🧑‍🔬 Who cites Naomi Saphra

470 citations of their works from 445 papers of our library (of the 149,439 whose bibliographies we read) · 88 with a page here, the most cited first · ← Naomi Saphra

1. PyTorch: An Imperative Style, High-Performance Deep Learning LibraryarXiv:1912.01703Adam Paszke, Sam Gross, Francisco Massa, et al.2019 · 18,645 citations
2. AllenNLP: A Deep Semantic Natural Language Processing PlatformarXiv:1803.07640Matt Gardner, Joel Grus, Mark Neumann, et al.2018 · 1,819 citations
3. A Structural Probe for Finding Syntax in Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)John Hewitt, Christopher D. Manning2019 · 1,254 citations
4. Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and TechnologyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 790 citations
5. Marian: Fast Neural Machine Translation in C++arXiv:1804.00344Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, et al.2018 · 507 citations
6. Multilingual and Multi-Aspect Hate Speech AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.2019 · 411 citations
7. Editing Models with Task ArithmeticarXiv:2212.04089Gabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 402 citations
8. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Mor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 346 citations
9. Information-Theoretic Probing with Minimum Description LengthConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Ivan Titov2020 · 345 citations
10. Search-based Neural Structured Learning for Sequential Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 330 citations
11. A Minimal Span-Based Neural Constituency ParserAnnual Meeting of the Association for Computational Linguistics (ACL)Mitchell Stern, Jacob Andreas, Dan Klein2017 · 311 citations
12. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowarXiv:1805.08949Pengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 308 citations
13. Information-Theoretic Probing for Linguistic StructureAnnual Meeting of the Association for Computational Linguistics (ACL)Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 298 citations
14. Selective Attention for Context-aware Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
15. Tied Multitask Learning for Neural Speech TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Antonios Anastasopoulos, David Chiang2018 · 253 citations
16. Document Context Neural Machine Translation with Memory NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Sameen Maruf, Gholamreza Haffari2018 · 238 citations
17. Strong Baselines for Neural Semi-Supervised Learning under Domain ShiftAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastian Ruder, Barbara Plank2018 · 229 citations
18. MTNT: A Testbed for Machine Translation of Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP)Paul Michel, Graham Neubig2018 · 227 citations
19. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 225 citations
20. What Happens To BERT Embeddings During Fine-tuning?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAmil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 220 citations
21. LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them BetterAnnual Meeting of the Association for Computational Linguistics (ACL)Adhiguna Kuncoro, Chris Dyer, John Hale, et al.2018 · 208 citations
22. Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, et al.2022 · 190 citations
23. Learning Language Representations for Typology PredictionConference on Empirical Methods in Natural Language Processing (EMNLP)Chaitanya Malaviya, Graham Neubig, Patrick Littell2017 · 187 citations
24. Neural Discourse Structure for Text CategorizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfeng Ji, Noah A. Smith2017 · 181 citations
25. Investigating Multilingual NMT Representations at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP)Sneha Kudugunta, Ankur Bapna, Isaac Caswell, et al.2019 · 176 citations
26. AI Alignment: A Comprehensive SurveyarXiv:2310.19852Jiaming Ji, Tianyi Qiu, Boyuan Chen, et al.2023 · 173 citations
27. Stronger Baselines for Trustable Results in Neural Machine TranslationWorkshop on Neural Machine TranslationMichael Denkowski, Graham Neubig2017 · 165 citations
28. Extreme Adaptation for Personalized Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Michel, Graham Neubig2018 · 161 citations
29. Argument Mining with Structured SVMs and RNNsAnnual Meeting of the Association for Computational Linguistics (ACL)Vlad Niculae, Joonsuk Park, Claire Cardie2017 · 160 citations
30. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic ScaffoldarXiv:1706.09528Swabha Swayamdipta, Sam Thomson, Chris Dyer, et al.2017 · 160 citations
