Learning from Unlabelled Data for Clinical Semantic Textual Similarity. - Yuxia Wang 003; Karin Verspoor; Timothy Baldwin (ClinicalNLP@EMNLP, 2020)

Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity. - Yuxia Wang 003; Fei Liu 023; Karin Verspoor; Timothy Baldwin (BioNLP, 2020)

How Length Prediction Influence the Performance of Non-Autoregressive Translation? - Minghan Wang; Jiaxin Guo; Yuxia Wang 003; Yimeng Chen; Chang Su 001; Hengchao Shang; Min Zhang 042; Shimin Tao; Hao Yang 006 (BlackboxNLP@EMNLP, 2021)

Incorporating Complete Syntactical Knowledge for Spoken Language Understanding. - Shimin Tao; Ying Qin; Yimeng Chen; Chunning Du; Haifeng Sun 001; Weibin Meng; Yanghua Xiao; Jiaxin Guo; Chang Su 001; Minghan Wang; Min Zhang 042; Yuxia Wang 003; et al. (CCKS, 2021)

HI-CMLM: Improve CMLM with Hybrid Decoder Input. - Minghan Wang; Jiaxin Guo; Yuxia Wang 003; Yimeng Chen; Chang Su 001; Daimeng Wei; Min Zhang 042; Shimin Tao; Hao Yang 006 (INLG, 2021)

HW-TSC's Participation at WMT 2021 Quality Estimation Shared Task. - Yimeng Chen; Chang Su 001; Yingtao Zhang; Yuxia Wang 003; Xiang Geng; Hao Yang 006; Shimin Tao; Jiaxin Guo; Minghan Wang; Min Zhang 042; Yujia Liu; Shujian Huang (WMT@EMNLP, 2021)

The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation. - Minghan Wang; Yuxia Wang 003; Chang Su 001; Jiaxin Guo; Yingtao Zhang; Yujia Liu; Min Zhang 042; Shimin Tao; Xingshan Zeng; Liangyou Li; Hao Yang 006; Ying Qin (CoRR, 2021)

Self-Distillation Mixup Training for Non-autoregressive Neural Machine Translation. - Jiaxin Guo; Minghan Wang; Daimeng Wei; Hengchao Shang; Yuxia Wang 003; Zongyao Li; Zhengzhe Yu; Zhanglin Wu; Yimeng Chen; Chang Su 001; Min Zhang 042; Lizhi Lei; et al. (CoRR, 2021)

Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models. - Zhengzhe Yu; Jiaxin Guo; Minghan Wang; Daimeng Wei; Hengchao Shang; Zongyao Li; Zhanglin Wu; Yuxia Wang 003; Yimeng Chen; Chang Su 001; Min Zhang 042; Lizhi Lei; et al. (CoRR, 2021)

Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference. - Yuxia Wang 003; Minghan Wang; Yimeng Chen; Shimin Tao; Jiaxin Guo; Chang Su 001; Min Zhang 042; Hao Yang 006 (ACL (Findings), 2022)

Noisy Label Regularisation for Textual Regression. - Yuxia Wang 003; Timothy Baldwin; Karin Verspoor (COLING, 2022)

Diformer: Directional Transformer for Neural Machine Translation. - Minghan Wang; Jiaxin Guo; Yuxia Wang 003; Daimeng Wei; Hengchao Shang; Yinglu Li; Chang Su 001; Yimeng Chen; Min Zhang 042; Shimin Tao; Hao Yang 006 (EAMT, 2022)

The HW-TSC's Speech to Speech Translation System for IWSLT 2022 Evaluation. - Jiaxin Guo; Yinglu Li; Minghan Wang; Xiaosong Qiao; Yuxia Wang 003; Hengchao Shang; Chang Su 001; Yimeng Chen; Min Zhang 042; Shimin Tao; Hao Yang 006; Ying Qin (IWSLT@ACL, 2022)

The HW-TSC's Simultaneous Speech Translation System for IWSLT 2022 Evaluation. - Minghan Wang; Jiaxin Guo; Yinglu Li; Xiaosong Qiao; Yuxia Wang 003; Zongyao Li; Chang Su 001; Yimeng Chen; Min Zhang 042; Shimin Tao; Hao Yang 006; Ying Qin (IWSLT@ACL, 2022)

