Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models. - Zhuang Li 001; Lizhen Qu; Qiongkai Xu; Mark Johnson 001 (ALTA, 2016)

Context Dependent Semantic Parsing: A Survey. - Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (COLING, 2020)

On Robustness of Neural Semantic Parsers. - Shuo Huang; Zhuang Li 001; Lizhen Qu; Lei Pan (EACL, 2021)

Few-Shot Semantic Parsing for New Predicates. - Zhuang Li 001; Lizhen Qu; Shuo Huang; Gholamreza Haffari (EACL, 2021)

Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers. - Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (EMNLP (1), 2021)

Representation Learning for Weakly Supervised Relation Extraction. - Zhuang Li 001 (CoRR, 2021)

Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. - Zhuang Li 001; Lizhen Qu; Qiongkai Xu; Tongtong Wu; Tianyang Zhan; Gholamreza Haffari (EMNLP, 2022)

Paraphrasing Techniques for Maritime QA system. - Fatemeh Shiri; Terry Yue Zhuo; Zhuang Li 001; Shirui Pan; Weiqing Wang 001; Reza Haffari; Yuan-Fang Li; Van Nguyen 002 (FUSION, 2022)

Pretrained Language Model in Continual Learning: A Comparative Study. - Tongtong Wu; Massimo Caccia; Zhuang Li 001; Yuan-Fang Li; Guilin Qi; Gholamreza Haffari (ICLR, 2022)

Let's Negotiate! A Survey of Negotiation Dialogue Systems. - Haolan Zhan; Yufei Wang 003; Tao Feng 013; Yuncheng Hua; Suraj Sharma; Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (CoRR, 2022)

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. - Zhuang Li 001; Yuyang Chai; Terry Yue Zhuo; Lizhen Qu; Gholamreza Haffari; Fei Li 021; Donghong Ji; Quan Hung Tran (ACL (Findings), 2023)

The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning. - Zhuang Li 001; Lizhen Qu; Philip R. Cohen; Raj Tumuluri; Gholamreza Haffari (ACL (1), 2023)

Active Learning for Multilingual Semantic Parser. - Zhuang Li 001; Gholamreza Haffari (EACL (Findings), 2023)

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex. - Terry Yue Zhuo; Zhuang Li 001; Yujin Huang; Fatemeh Shiri; Weiqing Wang 001; Gholamreza Haffari; Yuan-Fang Li (EACL, 2023)

TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce. - Tongxin Hu; Zhuang Li 001; Xin Jin; Lizhen Qu; Xin Zhang (EMNLP (Industry Track), 2023)

Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models. - Levon Haroutunian; Zhuang Li 001; Lucian Galescu; Philip Cohen 001; Raj Tumuluri; Gholamreza Haffari (IJCNLP (1), 2023)

SocialDial: A Benchmark for Socially-Aware Dialogue Systems. - Haolan Zhan; Zhuang Li 001; Yufei Wang 003; Linhao Luo; Tao Feng 013; Xiaoxi Kang; Yuncheng Hua; Lizhen Qu; Lay-Ki Soon; Suraj Sharma; Ingrid Zukerman; Zhaleh Semnani-Azad; et al. (SIGIR, 2023)

Semantic Parsing in Limited Resource Conditions. - Zhuang Li 001 (CoRR, 2023)

Voicify Your UI: Towards Android App Control with Voice Commands. - Minh Duc Vu; Han Wang 023; Zhuang Li 001; Gholamreza Haffari; Zhenchang Xing; Chunyang Chen 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach. - Yuyang Chai; Zhuang Li 001; Jiahui Liu; Lei Chen; Fei Li 021; Donghong Ji; Chong Teng (AAAI, 2024)

Overview of the 2024 ALTA Shared Task: Detect Automatic AI-Generated Sentences for Human-AI Hybrid Articles. - Diego Mollá; Qiongkai Xu; Zijie Zeng; Zhuang Li 001 (ALTA, 2024)

IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models. - Tao Feng 013; Lizhen Qu; Zhuang Li 001; Haolan Zhan; Yuncheng Hua; Gholamreza Haffari (ACL (1), 2024)

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach. - Zhuang Li 001; Levon Haroutunian; Raj Tumuluri; Phil Cohen 001; Gholamreza Haffari (EACL (Findings), 2024)

Let's Negotiate! A Survey of Negotiation Dialogue Systems. - Haolan Zhan; Yufei Wang 003; Zhuang Li 001; Tao Feng 013; Yuncheng Hua; Suraj Sharma; Lizhen Qu; Zhaleh Semnani-Azad; Ingrid Zukerman; Reza Haffari (EACL (Findings), 2024)

Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights. - Zijie Zeng; Shiqi Liu 003; Lele Sha; Zhuang Li 001; Kaixun Yang; Sannyuya Liu; Dragan Gasevic; Guangliang Chen (IJCAI, 2024)