31. Generative Verifiers: Reward Modeling as Next-Token PredictionarXiv:2408.15240Lunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 152 citations
32. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationFindings of the Association for Computational LinguisticsMarius Mosbach, Tiago Pimentel, Shauli Ravfogel, et al.2023 · 148 citations
33. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?Conference of the European Chapter of the Association for Computational Linguistics (EACL)Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy2021 · 144 citations
34. Dynamic Entity Representations in Neural Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 144 citations
35. Understanding the Effects of RLHF on LLM Generalisation and DiversityarXiv:2310.06452Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, et al.2023 · 143 citations
36. Diverse Demonstrations Improve In-context Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL)Itay Levy, Ben Bogin, Jonathan Berant2023 · 141 citations
37. All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational QualityConference on Empirical Methods in Natural Language Processing (EMNLP)William Timkey, Marten van Schijndel2021 · 139 citations
38. Pushing the Limits of Low-Resource Morphological InflectionConference on Empirical Methods in Natural Language Processing (EMNLP)Antonios Anastasopoulos, Graham Neubig2019 · 137 citations
39. Scheduled Multi-Task Learning: From Syntax to TranslationTransactions of the Association for Computational Linguistics (TACL)Eliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
40. Data Augmentation for Morphological ReinflectionConference on Computational Natural Language Learning (CoNLL)Miikka Silfverberg, Adam Wiemerslage, Ling Liu, et al.2017 · 122 citations
41. Emergent Linear Representations in World Models of Self-Supervised Sequence ModelsarXiv:2309.00941Neel Nanda, Andrew Lee, Martin Wattenberg2023 · 116 citations
42. A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & ToxicityarXiv:2305.13169Shayne Longpre, Gregory Yauney, Emily Reif, et al.2023 · 104 citations
43. minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language ModelsarXiv:2203.13112Kanishka Misra2022 · 102 citations
44. Probing Across Time: What Does RoBERTa Know and When?Findings of the Association for Computational LinguisticsLeo Z. Liu, Yizhong Wang, Jungo Kasai, et al.2021 · 96 citations
45. Cross-Lingual Consistency of Factual Knowledge in Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Jirui Qi, Raquel Fernández, Arianna Bisazza2023 · 90 citations
46. Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewardsConference on Neural Information Processing Systems (NeurIPS)Alexandre Rame, Guillaume Couairon, Mustafa Shukor, et al.2023 · 90 citations
47. Deep Reinforcement Learning at the Edge of the Statistical PrecipicearXiv:2108.13264Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro, et al.2021 · 90 citations
48. LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language TextsAnnual Meeting of the Association for Computational Linguistics (ACL)Helia Hashemi, Jason Eisner, Corby Rosset, et al.2024 · 88 citations
49. Foundational Challenges in Assuring Alignment and Safety of Large Language ModelsarXiv:2404.09932Usman Anwar, Abulhair Saparov, Javier Rando, et al.2024 · 87 citations
50. The Geometry of Multilingual Language Model RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen2022 · 84 citations
51. Interpretability at Scale: Identifying Causal Mechanisms in AlpacaConference on Neural Information Processing Systems (NeurIPS)Zhengxuan Wu, Atticus Geiger, Thomas Icard, et al.2023 · 81 citations
52. ReFT: Representation Finetuning for Language ModelsConference on Neural Information Processing Systems (NeurIPS)Zhengxuan Wu, Aryaman Arora, Zheng Wang, et al.2024 · 74 citations
53. A Primer on the Inner Workings of Transformer-based Language ModelsarXiv:2405.00208Javier Ferrando, Gabriele Sarti, Arianna Bisazza, et al.2024 · 72 citations
54. Rho-1: Not All Tokens Are What You NeedarXiv:2404.07965Zhenghao Lin, Zhibin Gou, Yeyun Gong, et al.2024 · 59 citations
55. A Practical Review of Mechanistic Interpretability for Transformer-Based Language ModelsarXiv:2407.02646Daking Rai, Yilun Zhou, Shi Feng, et al.2024 · 58 citations
56. What Do Self-Supervised Speech Models Know About Words?Transactions of the Association for Computational Linguistics (TACL)Ankita Pasad, Chung-Ming Chien, Shane Settle, et al.2024 · 51 citations
57. Deep Model Fusion: A SurveyIEEE Transactions on Neural Networks and Learning SystemsWeishi Li, Yong Peng, Miao Zhang, et al.2023 · 49 citations
58. Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisMario Giulianelli, Iris Luden, Raquel Fernandez, et al.2023 · 40 citations
