🗣️ Linguistics Papers

Scholarly works matching "linguistics" in Crossref, sorted by the number of times other DOI-registered works cite them. Citation counts come from Crossref and are usually lower than Google Scholar figures.

528 top-cited papers indexed

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Alex Mallen, Akari Asai et al. (2023)

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

317 citesproceedings article

Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

R. Thomas McCoy, Ellie Pavlick et al. (2019)

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

294 citesproceedings article

GLTR: Statistical Detection and Visualization of Generated Text

Sebastian Gehrmann, Hendrik Strobelt et al. (2019)

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

306 citesproceedings article

Precise Zero-Shot Dense Retrieval without Relevance Labels

Luyu Gao, Xueguang Ma et al. (2023)

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

326 citesproceedings article

ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Keshav Santhanam, Omar Khattab et al. (2022)

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

311 citesproceedings article

Sentiment Analysis in the Era of Large Language Models: A Reality Check

Wenxuan Zhang, Yue Deng et al. (2024)

Findings of the Association for Computational Linguistics: NAACL 2024

299 citesproceedings article

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Pengcheng Yin, Graham Neubig et al. (2020)

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

303 citesproceedings article

A Plea For Monsters

Philippe Schlenker (2003)

Linguistics and Philosophy

315 citesjournal articlePDF

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Jacob Devlin, Ming-Wei Chang et al. (2019)

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

10.3K citesproceedings article

fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov et al. (2019)

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations)

842 citesproceedings article

Transfer Learning in Natural Language Processing

Sebastian Ruder, Matthew E. Peters et al. (2019)

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorials

424 citesproceedings article

Predicting the Type and Target of Offensive Posts in Social Media

Marcos Zampieri, Shervin Malmasi et al. (2019)

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

335 citesproceedings article

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Alon Jacovi, Yoav Goldberg (2020)

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

320 citesproceedings article

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Cheng-Yu Hsieh, Chun-Liang Li et al. (2023)

Findings of the Association for Computational Linguistics: ACL 2023

297 citesproceedings article

Multimodal Fusion with Co-Attention Networks for Fake News Detection

Yang Wu, Pengwei Zhan et al. (2021)

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

274 citesproceedings article