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ORCIDTimothy Baldwin
Tim Baldwin
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- affiliation: Mohamed bin Zayed University of Artificial Intelligence, UAE
- affiliation: University of Melbourne, School of Computing and Information Systems, Australia
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2020 – today
- 2024
[c315]Yuxia Wang, Zenan Zhai, Haonan Li, Xudong Han, Shom Lin, Zhenxuan Zhang, Angela Zhao, Preslav Nakov, Timothy Baldwin:
A Chinese Dataset for Evaluating the Safeguards in Large Language Models. ACL (Findings) 2024: 3106-3119- [c314]Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov, Timothy Baldwin:
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic. ACL (Findings) 2024: 5622-5640 - [c313]Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov:
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. ACL (Findings) 2024: 9367-9385 - [c312]Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin:
CMMLU: Measuring massive multitask language understanding in Chinese. ACL (Findings) 2024: 11260-11285 - [c311]Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida, Yohei Oseki, Ted Briscoe, Timothy Baldwin:
Emergent Word Order Universals from Cognitively-Motivated Language Models. ACL (1) 2024: 14522-14543 - [c310]Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin:
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. EACL (1) 2024: 298-320 - [c309]Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin:
Do-Not-Answer: Evaluating Safeguards in LLMs. EACL (Findings) 2024: 896-911 - [c308]Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin:
Psychometric Predictive Power of Large Language Models. NAACL-HLT (Findings) 2024: 1983-2005 - [c307]Chen Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych:
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. NAACL-HLT 2024: 2016-2039 - [c306]Thinh Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin:
Revisiting subword tokenization: A case study on affixal negation in large language models. NAACL-HLT 2024: 5082-5095 - [i112]Haonan Li, Martin Tomko, Timothy Baldwin:
Location Aware Modular Biencoder for Tourism Question Answering. CoRR abs/2401.02187 (2024) - [i111]Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin:
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing. CoRR abs/2401.08511 (2024) - [i110]Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki, Timothy Baldwin:
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting. CoRR abs/2401.15585 (2024) - [i109]Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin:
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. CoRR abs/2402.02113 (2024) - [i108]Renxi Wang, Haonan Li, Xudong Han, Yixuan Zhang, Timothy Baldwin:
Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents. CoRR abs/2402.11651 (2024) - [i107]Yuxia Wang, Zenan Zhai, Haonan Li, Xudong Han, Lizhi Lin, Zhenxuan Zhang, Jingru Zhao, Preslav Nakov, Timothy Baldwin:
A Chinese Dataset for Evaluating the Safeguards in Large Language Models. CoRR abs/2402.12193 (2024) - [i106]Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida, Yohei Oseki, Ted Briscoe, Timothy Baldwin:
Emergent Word Order Universals from Cognitively-Motivated Language Models. CoRR abs/2402.12363 (2024) - [i105]Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov, Timothy Baldwin:
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic. CoRR abs/2402.12840 (2024) - [i104]Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman H. Khan, Timothy Baldwin, Hisham Cholakkal:
BiMediX: Bilingual Medical Mixture of Experts LLM. CoRR abs/2402.13253 (2024) - [i103]Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin:
Eagle: Ethical Dataset Given from Real Interactions. CoRR abs/2402.14258 (2024) - [i102]Muhammad Maaz, Hanoona Abdul Rasheed, Abdelrahman M. Shaker, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Tim Baldwin, Michael Felsberg, Fahad Shahbaz Khan:
PALO: A Polyglot Large Multimodal Model for 5B People. CoRR abs/2402.14818 (2024) - [i101]Omkar Thawakar, Ashmal Vayani, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Michael Felsberg, Tim Baldwin, Eric P. Xing, Fahad Shahbaz Khan:
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT. CoRR abs/2402.16840 (2024) - [i100]Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov:
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. CoRR abs/2403.04696 (2024) - [i99]Masahiro Kaneko, Timothy Baldwin:
