📰 ALTA 2021: all accepted papers

26 papers · the most cited first · ← ALTA 2021

1. An Approach to the Frugal Use of Human Annotators to Scale up Auto-coding for Text Classification Tasks ↗Li'An Chen, Hanna Suominen
2. An Ensemble Model for Automatic Grading of Evidence ↗Yuting Guo, Yao Ge, Ruqi Liao et al.
3. Automatic Post-Editing for Vietnamese ↗Thanh Vu, Dai Quoc Nguyen
4. BERT's The Word : Sarcasm Target Detection using BERTPradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra et al.our summary
5. Combining Shallow and Deep Representations for Text-Pair Classification ↗Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing
6. Cross-Domain Language Modeling: An Empirical Investigation ↗Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski et al.
7. Curriculum Learning Effectively Improves Low Data VQA ↗Narjes Askarian, Ehsan Abbasnejad, Ingrid Zukerman et al.
8. Document Level Hierarchical Transformer ↗Najam Zaidi, Trevor Cohn, Gholamreza Haffari
9. Does QA-based intermediate training help fine-tuning language models for text classification? ↗Shiwei Zhang, Xiuzhen Zhang
10. Evaluating Hierarchical Document Categorisation ↗Qian Sun, Aili Shen, Hiyori Yoshikawa et al.
11. Evaluation of Review Summaries via Question-Answering ↗Nannan Huang, Xiuzhen Zhang
12. Exploring Story Generation with Multi-task Objectives in Variational Autoencoders ↗Zhuohan Xie, Jey Han Lau, Trevor Cohn
13. Exploring the Vulnerability of Natural Language Processing Models via Universal Adversarial Texts ↗Xinzhe Li, Ming Liu, Xingjun Ma et al.
14. Findings on Conversation Disentanglement ↗Rongxin Zhu, Jey Han Lau, Jianzhong Qi
15. Generating and Modifying Natural Language Explanations ↗Abdus Salam, Rolf Schwitter, Mehmet Orgun
16. Handling Variance of Pretrained Language Models in Grading Evidence in the Medical Literature ↗Fajri Koto, Biaoyan Fang
17. Harnessing Privileged Information for Hyperbole Detection ↗Rhys Biddle, Maciek Rybinski, Qian Li et al.
18. Multi-modal Intent Classification for Assistive Robots with Large-scale Naturalistic Datasets ↗Karun Varghese Mathew, Venkata S Aditya Tarigoppula, Lea Frermann
19. Overview of the 2021 ALTA Shared Task: Automatic Grading of Evidence, 10 years later ↗Diego Mollá
20. Phone Based Keyword Spotting for Transcribing Very Low Resource Languages ↗Eric Le Ferrand, Steven Bird, Laurent Besacier
21. Principled Analysis of Energy Discourse across Domains with Thesaurus-based Automatic Topic Labeling ↗Thomas Scelsi, Alfonso Martinez Arranz, Lea Frermann
22. Quick, get me a Dr. BERT: Automatic Grading of Evidence using Transfer Learning ↗Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra et al.
23. Retrodiction as Delayed Recurrence: the Case of Adjectives in Italian and English ↗Raquel G. Alhama, Francesca Zermiani, Atiqah Khaliq
24. Robustness Analysis of Grover for Machine-Generated News Detection ↗Rinaldo Gagiano, Maria Myung-Hee Kim, Xiuzhen Zhang et al.
25. Using Discourse Structure to Differentiate Focus Entities from Background Entities in Scientific Literature ↗Antonio Jimeno Yepes, Ameer Albahem, Karin Verspoor
26. Using Word Embeddings to Quantify Ethnic Stereotypes in 12 years of Spanish News ↗Danielly Sorato, Diana Zavala-Rojas, Maria del Carme Colominas Ventura

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