The HW-TSC's Offline Speech Translation System for IWSLT 2022 Evaluation. - Minghan Wang; Jiaxin Guo; Xiaosong Qiao; Yuxia Wang 003; Daimeng Wei; Chang Su 001; Yimeng Chen; Min Zhang 042; Shimin Tao; Hao Yang 006; Ying Qin (IWSLT@ACL, 2022)

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression. - Yuxia Wang 003; Daniel Beck; Karin Verspoor; Timothy Baldwin (Trans. Assoc. Comput. Linguistics, 2022)

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Chenxi Whitehouse; Osama Mohammed Afzal; Tarek Mahmoud; Alham Fikri Aji; Preslav Nakov (CoRR, 2023)

Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs. - Yuxia Wang 003; Haonan Li 002; Xudong Han; Preslav Nakov; Timothy Baldwin (CoRR, 2023)

A Survey of Language Model Confidence Estimation and Calibration. - Jiahui Geng; Fengyu Cai; Yuxia Wang 003; Heinz Koeppl; Preslav Nakov; Iryna Gurevych (CoRR, 2023)

Factcheck-GPT: End-to-End Fine-Grained Document-Level Fact-Checking and Correction of LLM Output. - Yuxia Wang 003; Revanth Gangi Reddy; Zain Muhammad Mujahid; Arnav Arora; Aleksandr Rubashevskii; Jiahui Geng; Osama Mohammed Afzal; Liangming Pan; Nadav Borenstein; Aditya Pillai; Isabelle Augenstein; Iryna Gurevych; et al. (CoRR, 2023)

Understanding the Instruction Mixture for Large Language Model Fine-tuning. - Renxi Wang; Minghao Wu; Yuxia Wang 003; Xudong Han; Chiyu Zhang; Haonan Li 002 (CoRR, 2023)

Collective Human Opinions in Semantic Textual Similarity. - Yuxia Wang 003; Shimin Tao; Ning Xie; Hao Yang 006; Timothy Baldwin; Karin Verspoor (Trans. Assoc. Comput. Linguistics, 2023)

Demystifying Instruction Mixing for Fine-tuning Large Language Models. - Renxi Wang; Haonan Li 002; Minghao Wu; Yuxia Wang 003; Xudong Han; Chiyu Zhang; Timothy Baldwin (ACL (Student Research Workshop), 2024)

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (ACL (1), 2024)

A Chinese Dataset for Evaluating the Safeguards in Large Language Models. - Yuxia Wang 003; Zenan Zhai; Haonan Li 002; Xudong Han; Shom Lin; Zhenxuan Zhang; Angela Zhao; Preslav Nakov; Timothy Baldwin (ACL (Findings), 2024)

Do-Not-Answer: Evaluating Safeguards in LLMs. - Yuxia Wang 003; Haonan Li 002; Xudong Han; Preslav Nakov; Timothy Baldwin (EACL (Findings), 2024)

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Chenxi Whitehouse; Osama Mohammed Afzal; Tarek Mahmoud; Toru Sasaki; Thomas Arnold 002; Alham Fikri Aji; et al. (EACL (1), 2024)

Rethinking STS and NLI in Large Language Models. - Yuxia Wang 003; Minghan Wang; Preslav Nakov (EACL (Findings), 2024)

Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs. - Muhammad Arslan Manzoor; Yuxia Wang 003; Minghan Wang; Preslav Nakov (EMNLP (Findings), 2024)

Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers. - Yuxia Wang 003; Revanth Gangi Reddy; Zain Muhammad Mujahid; Arnav Arora; Aleksandr Rubashevskii; Jiahui Geng; Osama Mohammed Afzal; Liangming Pan; Nadav Borenstein; Aditya Pillai; Isabelle Augenstein; Iryna Gurevych; et al. (EMNLP (Findings), 2024)

Factuality of Large Language Models: A Survey. - Yuxia Wang 003; Minghan Wang; Muhammad Arslan Manzoor; Fei Liu 023; Georgi N. Georgiev; Rocktim Jyoti Das; Preslav Nakov (EMNLP, 2024)

A Survey of Confidence Estimation and Calibration in Large Language Models. - Jiahui Geng; Fengyu Cai; Yuxia Wang 003; Heinz Koeppl; Preslav Nakov; Iryna Gurevych (NAACL-HLT, 2024)

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002 (SemEval@NAACL, 2024)

Factuality of Large Language Models in the Year 2024. - Yuxia Wang 003; Minghan Wang; Muhammad Arslan Manzoor; Fei Liu 023; Georgi N. Georgiev; Rocktim Jyoti Das; Preslav Nakov (CoRR, 2024)

