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Who cites Natalia Gimelshein

4,163 citations of their works from 4,066 papers of our library (of the 149,439 whose bibliographies we read) · 285 with a page here, the most cited first · page 2 of 3 · 101–200 · ← Natalia Gimelshein

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  1. BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical TextarXiv:2403.18421Elliot Bolton, Abhinav Venigalla, Michihiro Yasunaga, et al.2024 · 79 citations
  2. CBLUE: A Chinese Biomedical Language Understanding Evaluation BenchmarkarXiv:2106.08087Ningyu Zhang, Mosha Chen, Zhen Bi, et al.2021 · 71 citations
  3. English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer TooConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Jason Phang, Iacer Calixto, Phu Mon Htut, et al.2020 · 70 citations
  4. Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic PromptingConference of the European Chapter of the Association for Computational Linguistics (EACL)Tilman Beck, Hendrik Schuff, Anne Lauscher, et al.2024 · 69 citations
  5. Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Haoxiang Wang, Yong Lin, Wei Xiong, et al.2024 · 68 citations
  6. MagicPIG: LSH Sampling for Efficient LLM GenerationarXiv:2410.16179Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, et al.2024 · 68 citations
  7. RNNs can generate bounded hierarchical languages with optimal memoryConference on Empirical Methods in Natural Language Processing (EMNLP)John Hewitt, Michael Hahn, Surya Ganguli, et al.2020 · 65 citations
  8. Cross-document Coreference Resolution over Predicted MentionsFindings of the Association for Computational LinguisticsArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 63 citations
  9. FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Konstantin Dobler, Gerard de Melo2023 · 62 citations
  10. Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text DataProceedings of the First International Workshop on Natural Language Processing Beyond TextXinyu Wang, Xiaowen Sun, Tan Yang, et al.2020 · 62 citations
  11. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
  12. Improving Multi-Party Dialogue Discourse Parsing via Domain IntegrationWorkshop on Computational Approaches to Discourse (CODI)Zhengyuan Liu, Nancy Chen2021 · 60 citations
  13. Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error CorrectionFindings of the Association for Computational LinguisticsShirong Ma, Yinghui Li, Rongyi Sun, et al.2022 · 59 citations
  14. LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg2023 · 54 citations
  15. From Decoding to Meta-Generation: Inference-time Algorithms for Large Language ModelsarXiv:2406.16838Sean Welleck, Amanda Bertsch, Matthew Finlayson, et al.2024 · 51 citations
  16. ID10M: Idiom Identification in 10 LanguagesFindings of the Association for Computational LinguisticsSimone Tedeschi, Federico Martelli, Roberto Navigli2022 · 49 citations
  17. PanGu-Coder: Program Synthesis with Function-Level Language ModelingarXiv:2207.11280Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, et al.2022 · 49 citations
  18. A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tuan Lai, Heng Ji, Trung Bui, et al.2021 · 48 citations
  19. ALUE: Arabic Language Understanding EvaluationArabic Natural Language Processing Workshop (WANLP)Haitham Seelawi, Ibraheem Tuffaha, Mahmoud Gzawi, et al.2021 · 48 citations
  20. Language models scale reliably with over-training and on downstream tasksarXiv:2403.08540Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar, et al.2024 · 46 citations
  21. Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decodingarXiv:2309.15028Jiacheng Liu, Andrew Cohen, Ramakanth Pasunuru, et al.2023 · 46 citations
  22. Scaling Laws for Generative Mixed-Modal Language ModelsarXiv:2301.03728Armen Aghajanyan, Lili Yu, Alexis Conneau, et al.2023 · 45 citations
  23. Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training LabelsarXiv:2406.17633Nicholas Pangakis, Samuel Wolken2024 · 42 citations
  24. Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language ModelsarXiv:2404.12387Reka Team: Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, et al.2024 · 42 citations
  25. Kimi K3: Open Frontier IntelligencearXiv:2607.24653Kimi Team, Tongtong Bai, Yifan Bai, et al.2026 · 40 citations
  26. Personalized Pieces: Efficient Personalized Large Language Models through Collaborative EffortsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaoxuan Tan, Zheyuan Liu, Meng Jiang2024 · 40 citations
  27. Aligning Language Models with Preferences through f-divergence MinimizationarXiv:2302.08215Dongyoung Go, Tomasz Korbak, German Kruszewski, et al.2023 · 39 citations
  28. Multilingual Neural RST Discourse ParsingInternational Conference on Computational Linguistics (COLING)Zhengyuan Liu, Ke Shi, Nancy Chen2020 · 37 citations
  29. EuroBERT: Scaling Multilingual Encoders for European LanguagesarXiv:2503.05500Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, et al.2025 · 34 citations
