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2023

Using C-LARA to evaluate GPT-4's multilingual processingChatGPT C-LARA-Instance, Belinda Chiera, Cathy Chua, Chadi Raheb, Manny Rayner, Annika Simonsen, Zhengkang Xiang, Rina Zviel-Girshin. acl-alta 2023: 20-29 [doi]

The uncivil empathy: Investigating the relation between empathy and toxicity in online mental health support forumsMing-Bin Chen, Jey Han Lau, Lea Frermann. acl-alta 2023: 136-147 [doi]

Automatic Detection of Machine-Generated Text Using Pre-Trained Language ModelsYunhao Fang. acl-alta 2023: 159-163 [doi]

Predicting Empathic Accuracy from User-Designer InterviewsSteven Nguyen Fataliyev, Daniel Beck, Katja Hölttä-Otto. acl-alta 2023: 125-129 [doi]

MCASP: Multi-Modal Cross Attention Network for Stock Market PredictionKamaladdin Fataliyev, Wei Liu. acl-alta 2023: 67-77 [doi]

A Prompt in the Right Direction: Prompt Based Classification of Machine-Generated Text DetectionRinaldo Gagiano, Lin Tian. acl-alta 2023: 153-158 [doi]

Chat Disentanglement: Data for New Domains and Methods for More Accurate AnnotationSai R. Gouravajhala, Andrew M. Vernier, Yiming Shi, Zihan Li, Mark S. Ackerman, Jonathan K. Kummerfeld. acl-alta 2023: 112-117 [doi]

Encoding Prefixation in Southern MinYishan Huang. acl-alta 2023: 100-106 [doi]

The sub-band cepstrum as a tool for local spectral analysis in forensic voice comparisonShunichi Ishihara, Frantz Clermont. acl-alta 2023: 40-50 [doi]

Feature-Level Ensemble Learning for Robust Synthetic Text Detection with DeBERTaV3 and XLM-RoBERTaSaman Sarker Joy, Tanusree Das Aishi. acl-alta 2023: 169-172 [doi]

BanglaClickBERT: Bangla Clickbait Detection from News Headlines using Domain Adaptive BanglaBERT and MLP TechniquesSaman Sarker Joy, Tanusree Das Aishi, Naima Tahsin Nodi, Annajiat Alim Rasel. acl-alta 2023: 1-10 [doi]

Story Co-telling Dialogue Generation based on Multi-Agent Reinforcement Learning and Story HighlightsYu-Kai Lee, Chia-Hui Chang. acl-alta 2023: 11-19 [doi]

Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical TextJinghui Liu, Anthony Nguyen. acl-alta 2023: 118-124 [doi]

An Ensemble Method Based on the Combination of Transformers with Convolutional Neural Networks to Detect Artificially Generated TextVijini Liyanage, Davide Buscaldi. acl-alta 2023: 107-111 [doi]

CRF-based recognition of invasive fungal infection concepts in CHIFIR clinical reportsYang Meng, Vlada Rozova, Karin Verspoor. acl-alta 2023: 130-135 [doi]

Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated TextDiego Mollá, Haolan Zhan, Xuanli He, Qiongkai Xu. acl-alta 2023: 148-152 [doi]

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, ALTA 2023, Melbourne, Australia, November 29 - December 1, 2023Smaranda Muresan, Vivian Chen, Casey Kenningto, David Vandyke, Nina Dethlefs, Koji Inoue, Erik Ekstedt, Stefan Ulte, editors, Association for Computational Linguistics, 2023. [doi]

Proceedings of the 21st Annual Workshop of the Australasian Language Technology AssociationSmaranda Muresan, Vivian Chen, Casey Kennington, David Vandyke, Nina Dethlefs, Koji Inoue, Erik Ekstedt, Stefan Ultes. acl-alta 2023: [doi]

Exploring Causal Directions through Word Occurrences: Semi-supervised Bayesian Classification FrameworkKing Tao Jason Ng, Diego Mollá. acl-alta 2023: 30-39 [doi]

Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text DetectionDuke Nguyen, Khaing Myat Noe Naing, Aditya Joshi. acl-alta 2023: 173-178 [doi]

Right the docs: Characterising voice dataset documentation practices used in machine learningKathy Reid, Elizabeth T. Williams. acl-alta 2023: 51-66 [doi]

Natural Language Processing for Clinical TextVlada Rozova, Jinghui Liu, Mike Conway. acl-alta 2023: 179-182 [doi]

Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer LearningFilip Rusak, Bevan Koopman, Nathan J. Brown, Kevin Chu, Jinghui Liu, Anthony N. Nguyen. acl-alta 2023: 78-87 [doi]

An Ensemble Based Approach To Detecting LLM-Generated TextsAhmed El Sayed, Omar Nasr. acl-alta 2023: 164-168 [doi]

Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data GenerationHaolan Zhan, Sameen Maruf, Lizhen Qu, Yufei Wang 0003, Ingrid Zukerman, Gholamreza Haffari. acl-alta 2023: 88-99 [doi]

2019

Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLPGaurav Arora, Afshin Rahimi 0001, Timothy Baldwin. acl-alta 2019: 77-86 [doi]

Modelling Tibetan Verbal MorphologyQianji Di, Ekaterina Vylomova, Tim Baldwin. acl-alta 2019: 35-40 [doi]

FindHer: a Filter to Find Women ExpertsGabriela Ferraro, Zoe Piper, Rebecca Hinton. acl-alta 2019: 146-150 [doi]

An Improved Coarse-to-Fine Method for Solving Generation TasksWenyv Guan, Qianying Liu, Guangzhi Han, Bin Wang, Sujian Li. acl-alta 2019: 178-185 [doi]

A Pointer Network Architecture for Context-Dependent Semantic ParsingXuanli He, Quan Hung Tran, Gholamreza Haffari. acl-alta 2019: 94-99 [doi]

CNL-ER: A Controlled Natural Language for Specifying and Verbalising Entity Relationship ModelsBayzid Ashik Hossain, Gayathri Rajan, Rolf Schwitter. acl-alta 2019: 126-135 [doi]

Readability of Twitter Tweets for Second Language LearnersPatrick Jacob, Alexandra L. Uitdenbogerd. acl-alta 2019: 19-27 [doi]

Does Multi-Task Learning Always Help?: An Evaluation on Health InformaticsAditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre. acl-alta 2019: 151-158 [doi]

Domain Adaptation for Low-Resource Neural Semantic ParsingAlvin Kennardi, Gabriela Ferraro, Qing Wang. acl-alta 2019: 87-93 [doi]

Modeling Political Framing Across Policy Issues and ContextsShima Khanehzar, Andrew Turpin, Gosia Mikolajczak. acl-alta 2019: 61-66 [doi]

Improved Document Modelling with a Neural Discourse ParserFajri Koto, Jey Han Lau, Timothy Baldwin. acl-alta 2019: 67-76 [doi]

Towards A Robust Morphological Analyzer for KunwinjkuWilliam Lane, Steven Bird. acl-alta 2019: 1-9 [doi]

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, ALTA 2019, Sydney, Australia, December 4-6, 2019Meladel Mistica, Massimo Piccardi, Andrew MacKinlay, editors, Australasian Language Technology Association, 2019. [doi]

Overview of the 2019 ALTA Shared Task: Sarcasm Target IdentificationDiego Molla, Aditya Joshi. acl-alta 2019: 192-196 [doi]

Neural Versus Non-Neural Text Simplification: A Case StudyIslam Nassar, Michelle Ananda-Rajah, Gholamreza Haffari. acl-alta 2019: 172-177 [doi]

A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsingDat Quoc Nguyen. acl-alta 2019: 28-34 [doi]

Measuring English Readability for Vietnamese SpeakersPhuoc Nguyen, Alexandra L. Uitdenbogerd. acl-alta 2019: 136-145 [doi]

Investigating the Effect of Lexical Segmentation in Transformer-based Models on Medical DatasetsVincent Nguyen, Sarvnaz Karimi, Zhenchang Xing. acl-alta 2019: 165-171 [doi]

Detecting Target of Sarcasm using Ensemble MethodsPradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra, David M. Eyers. acl-alta 2019: 197-203 [doi]

A multi-constraint structured hinge loss for named-entity recognitionHanieh Poostchi, Massimo Piccardi. acl-alta 2019: 41-46 [doi]

A string-to-graph constructive alignment algorithm for discrete and probabilistic language modelingAndrey Shcherbakov, Ekaterina Vylomova. acl-alta 2019: 186-191 [doi]

Feature-guided Neural Model Training for Supervised Document Representation LearningAili Shen, Bahar Salehi, Jianzhong Qi 0001, Timothy Baldwin. acl-alta 2019: 47-51 [doi]

Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence ClassificationConnor Stead, Stephen Smith, Peter Busch, Savanid Vatanasakdakul. acl-alta 2019: 120-125 [doi]