A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish. CoRR abs/2403.16139 (2024) - [i98]Lizhi Lin, Honglin Mu, Zenan Zhai, Minghan Wang, Yuxia Wang, Renxi Wang, Junjie Gao, Yixuan Zhang, Wanxiang Che, Timothy Baldwin, Xudong Han, Haonan Li:
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. CoRR abs/2404.00629 (2024) - [i97]Fajri Koto, Rahmad Mahendra, Nurul Aisyah, Timothy Baldwin:
IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces. CoRR abs/2404.01854 (2024) - [i96]Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin:
Revisiting subword tokenization: A case study on affixal negation in large language models. CoRR abs/2404.02421 (2024) - [i95]Rui Xing, Timothy Baldwin, Jey Han Lau:
Evaluating Transparency of Machine Generated Fact Checking Explanations. CoRR abs/2406.12645 (2024) - [i94]Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Akim Tsvigun, Daniil Vasilev, Rui Xing, Abdelrahman Boda Sadallah, Lyudmila Rvanova, Sergey Petrakov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov:
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. CoRR abs/2406.15627 (2024) - [i93]Sukmin Yun, Haokun Lin, Rusiru Thushara, Mohammad Qazim Bhat, Yongxin Wang, Zutao Jiang, Mingkai Deng, Jinhong Wang, Tianhua Tao, Junbo Li, Haonan Li, Preslav Nakov, Timothy Baldwin, Zhengzhong Liu, Eric P. Xing, Xiaodan Liang, Zhiqiang Shen:
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs. CoRR abs/2406.20098 (2024) - [i92]Gleb Kuzmin, Nemeesh Yadav, Ivan V. Smirnov, Timothy Baldwin, Artem Shelmanov:
Inference-Time Selective Debiasing. CoRR abs/2407.19345 (2024) - [i91]Kemal Kurniawan, Meladel Mistica, Timothy Baldwin, Jey Han Lau:
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction. CoRR abs/2408.02257 (2024) - 2023
- [j37]Martin Saint-Jalmes
, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey:
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis. NeuroImage 278: 120279 (2023) - [j36]Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin, Karin Verspoor:
Collective Human Opinions in Semantic Textual Similarity. Trans. Assoc. Comput. Linguistics 11: 997-1013 (2023) - [j35]Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin:
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(3): 79:1-79:19 (2023) - [c305]Takashi Wada, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau:
Unsupervised Paraphrasing of Multiword Expressions. ACL (Findings) 2023: 4732-4746 - [c304]Sayantan Dasgupta, Trevor Cohn, Timothy Baldwin:
Cost-effective Distillation of Large Language Models. ACL (Findings) 2023: 7346-7354 - [c303]Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. ACL (Findings) 2023: 13745-13818 - [c302]Simon Suster, Timothy Baldwin, Karin Verspoor:
Promoting Fairness in Classification of Quality of Medical Evidence. BioNLP@ACL 2023: 413-426 - [c301]Xudong Han, Timothy Baldwin, Trevor Cohn:
Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. EACL 2023: 297-312 - [c300]Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
LM-Polygraph: Uncertainty Estimation for Language Models. EMNLP (Demos) 2023: 446-461 - [c299]Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann:
More than Votes? Voting and Language based Partisanship in the US Supreme Court. EMNLP (Findings) 2023: 4604-4614 - [c298]Yichen Huang, Timothy Baldwin:
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks. EMNLP (Findings) 2023: 5126-5135 - [c297]Takashi Wada, Timothy Baldwin, Jey Han Lau:
Unsupervised Lexical Simplification with Context Augmentation. EMNLP (Findings) 2023: 9368-9379 - [c296]Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin:
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU. EMNLP 2023: 12359-12374 - [c295]Xudong Han, Timothy Baldwin, Trevor Cohn:
Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation. ICLR 2023 - [c294]Haonan Li, Martin Tomko, Timothy Baldwin:
Location Aware Modular Biencoder for Tourism Question Answering. IJCNLP (Findings) 2023: 95-109 - [c293]Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann:
It's not only What You Say, It's also Who It's Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom. IJCNLP (2) 2023: 197-207 - [c292]Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin:
Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP (1) 2023: 744-770 - [c291]Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn:
Language models are not naysayers: an analysis of language models on negation benchmarks. *SEM@ACL 2023: 101-114 - [i90]Xudong Han, Timothy Baldwin, Trevor Cohn:
Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. CoRR abs/2302.05711 (2023) - [i89]Haonan Li, Fajri Koto, Minghao Wu, Alham Fikri Aji, Timothy Baldwin:
Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation. CoRR abs/2305.15011 (2023) - [i88]Takashi Wada, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau:
Unsupervised Paraphrasing of Multiword Expressions. CoRR abs/2306.01443 (2023) - [i87]Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn:
Language models are not naysayers: An analysis of language models on negation benchmarks. CoRR abs/2306.08189 (2023) - [i86]Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin:
CMMLU: Measuring massive multitask language understanding in Chinese. CoRR abs/2306.09212 (2023) - [i85]Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin, Karin Verspoor:
Collective Human Opinions in Semantic Textual Similarity. CoRR abs/2308.04114 (2023) - [i84]Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin:
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs. CoRR abs/2308.13387 (2023) - [i83]Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Satheesh Katipomu, Haonan Li, Fajri Koto, Osama Mohammed Afzal, Samta Kamboj, Onkar Pandit, Rahul Pal, Lalit Pradhan, Zain Muhammad Mujahid, Massa Baali, Alham Fikri Aji, Zhengzhong Liu, Andy Hock, Andrew Feldman, Jonathan Lee, Andrew Jackson, Preslav Nakov, Timothy Baldwin, Eric P. Xing:
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models. CoRR abs/2308.16149 (2023) - [i82]Gisela Vallejo, Timothy Baldwin, Lea Frermann:
Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing. CoRR abs/2309.08069 (2023) - [i81]Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych:
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. CoRR abs/2309.08591 (2023) - [i80]Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin:
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU. CoRR abs/2310.04928 (2023) - [i79]Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David P. A. Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Y. Halevy, Eduard H. Hovy, Heng Ji, Filippo Menczer, Rubén Míguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni:
Factuality Challenges in the Era of Large Language Models. CoRR abs/2310.05189 (2023) - [i78]Takashi Wada, Timothy Baldwin, Jey Han Lau:
Unsupervised Lexical Simplification with Context Augmentation. CoRR abs/2311.00310 (2023) - [i77]Yichen Huang, Timothy Baldwin:
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks. CoRR abs/2311.00508 (2023) - [i76]Jinrui Yang, Timothy Baldwin, Trevor Cohn:
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval. CoRR abs/2311.01870 (2023) - [i75]Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
LM-Polygraph: Uncertainty Estimation for Language Models. CoRR abs/2311.07383 (2023) - [i74]Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin:
Psychometric Predictive Power of Large Language Models. CoRR abs/2311.07484 (2023) - [i73]Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing:
LLM360: Towards Fully Transparent Open-Source LLMs. CoRR abs/2312.06550 (2023) - [i72]Timothy Baldwin, William Croft, Joakim Nivre, Agata Savary, Sara Stymne, Ekaterina Vylomova:
Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 23191). Dagstuhl Reports 13(5): 22-70 (2023) - 2022
- [j34]Fajri Koto, Timothy Baldwin, Jey Han Lau:
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization. J. Artif. Intell. Res. 73 (2022) - [j33]Yuxia Wang, Daniel Beck, Karin Verspoor, Timothy Baldwin:
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression. Trans. Assoc. Comput. Linguistics 10: 680-696 (2022) - [c290]Bryn Jeffries, Timothy Baldwin, Marion Zalk:
Online Examinations in a Large Australian CS1 Course. ACE 2022: 20-26 - [c289]Biaoyan Fang, Timothy Baldwin, Karin Verspoor:
What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text. ACL (Findings) 2022: 3481-3495 - [c288]Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Jey Han Lau:
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature. ACL (1) 2022: 5098-5111 - [c287]Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder:
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. ACL (1) 2022: 7226-7249 - [c286]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor:
Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. CLEF 2022: 521-540 - [c285]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Kojiro Machi, Masaharu Yoshioka, Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae, Darshini Mahendran, Christina Tang, Bridget T. McInnes, Timothy Baldwin, Karin Verspoor:
Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. CLEF (Working Notes) 2022: 758-781 - [c284]Yulia Otmakhova, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau:
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. SDP@COLING 2022: 181-187 - [c283]Fajri Koto, Timothy Baldwin, Jey Han Lau:
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization. COLING 2022: 3427-3437 - [c282]Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau:
Unsupervised Lexical Substitution with Decontextualised Embeddings. COLING 2022: 4172-4185 - [c281]Yuxia Wang, Timothy Baldwin, Karin Verspoor:
Noisy Label Regularisation for Textual Regression. COLING 2022: 4228-4240 - [c280]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zenan Zhai, Zubair Afzal, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. ECIR (2) 2022: 400-407 - [c279]Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn:
FairLib: A Unified Framework for Assessing and Improving Fairness. EMNLP (Demos) 2022: 60-71 - [c278]Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Antonio Jimeno-Yepes, Jey Han Lau:
M3: Multi-level dataset for Multi-document summarisation of Medical studies. EMNLP (Findings) 2022: 3887-3901 - [c277]Xudong Han, Timothy Baldwin, Trevor Cohn:
Balancing out Bias: Achieving Fairness Through Balanced Training. EMNLP 2022: 11335-11350 - [c276]Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Systematic Evaluation of Predictive Fairness. AACL/IJCNLP (1) 2022: 68-81 - [c275]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Does Representational Fairness Imply Empirical Fairness? AACL/IJCNLP (Findings) 2022: 81-95 - [c274]Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau, Karin Verspoor:
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. AACL/IJCNLP (1) 2022: 883-894 - [c273]Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
CULG: Commercial Universal Language Generation. NAACL-HLT (Industry Papers) 2022: 112-120 - [c272]Haonan Li, Martin Tomko, Maria Vasardani, Timothy Baldwin:
MultiSpanQA: A Dataset for Multi-Span Question Answering. NAACL-HLT 2022: 1250-1260 - [c271]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Optimising Equal Opportunity Fairness in Model Training. NAACL-HLT 2022: 4073-4084 - [c270]Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor:
Improving negation detection with negation-focused pre-training. NAACL-HLT 2022: 4188-4193 - [i71]Thinh Hung Truong, Yulia Otmakhova, Rahmad Mahendra, Timothy Baldwin, Jey Han Lau, Trevor Cohn, Lawrence Cavedon, Damiano Spina, Karin Verspoor:
ITTC @ TREC 2021 Clinical Trials Track. CoRR abs/2202.07858 (2022) - [i70]Xudong Han, Timothy Baldwin, Trevor Cohn:
Towards Equal Opportunity Fairness through Adversarial Learning. CoRR abs/2203.06317 (2022) - [i69]Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder:
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. CoRR abs/2203.13357 (2022) - [i68]Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn:
fairlib: A Unified Framework for Assessing and Improving Classification Fairness. CoRR abs/2205.01876 (2022) - [i67]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Optimising Equal Opportunity Fairness in Model Training. CoRR abs/2205.02393 (2022) - [i66]Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor:
Improving negation detection with negation-focused pre-training. CoRR abs/2205.04012 (2022) - [i65]Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau, Rico Sennrich, Sebastian Ruder:
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. CoRR abs/2205.15960 (2022) - [i64]Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau:
Unsupervised Lexical Substitution with Decontextualised Embeddings. CoRR abs/2209.08236 (2022) - [i63]Yulia Otmakhova, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau:
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. CoRR abs/2209.08698 (2022) - [i62]Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau, Karin Verspoor:
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. CoRR abs/2210.03256 (2022) - [i61]Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Systematic Evaluation of Predictive Fairness. CoRR abs/2210.08758 (2022) - [i60]Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Fajri Koto, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Ivan Halim Parmonangan, Ika Alfina, Muhammad Satrio Wicaksono, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Pascale Fung, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. CoRR abs/2212.09648 (2022) - 2021
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