Insights@ACL

Publications

2022

Vinayshekhar Bannihatti Kumar, Vaibhav Kumar, Mukul Bhutani, Alexander Rudnicky
An Empirical study to understand the Compositional Prowess of Neural Dialog Models. Insights@ACL (2022)
Alberto Muñoz-Ortiz, Carlos Gómez-Rodríguez, David Vilares
Cross-lingual Inflection as a Data Augmentation Method for Parsing. Insights@ACL (2022)
Itsuki Okimura, Machel Reid, Makoto Kawano, Yutaka Matsuo
On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing. Insights@ACL (2022)
Philipp Koch, Matthias Aßenmacher, Christian Heumann
Pre-trained language models evaluating themselves - A comparative study. Insights@ACL (2022)
Hyounghun Kim, Aishwarya Padmakumar, Di Jin, Mohit Bansal, Dilek Hakkani-Tur
On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets. Insights@ACL (2022)
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL (2022)
Chenyang Lyu, Jennifer Foster, Yvette Graham
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains. Insights@ACL (2022)
Xiaohan Yang, Eduardo Peynetti, Vasco Meerman, Chris Tanner
What GPT Knows About Who is Who. Insights@ACL (2022)
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer
On Isotropy Calibration of Transformer Models. Insights@ACL (2022)
Sopan Khosla, Rashmi Gangadharaiah
Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification. Insights@ACL (2022)
Dipesh Kumar, Avijit Thawani
BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation. Insights@ACL (2022)
Alessandra Teresa Cignarella, Cristina Bosco, Paolo Rosso
Do Dependency Relations Help in the Task of Stance Detection? Insights@ACL (2022)
Ionut Sorodoc, Laura Aina, Gemma Boleda
Challenges in including extra-linguistic context in pre-trained language models. Insights@ACL (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. Insights@ACL (2022)
Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Amit P. Sheth, Srinivasan Parthasarathy, Olivier Bodenreider
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks. Insights@ACL (2022)
Cecilia Ying, Stephen Thomas
Label Errors in BANKING77. Insights@ACL (2022)
Maria Alexeeva, Allegra A. Beal, Mihai Surdeanu
Combining Extraction and Generation for Constructing Belief-Consequence Causal Links. Insights@ACL (2022)
Etsuko Ishii, Yan Xu, Samuel Cahyawijaya, Bryan Wilie
Can Question Rewriting Help Conversational Question Answering? Insights@ACL (2022)
Pedro Rodríguez, Phu Mon Htut, John Lalor, João Sedoc
Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory. Insights@ACL (2022)
Margot Mieskes
Replicability under Near-Perfect Conditions - A Case-Study from Automatic Summarization. Insights@ACL (2022)
Uri Shaham, Omer Levy
What Do You Get When You Cross Beam Search with Nucleus Sampling? Insights@ACL (2022)
Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov
Do Data-based Curricula Work? Insights@ACL (2022)
Heather C. Lent, Emanuele Bugliarello, Anders Søgaard
Ancestor-to-Creole Transfer is Not a Walk in the Park. Insights@ACL (2022)
Proceedings of the Third Workshop on Insights from Negative Results in NLP, Insights@ACL 2022, Dublin, Ireland, May 26, 2022 Insights@ACL (2022)
Simeng Sun, Brian Dillon, Mohit Iyyer
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? Insights@ACL (2022)
Bingyu Zhang, Nikolay Arefyev
The Document Vectors Using Cosine Similarity Revisited. Insights@ACL (2022)