Red-faced ROUGE: Examining the Suitability of ROUGE for Opinion Summary EvaluationWenyi Tay, Aditya Joshi, Xiuzhen Zhang, Sarvnaz Karimi, Stephen Wan 0001. acl-alta 2019: 52-60 [doi]

Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep LearningThanh Vu, Anthony Nguyen, Nathan Brown, James Hughes. acl-alta 2019: 111-119 [doi]

From Shakespeare to Li-Bai: Adapting a Sonnet Model to Chinese PoetryZhuohan Xie, Jey Han Lau, Trevor Cohn. acl-alta 2019: 10-18 [doi]

Difficulty-aware Distractor Generation for Gap-Fill ItemsChak Yan Yeung, John Lee, Benjamin K. Tsou. acl-alta 2019: 159-164 [doi]

Detecting Chemical Reactions in PatentsHiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Timothy Baldwin, Karin Verspoor. acl-alta 2019: 100-110 [doi]

2018

Classifying Patent Applications with Ensemble MethodsFernando Benites, Shervin Malmasi, Marcos Zampieri. acl-alta 2018: 89-92 [doi]

Development of Natural Language Processing Tools for Cook Islands MāoriRolando Coto-Solano, Sally Akevai Nicholas, Samantha Wray. acl-alta 2018: 26-33 [doi]

Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain AdaptationXuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari. acl-alta 2018: 61-65 [doi]

Universal Language Model Fine-tuning for Patent ClassificationJason Hepburn. acl-alta 2018: 93-96 [doi]

Improved Neural Machine Translation using Side InformationCong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn. acl-alta 2018: 6-16 [doi]

Extracting structured data from invoicesXavier Holt, Andrew Chisholm. acl-alta 2018: 53-59 [doi]

Specifying Conceptual Models Using Restricted Natural LanguageBayzid Ashik Hossain, Rolf Schwitter. acl-alta 2018: 44-52 [doi]

Proceedings of the Australasian Language Technology Association Workshop 2018, Dunedin, New Zealand, ALTA 2018, December 10-12, 2018Sunghwan Mac Kim, Xiuzhen (Jenny) Zhang, editors, 2018. [doi]

Towards Efficient Machine Translation Evaluation by Modelling AnnotatorsNitika Mathur, Timothy Baldwin, Trevor Cohn. acl-alta 2018: 77-82 [doi]

Overview of the 2018 ALTA Shared Task: Classifying Patent ApplicationsDiego Mollá, Dilesha Seneviratne. acl-alta 2018: 84-88 [doi]

A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword ExpressionsNavnita Nandakumar, Bahar Salehi, Timothy Baldwin. acl-alta 2018: 71-76 [doi]

Cluster Labeling by Word Embeddings and WordNet's HypernymyHanieh Poostchi, Massimo Piccardi. acl-alta 2018: 66-70 [doi]

Text-dependent Forensic Voice Comparison: Likelihood Ratio Estimation with the Hidden Markov Model (HMM) and Gaussian Mixture ModelSatoru Tsuge, Shunichi Ishihara. acl-alta 2018: 17-25 [doi]

Unsupervised Mining of Analogical Frames by Constraint SatisfactionLance De Vine, Shlomo Geva, Peter Bruza. acl-alta 2018: 34-43 [doi]

2017

Improving End-to-End Memory Networks with Unified Weight TyingFei Liu 0023, Trevor Cohn, Timothy Baldwin. acl-alta 2017: 16-24 [doi]

Phonemic Transcription of Low-Resource Tonal LanguagesOliver Adams, Trevor Cohn, Graham Neubig, Alexis Michaud. acl-alta 2017: 53-60 [doi]

Overview of the 2017 ALTA Shared Task: Correcting OCR ErrorsDiego Mollá Aliod, Steve Cassidy. acl-alta 2017: 115-118 [doi]

Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive SummarisationDiego Mollá Aliod. acl-alta 2017: 103-107 [doi]

Automatic Negation and Speculation Detection in Veterinary Clinical TextKatherine Cheng, Timothy Baldwin, Karin Verspoor. acl-alta 2017: 70-78 [doi]

Medication and Adverse Event Extraction from Noisy TextXiang Dai, Sarvnaz Karimi, Cécile Paris. acl-alta 2017: 79-87 [doi]

Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based TradingLeonardo dos Santos Pinheiro, Mark Dras. acl-alta 2017: 6-15 [doi]

On Extending Neural Networks with Loss Ensembles for Text ClassificationHamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi. acl-alta 2017: 98-102 [doi]