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohanned Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (CoRR, 2024)

A Chinese Dataset for Evaluating the Safeguards in Large Language Models. - Yuxia Wang 003; Zenan Zhai; Haonan Li 002; Xudong Han; Lizhi Lin; Zhenxuan Zhang; Jingru Zhao; Preslav Nakov; Timothy Baldwin (CoRR, 2024)

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (CoRR, 2024)

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs. - Yuxia Wang 003; Minghan Wang; Hasan Iqbal; Georgi N. Georgiev; Jiahui Geng; Preslav Nakov (CoRR, 2024)

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection. - Mervat Abassy; Kareem Ashraf Elozeiri; Alexander Aziz; Minh Ngoc Ta; Raj Vardhan Tomar; Bimarsha Adhikari; Saad El Dine Ahmed; Yuxia Wang 003; Osama Mohammed Afzal; Zhuohan Xie; Jonibek Mansurov; Ekaterina Artemova; et al. (CoRR, 2024)

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs. - Hasan Iqbal; Yuxia Wang 003; Minghan Wang; Georgi N. Georgiev; Jiahui Geng; Iryna Gurevych; Preslav Nakov (CoRR, 2024)

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. - Haonan Li 002; Xudong Han; Zenan Zhai; Honglin Mu; Hao Wang; Zhenxuan Zhang; Yilin Geng; Shom Lin; Renxi Wang; Artem Shelmanov; Xiangyu Qi; Yuxia Wang 003; et al. (CoRR, 2024)

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Black-Box Machine-Generated Text Detection. - Yuxia Wang 003; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (Zenodo, 2024)

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Derui Zhu; Yuxia Wang 003; Congbo Ma; Chenyang Lyu; Fakhri Karray (ACL (1), 2025)

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. - Jiahui Geng; Qing Li 038; Zongxiong Chen; Yuxia Wang 003; Derui Zhu; Zhuohan Xie; Chenyang Lyu; Xiuying Chen; Preslav Nakov; Fakhri Karray (ACL (Findings), 2025)

Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang 003; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (ACL (Findings), 2025)

Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh. - Nurkhan Laiyk; Daniil Orel; Rituraj Joshi; Maiya Goloburda; Yuxia Wang 003; Preslav Nakov; Fajri Koto (ACL (1), 2025)

Explicit and Implicit Data Augmentation for Social Event Detection. - Congbo Ma; Yuxia Wang 003; Jia Wu 001; Jian Yang 001; Jing Du 003; Zitai Qiu; Qing Li 038; Hu Wang 003; Preslav Nakov (ACL (1), 2025)

KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan. - Mukhammed Togmanov; Nurdaulet Mukhituly; Diana Turmakhan; Jonibek Mansurov; Maiya Goloburda; Akhmed Sakip; Zhuohan Xie; Yuxia Wang 003; Bekassyl Syzdykov; Nurkhan Laiyk; Alham Fikri Aji; Ekaterina Kochmar; et al. (ACL (1), 2025)

Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection. - Janek Bevendorff; Daryna Dementieva; Maik Fröbe; Bela Gipp; André Greiner-Petter; Jussi Karlgren; Maximilian Mayerl; Preslav Nakov; Alexander Panchenko; Martin Potthast; Artem Shelmanov; Efstathios Stamatatos; et al. (CLEF, 2025)

Loki: An Open-Source Tool for Fact Verification. - Haonan Li 002; Xudong Han; Hao Wang; Yuxia Wang 003; Minghan Wang; Rui Xing; Yilin Geng; Zenan Zhai; Preslav Nakov; Timothy Baldwin (COLING (Demonstrations), 2025)

Proceedings of the 1st Workshop on GenAI Content Detection (GenAIDetect). - Firoj Alam; Preslav Nakov; Nizar Habash; Iryna Gurevych; Shammur A. Chowdhury; Artem Shelmanov; Yuxia Wang 003; Ekaterina Artemova; Mucahid Kutlu; Georgios Mikros (COLING Workshops, 2025)

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human. - Yuxia Wang 003; Artem Shelmanov; Jonibek Mansurov; Akim Tsvigun; Vladislav Mikhailov; Rui Xing; Zhuohan Xie; Jiahui Geng; Giovanni Puccetti 002; Ekaterina Artemova; Jinyan Su; Minh Ngoc Ta; et al. (COLING Workshops, 2025)

OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs. - Yuxia Wang 003; Minghan Wang; Hasan Iqbal; Georgi N. Georgiev; Jiahui Geng; Iryna Gurevych; Preslav Nakov (COLING, 2025)

Overview of PAN 2025: Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection - Extended Abstract. - Janek Bevendorff; Daryna Dementieva; Maik Fröbe; Bela Gipp; André Greiner-Petter; Jussi Karlgren; Maximilian Mayerl; Preslav Nakov; Alexander Panchenko; Martin Potthast; Artem Shelmanov; Efstathios Stamatatos; et al. (ECIR (5), 2025)

Arabic Dataset for LLM Safeguard Evaluation. - Yasser Ashraf; Yuxia Wang 003; Bin Gu; Preslav Nakov; Timothy Baldwin (NAACL (Long Papers), 2025)

FIRE: Fact-checking with Iterative Retrieval and Verification. - Zhuohan Xie; Rui Xing; Yuxia Wang 003; Jiahui Geng; Hasan Iqbal; Dhruv Sahnan; Iryna Gurevych; Preslav Nakov (NAACL (Findings), 2025)

Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. - Lizhi Lin; Honglin Mu; Zenan Zhai; Minghan Wang; Yuxia Wang 003; Renxi Wang; Junjie Gao; Yixuan Zhang; Wanxiang Che; Timothy Baldwin; Xudong Han; Haonan Li 002 (J. Artif. Intell. Res., 2025)

Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI. - Yuxia Wang 003; Rui Xing; Jonibek Mansurov; Giovanni Puccetti 002; Zhuohan Xie; Minh Ngoc Ta; Jiahui Geng; Jinyan Su; Mervat Abassy; Saad El Dine Ahmed; Kareem Ashraf Elozeiri; Nurkhan Laiyk; et al. (CoRR, 2025)

Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang 003; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (CoRR, 2025)

Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh. - Fajri Koto; Rituraj Joshi; Nurdaulet Mukhituly; Yuxia Wang 003; Zhuohan Xie; Rahul Pal; Daniil Orel; Parvez Mullah; Diana Turmakhan; Maiya Goloburda; Mohammed Kamran; Samujjwal Ghosh; et al. (CoRR, 2025)

A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models. - Jiahui Geng; Qing Li 038; Herbert Woisetschlaeger; Zongxiong Chen; Yuxia Wang 003; Preslav Nakov; Hans-Arno Jacobsen; Fakhri Karray (CoRR, 2025)

FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning. - Minh Ngoc Ta; Dong Cao Van; Duc-Anh Hoang; Minh Le-Anh; Truong Nguyen; My Anh Tran Nguyen; Yuxia Wang 003; Preslav Nakov; Sang Dinh (CoRR, 2025)

UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking. - Sarfraz Ahmad; Hasan Iqbal; Momina Ahsan; Numaan Naeem; Muhammad Ahsan Riaz Khan; Arham Riaz; Muhammad Arslan Manzoor; Yuxia Wang 003; Preslav Nakov (CoRR, 2025)

FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. - Zhuohan Xie; Dhruv Sahnan; Debopriyo Banerjee; Georgi Georgiev; Rushil Thareja; Hachem Madmoun; Jinyan Su; Aaryamonvikram Singh; Yuxia Wang 003; Rui Xing; Fajri Koto; Haonan Li 002; et al. (CoRR, 2025)

FRaN-X: FRaming and Narratives-eXplorer. - Artur Muratov; Hana Fatima Shaikh; Vanshikaa Jani; Tarek Mahmoud; Zhuohan Xie; Daniil Orel; Aaryamonvikram Singh; Yuxia Wang 003; Aadi Joshi; Hasan Iqbal; Ming Shan Hee; Dhruv Sahnan; et al. (CoRR, 2025)

UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases. - Raj Vardhan Tomar; Preslav Nakov; Yuxia Wang 003 (CoRR, 2025)

MuDRiC: Multi-Dialect Reasoning for Arabic Commonsense Validation. - Kareem Ashraf Elozeiri; Mervat Abassy; Preslav Nakov; Yuxia Wang 003 (CoRR, 2025)

A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA. - Kaiyang Wan; Lang Gao; Honglin Mu; Preslav Nakov; Yuxia Wang 003; Xiuying Chen (CoRR, 2025)