zhang, Yuanhang Yang, Yong Dai, Lizhen Qu, Zenglin Xu
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods. CoRR (2022)
Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. CoRR (2022)
Haolan Zhan, Yufei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Gholamreza Haffari
Let's Negotiate! A Survey of Negotiation Dialogue Systems. CoRR (2022)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR (2022)
Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs. COLING (2022)
Shigang Liu, Guanjun Lin, Lizhen Qu, Jun Zhang, Olivier Y. de Vel, Paul Montague, Yang Xiang
CD-VulD: Cross-Domain Vulnerability Discovery Based on Deep Domain Adaptation. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. EMNLP (2022)
Zhuang Li, Lizhen Qu, Gholamreza Haffari
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers. CoRR (2021)
Farhad Moghimifar, Lizhen Qu, Terry Yue Zhuo, Gholamreza Haffari, Mahsa Baktashmotlagh
Neural-Symbolic Commonsense Reasoner with Relation Predictors. ACL/IJCNLP (2) (2021)
Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari
Few-Shot Semantic Parsing for New Predicates. CoRR (2021)
Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari
Beyond Model Extraction: Imitation Attack for Black-Box NLP APIs. CoRR (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. EMNLP (Findings) (2021)
Shuyi Cao, Lizhen Qu, Leimin Tian
Causal Relationships Between Emotions and Dialog Acts. ACII (2021)
Qiongkai Xu, Chenchen Xu, Lizhen Qu
Privacy Monitoring Service for Conversations. WSDM (2021)
Suyu Ma, Zhenchang Xing, Chunyang Chen, Cheng Chen, Lizhen Qu, Guoqiang Li
Easy-to-Deploy API Extraction by Multi-Level Feature Embedding and Transfer Learning. IEEE Trans. Software Eng. 47 (10) (2021)
Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan
On Robustness of Neural Semantic Parsers. CoRR (2021)
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Gholamreza Haffari, Mahsa Baktashmotlagh
Neural-Symbolic Commonsense Reasoner with Relation Predictors. CoRR (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. CoRR (2021)
Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan
On Robustness of Neural Semantic Parsers. EACL (2021)
Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan
Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation. CoRR (2021)
Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari
Few-Shot Semantic Parsing for New Predicates. EACL (2021)
Zhuang Li, Lizhen Qu, Gholamreza Haffari
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers. EMNLP (1) (2021)
Zhuang Li, Lizhen Qu, Gholamreza Haffari
Context Dependent Semantic Parsing: A Survey. COLING (2020)
Zhuang Li, Lizhen Qu, Gholamreza Haffari
Context Dependent Semantic Parsing: A Survey. CoRR (2020)
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari
COSMO: Conditional SEQ2SEQ-based Mixture Model for Zero-Shot Commonsense Question Answering. CoRR (2020)
Yolande A. A. Strengers, Lizhen Qu, Qiongkai Xu, Jarrod Knibbe
Adhering, Steering, and Queering: Treatment of Gender in Natural Language Generation. CHI (2020)
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari
CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering. COLING (2020)
Qiongkai Xu, Lizhen Qu, Zeyu Gao, Gholamreza Haffari
Personal Information Leakage Detection in Conversations. EMNLP (1) (2020)
Van Nguyen, Trung Le, Tue Le, Khanh Nguyen, Olivier Y. DeVel, Paul Montague, Lizhen Qu, Dinh Q. Phung
Deep Domain Adaptation for Vulnerable Code Function Identification. IJCNN (2019)
Qiongkai Xu, Lizhen Qu, Chenchen Xu, Ran Cui
Privacy-Aware Text Rewriting. INLG (2019)
Ao Liu, Lizhen Qu, Junyu Lu, Chenbin Zhang, Zenglin Xu
Machine Reading Comprehension: Matching and Orders. CIKM (2019)
Qiongkai Xu, Chenchen Xu, Lizhen Qu
ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation. CoRR (2019)
Tue Le, Tuan Nguyen, Trung Le, Dinh Q. Phung, Paul Montague, Olivier Y. de Vel, Lizhen Qu
Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection. ICLR (Poster) (2019)
Qiongkai Xu, Chenchen Xu, Lizhen Qu
ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation. EMNLP/IJCNLP (3) (2019)
Qiongkai Xu, Juyan Zhang, Lizhen Qu, Lexing Xie, Richard Nock
D-PAGE: Diverse Paraphrase Generation. CoRR (2018)
Richard Nock, Zac Cranko, Aditya Krishna Menon, Lizhen Qu, Robert C. Williamson
f-GANs in an Information Geometric Nutshell. NIPS (2017)
Qiongkai Xu, Qing Wang, Chenchen Xu, Lizhen Qu
Collective Vertex Classification Using Recursive Neural Network. CoRR (2017)
Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach. CVPR (2017)
Sunghwan Mac Kim, Qiongkai Xu, Lizhen Qu, Stephen Wan, Cécile Paris
Demographic Inference on Twitter using Recursive Neural Networks. ACL (2) (2017)
Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, Jiawan Zhang
Automatic Generation of Grounded Visual Questions. IJCAI (2017)
Richard Nock, Zac Cranko, Aditya Krishna Menon, Lizhen Qu, Robert C. Williamson
f-GANs in an Information Geometric Nutshell. CoRR (2017)
Qiongkai Xu, Qing Wang, Chenchen Xu, Lizhen Qu
Attentive Graph-based Recursive Neural Network for Collective Vertex Classification. CIKM (2017)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
STransE: a novel embedding model of entities and relationships in knowledge bases. HLT-NAACL (2016)
Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin
Named Entity Recognition for Novel Types by Transfer Learning. CoRR (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
Neighborhood Mixture Model for Knowledge Base Completion. CoNLL (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
Neighborhood Mixture Model for Knowledge Base Completion. CoRR (2016)
Cheng Yu, Bing Chu, Rohit Ram, James Aichinger, Lizhen Qu, Hanna Suominen
Pairwise FastText Classifier for Entity Disambiguation. ALTA (2016)
Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu
Making Neural Networks Robust to Label Noise: a Loss Correction Approach. CoRR (2016)
Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, Jiawan Zhang
Automatic Generation of Grounded Visual Questions. CoRR (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
STransE: a novel embedding model of entities and relationships in knowledge bases. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lizhen Qu