59. CausalGym: Benchmarking causal interpretability methods on linguistic tasksAnnual Meeting of the Association for Computational Linguistics (ACL)Aryaman Arora, Dan Jurafsky, Christopher Potts2024 · 38 citations
60. Neural Lattice Language ModelsTransactions of the Association for Computational Linguistics (TACL)Jacob Buckman, Graham Neubig2018 · 35 citations
61. The Life Cycle of Knowledge in Big Language Models: A SurveyarXiv:2303.07616 · Machine Intelligence Research. vol. 21, no. 2, pp. 217-238, 2024Boxi Cao, Hongyu Lin, Xianpei Han, et al.2023 · 31 citations
62. How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument StructureTransactions of the Association for Computational Linguistics (TACL)Michael Wilson, Jackson Petty, Robert Frank2023 · 29 citations
63. Soft Merging of Experts with Adaptive RoutingarXiv:2306.03745Mohammed Muqeeth, Haokun Liu, Colin Raffel2023 · 24 citations
64. Language Models as Models of LanguagearXiv:2408.07144Raphael Milliere2024 · 21 citations
65. Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language ModelBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAbhijith Chintam, Rahel Beloch, Willem Zuidema, et al.2023 · 19 citations
66. Naturalistic Causal Probing for Morpho-SyntaxTransactions of the Association for Computational Linguistics (TACL)Afra Amini, Tiago Pimentel, Clara Meister, et al.2023 · 19 citations
67. A Distributional and Orthographic Aggregation Model for English Derivational MorphologyDaniel Deutsch, John Hewitt, Dan Roth2018 · 19 citations
68. Assessing the Cross-linguistic Utility of Abstract Meaning RepresentationShira Wein, Nathan Schneider2024 · 17 citations
69. Can Large Reasoning Models Self-Train?arXiv:2505.21444Sheikh Shafayat, Fahim Tajwar, Ruslan Salakhutdinov, et al.2025 · 16 citations
70. Mastering Board Games by External and Internal Planning with Language ModelsarXiv:2412.12119John Schultz, Jakub Adamek, Matej Jusup, et al.2024 · 14 citations
71. Natural Language Processing RELIES on LinguisticsComputational LinguisticsJuri Opitz, Shira Wein, Nathan Schneider2025 · 13 citations
72. From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense ConsistencyComputational LinguisticsXenia Ohmer, Elia Bruni, Dieuwke Hupkes2024 · 11 citations
73. Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Y. Hu, Jackson Petty, Chuan Shi, et al.2025 · 9 citations
74. Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific NeuronsInternational Conference on Computational Linguistics (COLING)Yongqi Leng, Deyi Xiong2025 · 9 citations
75. Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized EraAgnieszka Falenska, Anders Björkelund, Jonas Kuhn2020 · 8 citations
76. Head-First Linearization with Tree-Structured RepresentationXiang Yu, Agnieszka Falenska, Ngoc Thang Vu, et al.2019 · 8 citations
77. The Quest for the Right Mediator: Surveying Mechanistic Interpretability for NLP Through the Lens of Causal Mediation AnalysisComputational LinguisticsAaron Mueller, Jannik Brinkmann, Millicent Li, et al.2026 · 7 citations
78. Fast and Accurate Non-Projective Dependency Tree LinearizationXiang Yu, Simon Tannert, Ngoc Thang Vu, et al.2020 · 7 citations
79. A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics RestorationAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.2020 · 6 citations
80. HELFI: a Hebrew-Greek-Finnish Parallel Bible Corpus with Cross-Lingual Morpheme AlignmentAnssi Yli-Jyrä, Josi Purhonen, Matti Liljeqvist, et al.2020 · 6 citations
81. Approximate Dynamic Oracle for Dependency Parsing with Reinforcement LearningXiang Yu, Ngoc Thang Vu, Jonas Kuhn2018 · 5 citations
82. Measuring Fine-Grained Semantic Equivalence with Abstract Meaning RepresentationShira Wein, Zhuxin Wang, Nathan Schneider2023 · 4 citations
83. Function Words as Statistical Cues for Language LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xiulin Yang, Heidi R. Getz, Ethan Gotlieb Wilcox2026 · 1 citation
84. Start Making Sense(s): A Developmental Probe of Attention Specialization Using Lexical AmbiguityTransactions of the Association for Computational Linguistics (TACL)Pamela D. Rivière, Sean Trott2026 · 1 citation
85. BRAGD: Constrained Multi-Label POS Tagging for FaroeseLanguage Resources and Evaluation Conference (LREC)Annika Simonsen, Barbara Scalvini, Uni Johannesen, et al.2026
86. Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyao Xu, Cong Wang, Houfeng Wang2026
87. Understanding Emergent Misalignment via Feature Superposition GeometryAnnual Meeting of the Association for Computational Linguistics (ACL)Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, et al.2026
88. Recursive LSTM Tree Representation for Arc-Standard Transition-Based Dependency ParsingMohab Elkaref, Bernd Bohnet2019

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