---
title: "Computational Linguistics 2021 — all accepted papers"
description: "All 29 papers of Computational Linguistics 2021, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/cl/2021/papers/"
---
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# Computational Linguistics 2021: all accepted papers

29 papers · the most cited first · [← Computational Linguistics 2021](https://md.research.elamur.ai/free/en/venues/cl/2021/)

1. **[Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization ↗](https://aclanthology.org/2021.cl-4.27/)**Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
2. **[Analysis and Evaluation of Language Models for Word Sense Disambiguation ↗](https://aclanthology.org/2021.cl-2.14/)**Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar et al.
3. **[Approximating Probabilistic Models as Weighted Finite Automata ↗](https://aclanthology.org/2021.cl-2.9/)**Ananda Theertha Suresh, Brian Roark, Michael Riley et al.
4. **[Are Ellipses Important for Machine Translation?](https://md.research.elamur.ai/free/en/papers/khullar-2021-are-ellipses-important-machine-translation/)**Payal Khullar*our summary*
5. **[CausaLM: Causal Model Explanation Through Counterfactual Language Models](https://md.research.elamur.ai/free/en/papers/feder-2021-causalm-causal-model-explanation-through/)**Amir Feder, Nadav Oved, Uri Shalit et al.*our summary*
6. **[Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing ↗](https://aclanthology.org/2021.cl-1.3/)**Junjie Cao, Zi Lin, Weiwei Sun et al.
7. **[Decoding Word Embeddings with Brain-Based Semantic Features ↗](https://aclanthology.org/2021.cl-3.20/)**Emmanuele Chersoni, Enrico Santus, Chu-Ren Huang et al.
8. **[Depth-Bounded Statistical PCFG Induction as a Model of Human Grammar Acquisition ↗](https://aclanthology.org/2021.cl-1.7/)**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 ↗](https://aclanthology.org/2021.cl-4.25/)**Allen Schmaltz
10. **[Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning ↗](https://aclanthology.org/2021.cl-3.22/)**Marcos Garcia
11. **[Formal Basis of a Language Universal ↗](https://aclanthology.org/2021.cl-1.2/)**Miloš Stanojević, Mark Steedman
12. **[Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora](https://md.research.elamur.ai/free/en/papers/bugert-2021-generalizing-cross-document-event-coreference/)**Michael Bugert, Nils Reimers, Iryna Gurevych*our summary*
13. **[Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve ↗](https://aclanthology.org/2021.cl-1.5/)**Oshin Agarwal, Yinfei Yang, Byron C. Wallace et al.
14. **[Kathy McKeown Interviews Bonnie Webber ↗](https://aclanthology.org/2021.cl-1.1/)**Bonnie Webber
15. **[LFG Generation from Acyclic F-Structures is NP-Hard ↗](https://aclanthology.org/2021.cl-4.31/)**Jürgen Wedekind, Ronald M. Kaplan
16. **[Natural Language Processing and Computational Linguistics ↗](https://aclanthology.org/2021.cl-4.24/)**Junichi Tsujii
17. **[Python for Linguists ↗](https://aclanthology.org/2021.cl-1.8/)**Benjamin Roth, Michael Wiegand
18. **[RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases](https://md.research.elamur.ai/free/en/papers/choi-2021-ryansql-recursively-applying-sketch-based/)**DongHyun Choi, Myeong Cheol Shin, EungGyun Kim et al.*our summary*
19. **[Semantic Data Set Construction from Human Clustering and Spatial Arrangement ↗](https://aclanthology.org/2021.cl-1.4/)**Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch et al.
20. **[Sequence-Level Training for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/2021.cl-4.29/)**Chenze Shao, Yang Feng, Jinchao Zhang et al.
21. **[Supervised and Unsupervised Neural Approaches to Text Readability](https://md.research.elamur.ai/free/en/papers/martinc-2021-supervised-unsupervised-neural-approaches-text/)**Matej Martinc, Senja Pollak, Marko Robnik-Šikonja*our summary*
22. **[Syntax Role for Neural Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/li-2021-syntax-role-neural-semantic-role/)**Zuchao Li, Hai Zhao, Shexia He et al.*our summary*
23. **[The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification](https://md.research.elamur.ai/free/en/papers/manchego-2021-un-suitability-automatic-evaluation-metrics/)**Fernando Alva-Manchego, Carolina Scarton, Lucia Specia*our summary*
24. **[The Taxonomy of Writing Systems: How to Measure How Logographic a System Is ↗](https://aclanthology.org/2021.cl-3.16/)**Richard Sproat, Alexander Gutkin
25. **[Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*](https://md.research.elamur.ai/free/en/papers/cao-2021-gender-inclusive-coreference-resolution-analysis/)**Yang Trista Cao, Hal Daumé III*our summary*
26. **[Understanding Dialogue: Language Use and Social Interaction ↗](https://aclanthology.org/2021.cl-3.23/)**Rachel Bawden
27. **[Universal Dependencies](https://md.research.elamur.ai/free/en/papers/marneffe-2021-universal-dependencies/)**Marie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre et al. · 🏆 Computational Linguistics High-Impact Paper Award*our summary*
28. **[Universal Discourse Representation Structure Parsing ↗](https://aclanthology.org/2021.cl-2.15/)**Jiangming Liu, Shay B. Cohen, Mirella Lapata et al.
29. **[Variational Deep Logic Network for Joint Inference of Entities and Relations ↗](https://aclanthology.org/2021.cl-4.26/)**Wenya Wang, Sinno Jialin Pan
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