📰 Computational Linguistics 2021: all accepted papers

29 papers · the most cited first · ← Computational Linguistics 2021

1. Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization ↗Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
2. Analysis and Evaluation of Language Models for Word Sense Disambiguation ↗Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar et al.
3. Approximating Probabilistic Models as Weighted Finite Automata ↗Ananda Theertha Suresh, Brian Roark, Michael Riley et al.
4. Are Ellipses Important for Machine Translation?Payal Khullarour summary
5. CausaLM: Causal Model Explanation Through Counterfactual Language ModelsAmir Feder, Nadav Oved, Uri Shalit et al.our summary
6. Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing ↗Junjie Cao, Zi Lin, Weiwei Sun et al.
7. Decoding Word Embeddings with Brain-Based Semantic Features ↗Emmanuele Chersoni, Enrico Santus, Chu-Ren Huang et al.
8. Depth-Bounded Statistical PCFG Induction as a Model of Human Grammar Acquisition ↗Lifeng Jin, Lane Schwartz, Finale Doshi-Velez et al.
9. Detecting Local Insights from Global Labels: Supervised and Zero-Shot Sequence Labeling via a Convolutional Decomposition ↗Allen Schmaltz
10. Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning ↗Marcos Garcia
11. Formal Basis of a Language Universal ↗Miloš Stanojević, Mark Steedman
12. Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaMichael Bugert, Nils Reimers, Iryna Gurevychour summary
13. Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve ↗Oshin Agarwal, Yinfei Yang, Byron C. Wallace et al.
14. Kathy McKeown Interviews Bonnie Webber ↗Bonnie Webber
15. LFG Generation from Acyclic F-Structures is NP-Hard ↗Jürgen Wedekind, Ronald M. Kaplan
16. Natural Language Processing and Computational Linguistics ↗Junichi Tsujii
17. Python for Linguists ↗Benjamin Roth, Michael Wiegand
18. RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain DatabasesDongHyun Choi, Myeong Cheol Shin, EungGyun Kim et al.our summary
19. Semantic Data Set Construction from Human Clustering and Spatial Arrangement ↗Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch et al.
20. Sequence-Level Training for Non-Autoregressive Neural Machine Translation ↗Chenze Shao, Yang Feng, Jinchao Zhang et al.
21. Supervised and Unsupervised Neural Approaches to Text ReadabilityMatej Martinc, Senja Pollak, Marko Robnik-Šikonjaour summary
22. Syntax Role for Neural Semantic Role LabelingZuchao Li, Hai Zhao, Shexia He et al.our summary
23. The (Un)Suitability of Automatic Evaluation Metrics for Text SimplificationFernando Alva-Manchego, Carolina Scarton, Lucia Speciaour summary
24. The Taxonomy of Writing Systems: How to Measure How Logographic a System Is ↗Richard Sproat, Alexander Gutkin
25. Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*Yang Trista Cao, Hal Daumé IIIour summary
26. Understanding Dialogue: Language Use and Social Interaction ↗Rachel Bawden
27. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre et al. · 🏆 Computational Linguistics High-Impact Paper Awardour summary
28. Universal Discourse Representation Structure Parsing ↗Jiangming Liu, Shay B. Cohen, Mirella Lapata et al.
29. Variational Deep Logic Network for Joint Inference of Entities and Relations ↗Wenya Wang, Sinno Jialin Pan

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