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. - Haolan Zhan; Zhuang Li 001; Xiaoxi Kang; Tao Feng 013; Yuncheng Hua; Lizhen Qu; Yi Ying; Mei Rianto Chandra; Kelly Rosalin; Jureynolds Jureynolds; Suraj Sharma; Shilin Qu; et al. (NAACL-HLT (Findings), 2024)

Generative Dialogue Sentiment and Act Recognition with Feature Denoising and Set Prediction. - Jiahui Liu; Bobo Li; Zhuang Li 001; Yuyang Chai; Fei Li 021; Chong Teng; Donghong Ji (NLPCC (5), 2024)

GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning. - Minh Duc Vu; Han Wang 023; Jieshan Chen; Zhuang Li 001; Shengdong Zhao 001; Zhenchang Xing; Chunyang Chen 001 (UIST, 2024)

GPTVoiceTasker: LLM-Powered Virtual Assistant for Smartphone. - Minh Duc Vu; Han Wang 023; Zhuang Li 001; Jieshan Chen; Shengdong Zhao 001; Zhenchang Xing; Chunyang Chen 001 (CoRR, 2024)

SADAS: A Dialogue Assistant System Towards Remediating Norm Violations in Bilingual Socio-Cultural Conversations. - Yuncheng Hua; Zhuang Li 001; Linhao Luo; Kadek Ananta Satriadi; Tao Feng 013; Haolan Zhan; Lizhen Qu; Suraj Sharma; Ingrid Zukerman; Zhaleh Semnani-Azad; Gholamreza Haffari (CoRR, 2024)

StarCoder 2 and The Stack v2: The Next Generation. - Anton Lozhkov; Raymond Li; Loubna Ben Allal; Federico Cassano; Joel Lamy-Poirier; Nouamane Tazi; Ao Tang; Dmytro Pykhtar; Jiawei Liu 004; Yuxiang Wei 003; Tianyang Liu 003; Max Tian; et al. (CoRR, 2024)

Towards Detecting AI-Generated Text within Human-AI Collaborative Hybrid Texts. - Zijie Zeng; Shiqi Liu 003; Lele Sha; Zhuang Li 001; Kaixun Yang; Sannyuya Liu; Dragan Gasevic; Guanliang Chen (CoRR, 2024)

NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human. - Shuo Huang; William MacLean; Xiaoxi Kang; Anqi Wu; Lizhen Qu; Qiongkai Xu; Zhuang Li 001; Xingliang Yuan; Gholamreza Haffari (CoRR, 2024)

SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking. - Zhuang Li 001; Yuncheng Hua; Thuy-Trang Vu; Haolan Zhan; Lizhen Qu; Gholamreza Haffari (CoRR, 2024)

Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology. - Xiaoxi Kang; Lizhen Qu; Lay-Ki Soon; Zhuang Li 001; Adnan Trakic (CoRR, 2024)

From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks? - Tao Feng 013; Lizhen Qu; Niket Tandon; Zhuang Li 001; Xiaoxi Kang; Gholamreza Haffari (CoRR, 2024)

Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues. - Shilin Qu; Weiqing Wang 001; Xin Zhou 023; Haolan Zhan; Zhuang Li 001; Lizhen Qu; Linhao Luo; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models. - Zhuang Li 001; Yuncheng Hua; Thuy-Trang Vu; Haolan Zhan; Lizhen Qu; Gholamreza Haffari (ACL (1), 2025)

On the Reliability of Large Language Models for Causal Discovery. - Tao Feng 013; Lizhen Qu; Niket Tandon; Zhuang Li 001; Xiaoxi Kang; Gholamreza Haffari (ACL (1), 2025)

SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media. - Viet Thanh Pham; Lizhen Qu; Zhuang Li 001; Suraj Sharma; Gholamreza Haffari (ACL (1), 2025)

LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews. - Sukannya Purkayastha; Zhuang Li 001; Anne Lauscher; Lizhen Qu; Iryna Gurevych (ACL (1), 2025)

CultureInstruct: Curating Multi-Cultural Instructions at Scale. - Viet Thanh Pham; Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (NAACL (Long Papers), 2025)

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars. - Yuncheng Hua; Lizhen Qu; Zhuang Li 001; Hao Xue 001; Flora D. Salim; Gholamreza Haffari (CoRR, 2025)

EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions. - Xiaorui Wu; Xiaofeng Mao; Xin Zhang; Fei Li 021; Chong Teng; Yuxiang Peng; Li Zheng; Donghong Ji; Zhuang Li 001 (CoRR, 2025)

TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis. - Xiaorui Wu; Xiaofeng Mao; Fei Li 021; Xin Zhang; Xuanhong Li; Chong Teng; Donghong Ji; Zhuang Li 001 (CoRR, 2025)

DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement. - Shaoqing Lin; Chong Teng; Fei Li 021; Donghong Ji; Lizhen Qu; Zhuang Li 001 (CoRR, 2025)

Natural Language Processing for Dialects of a Language: A Survey. - Aditya Joshi; Raj Dabre; Diptesh Kanojia; Zhuang Li 001; Haolan Zhan; Gholamreza Haffari; Doris Dippold (ACM Comput. Surv., 2025)