A Comparative Study of Two Statistical Modelling Approaches for Estimating Multivariate Likelihood Ratios in Forensic Voice ComparisonShunichi Ishihara. acl-alta 2017: 61-69 [doi]

OCR Post-Processing Text Correction using Simulated Annealing (OPTeCA)Gitansh Khirbat. acl-alta 2017: 119-123 [doi]

Incremental Knowledge Acquisition Approach for Information Extraction on both Semi-Structured and Unstructured Text from the Open Domain WebMaria Myung Hee Kim. acl-alta 2017: 88-96 [doi]

Leveraging Linguistic Resources for Improving Neural Text ClassificationMing Liu, Gholamreza Haffari, Wray L. Buntine, Michelle Ananda-Rajah. acl-alta 2017: 34-42 [doi]

From Word Segmentation to POS Tagging for VietnameseDat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson. acl-alta 2017: 108-113 [doi]

A Hybrid Model for Quality Assessment of Wikipedia ArticlesAili Shen, Jianzhong Qi, Timothy Baldwin. acl-alta 2017: 43-52 [doi]

Joint Sentence-Document Model for Manifesto Text AnalysisShivashankar Subramanian, Trevor Cohn, Timothy Baldwin, Julian Brooke. acl-alta 2017: 25-33 [doi]

SuperOCR for ALTA 2017 Shared TaskYufei Wang. acl-alta 2017: 124-128 [doi]

Proceedings of the Australasian Language Technology Association Workshop, ALTA 2017, Brisbane, Australia, December 6-8, 2017Jojo Sze-Meng Wong, Gholamreza Haffari, editors, 2017. [doi]

2016

Syndromic Surveillance through Measuring Lexical Shift in Emergency Department Chief Complaint TextsHafsah Aamer, Bahadorreza Ofoghi, Karin Verspoor. acl-alta 2016: 45-53 [doi]

ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation ExtractionNagesh Panyam Chandrasekarasastry, Karin Verspoor, Trevor Cohn, Rao Kotagiri. acl-alta 2016: 65-73 [doi]

Overview of the 2016 ALTA Shared Task: Cross-KB CoreferenceAndrew Chisholm, Ben Hachey, Diego Mollá. acl-alta 2016: 161-164 [doi]

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5 - 7, 2016Trevor Cohn, editor, 2016. [doi]

Evaluation of Medical Concept Annotation Systems on Clinical RecordsHamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman. acl-alta 2016: 15-24 [doi]

Improving Neural Translation Models with Linguistic FactorsCong Duy Vu Hoang, Reza Haffari, Trevor Cohn. acl-alta 2016: 7-14 [doi]

Presenting a New Dataset for the Timeline Generation ProblemXavier Holt, Will Radford, Ben Hachey. acl-alta 2016: 155-159 [doi]

Syndromic Surveillance using Generic Medical Entities on TwitterPin Huang, Andrew MacKinlay, Antonio Jimeno-Yepes. acl-alta 2016: 35-44 [doi]

An Effect of Background Population Sample Size on the Performance of a Likelihood Ratio-based Forensic Text Comparison System: A Monte Carlo Simulation with Gaussian Mixture ModelShunichi Ishihara. acl-alta 2016: 113-121 [doi]

NER for Medical Entities in Twitter using Sequence to Sequence Neural NetworksAntonio Jimeno-Yepes, Andrew MacKinlay. acl-alta 2016: 138-142 [doi]

How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English LiteratureAditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, Mark James Carman, Meghna Singh, Jaya Saraswati, Rajita Shukla. acl-alta 2016: 123-127 [doi]

The Benefits of Word Embeddings Features for Active Learning in Clinical Information ExtractionMahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen. acl-alta 2016: 25-34 [doi]

Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction ModelsZhuang Li, Lizhen Qu, Qiongkai Xu, Mark Johnson. acl-alta 2016: 54-64 [doi]

Phonotactic Modeling of Extremely Low Resource LanguagesAndrei Shcherbakov, Ekaterina Vylomova, Nick Thieberger. acl-alta 2016: 84-93 [doi]

Filter and Match Approach to Pair-wise Web URI LinkingS. Shivashankar, Yitong Li, Afshin Rahimi. acl-alta 2016: 170-174 [doi]

Pairwise FastText Classifier for Entity DisambiguationCheng Yu, Bing Chu, Rohit Ram, James Aichinger, Lizhen Qu, Hanna Suominen. acl-alta 2016: 175-179 [doi]

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