Insights

Publications

2020

Proceedings of the First Workshop on Insights from Negative Results in NLP, Insights 2020, Online, November 19, 2020 Insights (2020)
Meghana Moorthy Bhat, Srinivasan Parthasarathy
How Effectively Can Machines Defend Against Machine-Generated Fake News? An Empirical Study. Insights (2020)
Constantine Lignos, Marjan Kamyab
If You Build Your Own NER Scorer, Non-replicable Results Will Come. Insights (2020)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. Insights (2020)
Prasanna Parthasarathi, Sharan Narang, Arvind Neelakantan
On Task-Level Dialogue Composition of Generative Transformer Model. Insights (2020)
Daria Dzendzik, Carl Vogel, Jennifer Foster
Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It's complicated! Insights (2020)
Catherine Finegan-Dollak, Ashish Verma
Layout-Aware Text Representations Harm Clustering Documents by Type. Insights (2020)
William Huang, Haokun Liu, Samuel R. Bowman
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data. Insights (2020)
Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
The Extraordinary Failure of Complement Coercion Crowdsourcing. Insights (2020)
Gaurav Arora, Chirag Jain, Manas Chaturvedi, Krupal Modi
HINT3: Raising the bar for Intent Detection in the Wild. Insights (2020)
Zhengzhong Liang, Mihai Surdeanu
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? Insights (2020)
Anmol Nayak, Hariprasad Timmapathini, Karthikeyan Ponnalagu, Vijendran Gopalan Venkoparao
Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words. Insights (2020)
Valentina Beretta, Sébastien Harispe, Katarina Boland, Luke Lo Seen, Konstantin Todorov, Andon Tchechmedjiev
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? Insights (2020)
Andrew Zupon, Faiz Rafique, Mihai Surdeanu
An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios. Insights (2020)
Steven R. Wilson, Walid Magdy, Barbara McGillivray, Gareth Tyson
Embedding Structured Dictionary Entries. Insights (2020)
Ansel MacLaughlin, Jwala Dhamala, Anoop Kumar, Sriram Venkatapathy, Ragav Venkatesan, Rahul Gupta
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks. Insights (2020)
Alka Khurana, Vasudha Bhatnagar
NMF Ensembles? Not for Text Summarization! Insights (2020)
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights (2020)
Samuel Louvan, Bernardo Magnini
How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks. Insights (2020)