---
title: "ALTA 2021 — all accepted papers with summaries and citations"
description: "All 26 papers of ALTA 2021, the most cited first; those with our summary link to it. Among them: An Approach to the Frugal Use of Human…"
canonical: "https://research.elamur.ai/free/en/venues/alta/2021/papers/"
---
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# ALTA 2021: all accepted papers

26 papers · the most cited first · [← ALTA 2021](https://md.research.elamur.ai/free/en/venues/alta/2021/)

1. **[An Approach to the Frugal Use of Human Annotators to Scale up Auto-coding for Text Classification Tasks ↗](https://aclanthology.org/2021.alta-1.2/)**Li'An Chen, Hanna Suominen
2. **[An Ensemble Model for Automatic Grading of Evidence ↗](https://aclanthology.org/2021.alta-1.25/)**Yuting Guo, Yao Ge, Ruqi Liao et al.
3. **[Automatic Post-Editing for Vietnamese ↗](https://aclanthology.org/2021.alta-1.18/)**Thanh Vu, Dai Quoc Nguyen
4. **[BERT's The Word : Sarcasm Target Detection using BERT](https://md.research.elamur.ai/free/en/papers/parameswaran-2021-bert-s-word-sarcasm-target/)**Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra et al.*our summary*
5. **[Combining Shallow and Deep Representations for Text-Pair Classification ↗](https://aclanthology.org/2021.alta-1.7/)**Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing
6. **[Cross-Domain Language Modeling: An Empirical Investigation ↗](https://aclanthology.org/2021.alta-1.22/)**Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski et al.
7. **[Curriculum Learning Effectively Improves Low Data VQA ↗](https://aclanthology.org/2021.alta-1.3/)**Narjes Askarian, Ehsan Abbasnejad, Ingrid Zukerman et al.
8. **[Document Level Hierarchical Transformer ↗](https://aclanthology.org/2021.alta-1.13/)**Najam Zaidi, Trevor Cohn, Gholamreza Haffari
9. **[Does QA-based intermediate training help fine-tuning language models for text classification? ↗](https://aclanthology.org/2021.alta-1.16/)**Shiwei Zhang, Xiuzhen Zhang
10. **[Evaluating Hierarchical Document Categorisation ↗](https://aclanthology.org/2021.alta-1.20/)**Qian Sun, Aili Shen, Hiyori Yoshikawa et al.
11. **[Evaluation of Review Summaries via Question-Answering ↗](https://aclanthology.org/2021.alta-1.9/)**Nannan Huang, Xiuzhen Zhang
12. **[Exploring Story Generation with Multi-task Objectives in Variational Autoencoders ↗](https://aclanthology.org/2021.alta-1.10/)**Zhuohan Xie, Jey Han Lau, Trevor Cohn
13. **[Exploring the Vulnerability of Natural Language Processing Models via Universal Adversarial Texts ↗](https://aclanthology.org/2021.alta-1.14/)**Xinzhe Li, Ming Liu, Xingjun Ma et al.
14. **[Findings on Conversation Disentanglement ↗](https://aclanthology.org/2021.alta-1.1/)**Rongxin Zhu, Jey Han Lau, Jianzhong Qi
15. **[Generating and Modifying Natural Language Explanations ↗](https://aclanthology.org/2021.alta-1.15/)**Abdus Salam, Rolf Schwitter, Mehmet Orgun
16. **[Handling Variance of Pretrained Language Models in Grading Evidence in the Medical Literature ↗](https://aclanthology.org/2021.alta-1.26/)**Fajri Koto, Biaoyan Fang
17. **[Harnessing Privileged Information for Hyperbole Detection ↗](https://aclanthology.org/2021.alta-1.6/)**Rhys Biddle, Maciek Rybinski, Qian Li et al.
18. **[Multi-modal Intent Classification for Assistive Robots with Large-scale Naturalistic Datasets ↗](https://aclanthology.org/2021.alta-1.5/)**Karun Varghese Mathew, Venkata S Aditya Tarigoppula, Lea Frermann
19. **[Overview of the 2021 ALTA Shared Task: Automatic Grading of Evidence, 10 years later ↗](https://aclanthology.org/2021.alta-1.23/)**Diego Mollá
20. **[Phone Based Keyword Spotting for Transcribing Very Low Resource Languages ↗](https://aclanthology.org/2021.alta-1.8/)**Eric Le Ferrand, Steven Bird, Laurent Besacier
21. **[Principled Analysis of Energy Discourse across Domains with Thesaurus-based Automatic Topic Labeling ↗](https://aclanthology.org/2021.alta-1.11/)**Thomas Scelsi, Alfonso Martinez Arranz, Lea Frermann
22. **[Quick, get me a Dr. BERT: Automatic Grading of Evidence using Transfer Learning ↗](https://aclanthology.org/2021.alta-1.24/)**Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra et al.
23. **[Retrodiction as Delayed Recurrence: the Case of Adjectives in Italian and English ↗](https://aclanthology.org/2021.alta-1.17/)**Raquel G. Alhama, Francesca Zermiani, Atiqah Khaliq
24. **[Robustness Analysis of Grover for Machine-Generated News Detection ↗](https://aclanthology.org/2021.alta-1.12/)**Rinaldo Gagiano, Maria Myung-Hee Kim, Xiuzhen Zhang et al.
25. **[Using Discourse Structure to Differentiate Focus Entities from Background Entities in Scientific Literature ↗](https://aclanthology.org/2021.alta-1.19/)**Antonio Jimeno Yepes, Ameer Albahem, Karin Verspoor
26. **[Using Word Embeddings to Quantify Ethnic Stereotypes in 12 years of Spanish News ↗](https://aclanthology.org/2021.alta-1.4/)**Danielly Sorato, Diana Zavala-Rojas, Maria del Carme Colominas Ventura
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