📰 Workshop on Insights from Negative Results in NLP 2021 — accepted papers

Workshop on Insights from Negative Results in NLP 2021 is the 2021 edition of the Workshop on Insights from Negative Results in NLP, held in Online and Punta Cana, Dominican Republic, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 20 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Generalization in NLI: Ways (Not) To Go Beyond Simple HeuristicsPrajjwal Bhargava, Aleksandr Drozd, Anna Rogers87 citations · our summary
2. When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-trainingQi Zhu, Yuxian Gu, Lingxiao Luo et al.15 citations
3. Does Commonsense help in detecting Sarcasm?Somnath Basu Roy Chowdhury, Snigdha Chaturvedi14 citations · our summary
4. Corrected CBOW Performs as well as Skip-gramOzan İrsoy, Adrian Benton, Karl Stratos13 citations
5. Finetuning Pretrained Transformers into Variational AutoencodersSeongmin Park, Jihwa Lee13 citations
6. Backtranslation in Neural Morphological InflectionLing Liu, Mans Hulden11 citations
7. Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLIYangqiaoyu Zhou, Chenhao Tan6 citations
8. An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationSina Mahdipour Saravani, Ritwik Banerjee, Indrakshi Ray5 citations
9. Recurrent Attention for the TransformerJan Rosendahl, Christian Herold, Frithjof Petrick et al.4 citations
10. Active Learning for Argument Strength EstimationNataliia Kees, Michael Fromm, Evgeniy Faerman et al.3 citations

All accepted papers (20)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Generalization in NLI: Ways (Not) To Go Beyond Simple HeuristicsPrajjwal Bhargava, Aleksandr Drozd, Anna Rogers87 citations · our summary
2. When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-trainingQi Zhu, Yuxian Gu, Lingxiao Luo et al.15 citations
3. Does Commonsense help in detecting Sarcasm?Somnath Basu Roy Chowdhury, Snigdha Chaturvedi14 citations · our summary
4. Corrected CBOW Performs as well as Skip-gramOzan İrsoy, Adrian Benton, Karl Stratos13 citations
5. Finetuning Pretrained Transformers into Variational AutoencodersSeongmin Park, Jihwa Lee13 citations
6. Backtranslation in Neural Morphological InflectionLing Liu, Mans Hulden11 citations
7. Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLIYangqiaoyu Zhou, Chenhao Tan6 citations
8. An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationSina Mahdipour Saravani, Ritwik Banerjee, Indrakshi Ray5 citations
9. Recurrent Attention for the TransformerJan Rosendahl, Christian Herold, Frithjof Petrick et al.4 citations
10. Active Learning for Argument Strength EstimationNataliia Kees, Michael Fromm, Evgeniy Faerman et al.3 citations
11. Are BERTs Sensitive to Native Interference in L2 Production?Zixin Tang, Prasenjit Mitra, David Reitter3 citations
12. Challenging the Semi-Supervised VAE Framework for Text ClassificationGhazi Felhi, Joseph Le Roux, Djamé Seddah3 citations
13. Learning Data Augmentation Schedules for Natural Language ProcessingDaphné Chopard, Matthias S. Treder, Irena Spasić3 citations
14. BERT Cannot Align CharactersAntonis Maronikolakis, Philipp Dufter, Hinrich Schütze1 citation
15. Blindness to Modality Helps Entailment Graph MiningLiane Guillou, Sander Bijl de Vroe, Mark Johnson et al.1 citation
16. Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy GraphSameer Bansal, Adrian Benton1 citation
17. The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine TranslationNikolay Bogoychev, Pinzhen Chen1 citation
18. On the Difficulty of Segmenting Words with AttentionRamon Sanabria, Hao Tang, Sharon Goldwater
19. Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine TranslationChanjun Park, Sungjin Park, Seolhwa Lee et al.
20. Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity TypingSabine Weber, Mark Steedman

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Generalization in NLI: Ways (Not) To Go Beyond Simple HeuristicsWorkshop on Insights from Negative Results in NLPPrajjwal Bhargava, Aleksandr Drozd, Anna Rogers2021 · 127 citations
2. Does Commonsense help in detecting Sarcasm?Workshop on Insights from Negative Results in NLPSomnath Basu Roy Chowdhury, Snigdha Chaturvedi2021 · 17 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧮Reasoning (2)😊Sentiment & emotion (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of North Carolina at Chapel HillChapel Hill · United States1 work here🎓Tokyo Institute of TechnologyTokyo · Japan1 work here🎓University of CopenhagenCopenhagen · Denmark1 work here🎓The University of Texas at DallasRichardson · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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