Accepted Papers
Long Papers
Education and Data Visualisation
- Do LLMs Generate Creative and Visually Accessible Data Visualizations?
Clarissa Miranda-Pena, Andrew Reeson, Cecile Paris, Josiah Poon, Jonathan K. Kummerfeld - A Closer Look at Tool-based Logical Reasoning with LLMs: The Choice of Tool Matters
Long Hei Matthew Lam, Ramya Keerthy Thatikonda, Ehsan Shareghi
Multilingual NLP and Low-Resource Language Processing
- Generating bilingual example sentences with large language models as lexicography assistants
Raphael Merx, Ekaterina Vylomova, Kemal Kurniawan
Advances in NLP Models and Techniques
- Generating bilingual example sentences with large language models as lexicography assistants
Michael Lambropoulos, Shunichi Ishihara - GenABSA-Vec: Generative Aspect-Based Sentiment Feature Vectorization for Document-Level Sentiment Classification
Liu Minkang, JASY SUET YAN LIEW - MoDEM: Mixture of Domain Expert Models
Toby Simonds, Jey Han Lau, Kemal Kurniawan - Advancing Community Directories: Leveraging LLMs for Automated Extraction in MARC Standard Venue Availability Notes
Mostafa Didar Mahdi, Thushari Atapattu, Menasha Thilakaratne
Ethical Considerations and Social Media Analysis
- Which Side Are You On? Investigating Politico-Economic Bias in Nepali Language Models
Surendrabikram Thapa, Kritesh Rauniyar, Ehsan Barkhordar, Hariram Veeramani, Usman Naseem - Lesser the Shots, Higher the Hallucinations: Exploration of Genetic Information Extraction using Generative Large Language Models
Milindi Kodikara, Karin Verspoor - Simultaneous Machine Translation with Large Language Models
Minghan Wang, Thuy-Trang Vu, Jinming Zhao, Fatemeh Shiri, Ehsan Shareghi, Reza Haf
Short Papers
Healthcare, Biomedical, and Legal Applications
- Rephrasing Electronic Health Records for Pretraining Clinical Language Models
Jinghui Liu, Anthony Nguyen - Breaking the Silence: How Online Forums Address Lung Cancer Stigma and Offer Support
Jiahe Liu, Mike Conway, Daniel Cabrera Lozoya - L.E.G.A.L. (Leveraging Expert Guidance for AI in Law): A RAG-Based System for Legal Document Navigation
Hui Chia, Geordie Z. Zhang, Daniel Russo-Batterham, Kabir Manandhar Shrestha, Uy Thinh Quang, Zeyu Wang
Multilingual NLP and Low-Resource Language Processing
- “Is Hate Lost in Translation?”: A Case Study of Multilingual LGBTQIA+ Hate Speech Detection
Fai Leui Chan, Duke Nguyen, Aditya Joshi - Comparison of Multilingual and Bilingual Models for Satirical News Detection of Arabic and English
Omar W. Abdalla, Aditya Joshi, Rahat Masood, Salil S. Kanhere
Ethical Considerations and Social Media Analysis
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Personality Profiling: How informative are social media profiles in predicting personal information?
Joshua Watt, Lewis Mitchell -
Truth in the Noise: Unveiling Authentic Dementia Self-Disclosure Statements in Social Media with LLMs
Daniel Cabrera Lozoya, Jude P Mikal, Yun Leng Wong, Laura S Hemmy, Mike Conway
Abstracts
Education and Data Visualisation
- Can LLMs be Effective in-class Tutors?
Sebastian Kobler, Jonathan K. Kummerfeld - Creating a Real-world Benchmark for Text-to-Vis
Hy Nguyen, Andrew Reeson, Cecile Paris, Josiah Poon, Jonathan K. Kummerfeld
Healthcare, Biomedical, and Legal Applications
- Enhancing Clinical Coding through Interactive Machine Learning
Yidong Gan, Maciej Rybinski, Jonathan K. Kummerfeld
Advances in NLP Models and Techniques
- Comparing Plausibility Estimates in Base and Instruction-Tuned Large Language Models
Carina Kauf, Emmanuele Chersoni, Alessandro Lenci, Evelina Fedorenko, Anna A Ivanova
Shared Task
- 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 - Advancing LLM detection in the ALTA 2024 Shared Task: Techniques and Analysis
Dima Galat - Simple models are all you need: Ensembling stylometric, part-of-speech, and information-theoretic models for the ALTA 2024 Shared Task
Joel Thomas, Gia Bao Hoang and Lewis Mitchell
Please inform us via workshop@alta.asn.au if there are any issues with paper details.