  30. CompAct: Compressing Retrieved Documents Actively for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, et al.2024 · 34 citations
  31. Symbolic Learning Enables Self-Evolving AgentsarXiv:2406.18532Wangchunshu Zhou, Yixin Ou, Shengwei Ding, et al.2024 · 34 citations
  32. Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceConference on Empirical Methods in Natural Language Processing (EMNLP)William Held, Dan Iter, Dan Jurafsky2021 · 34 citations
  33. TransNormerLLM: A Faster and Better Large Language Model with Improved TransNormerarXiv:2307.14995Zhen Qin, Dong Li, Weigao Sun, et al.2023 · 33 citations
  34. Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and ArabicWorkshop on Language Technology for Equality, Diversity, InclusionAntónio Câmara, Nina Taneja, Tamjeed Azad, et al.2022 · 33 citations
  35. ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer ReviewsAnnual Meeting of the Association for Computational Linguistics (ACL)Mike D'Arcy, Alexis Ross, Erin Bransom, et al.2024 · 32 citations
  36. RST Discourse Parsing with Second-Stage EDU-Level Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL)Nan Yu, Meishan Zhang, Guohong Fu, et al.2022 · 32 citations
  37. Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language ModelsarXiv:2401.04658Zhen Qin, Weigao Sun, Dong Li, et al.2024 · 31 citations
  38. Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue GenerationarXiv:2305.18846Minki Kang, Jin Myung Kwak, Jinheon Baek, et al.2023 · 31 citations
  39. Coreference for Discourse Parsing: A Neural ApproachWorkshop on Computational Approaches to Discourse (CODI)Grigorii Guz, Giuseppe Carenini2020 · 31 citations
  40. Can Indirect Prompt Injection Attacks Be Detected and Removed?Annual Meeting of the Association for Computational Linguistics (ACL)Yulin Chen, Haoran Li, Yuan Sui, et al.2025 · 30 citations
  41. C-STANCE: A Large Dataset for Chinese Zero-Shot Stance DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Chenye Zhao, Yingjie Li, Cornelia Caragea2023 · 30 citations
  42. Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data RefinementInternational Conference on Computational Linguistics (COLING)Chenkai Sun, Ke Yang, Revanth Gangi Reddy, et al.2025 · 29 citations
  43. Octopus: A Multitask Model and Toolkit for Arabic Natural Language GenerationArabic Natural Language Processing Conference (ArabicNLP)AbdelRahim Elmadany, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed2023 · 29 citations
  44. DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective DetectionShared Task on Discourse Relation Parsing and TreebankingLuke Gessler, Shabnam Behzad, Yang Janet Liu, et al.2021 · 29 citations
  45. JetMoE: Reaching Llama2 Performance with 0.1M DollarsarXiv:2404.07413Yikang Shen, Zhen Guo, Tianle Cai, et al.2024 · 28 citations
  46. Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP)Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, et al.2022 · 27 citations
  47. TC–RAG: Turing–Complete RAG's Case study on Medical LLM SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinke Jiang, Yue Fang, Rihong Qiu, et al.2025 · 25 citations
  48. Detecting Multilingual COVID-19 Misinformation on Social Media via Contextualized EmbeddingsWorkshop on NLP for Internet Freedom: Censorship, Disinformation, and PropagandaSubhadarshi Panda, Sarah Ita Levitan2021 · 25 citations
  49. Defense Against Prompt Injection Attack by Leveraging Attack TechniquesAnnual Meeting of the Association for Computational Linguistics (ACL)Yulin Chen, Haoran Li, Zihao Zheng, et al.2025 · 24 citations
  50. Is this Dialogue Coherent? Learning from Dialogue Acts and EntitiesAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Alessandra Cervone, Giuseppe Riccardi2020 · 24 citations
  51. UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human languageAnnual Meeting of the Association for Computational Linguistics (ACL)Nuwa Xi, Sendong Zhao, Haochun Wang, et al.2023 · 23 citations
  52. Dialogue Act-based Breakdown Detection in Negotiation DialoguesConference of the European Chapter of the Association for Computational Linguistics (EACL)Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita2021 · 23 citations
  53. M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)ChengYan Wu, Bolei Ma, Yihong Liu, et al.2025 · 21 citations
  54. Personality Alignment of Large Language ModelsarXiv:2408.11779Minjun Zhu, Yixuan Weng, Linyi Yang, et al.2024 · 21 citations
  55. AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language ProcessingFindings of the Association for Computational LinguisticsAsaad Alghamdi, Xinyu Duan, Wei Jiang, et al.2023 · 21 citations
  56. Resolving Discrepancies in Compute-Optimal Scaling of Language ModelsConference on Neural Information Processing Systems (NeurIPS)Tomer Porian, Mitchell Wortsman, Jenia Jitsev, et al.2024 · 19 citations
  57. Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale PretrainingInternational Conference on Computational Linguistics (COLING)Grigorii Guz, Patrick Huber, Giuseppe Carenini2020 · 19 citations
  58. Neural End-to-end Coreference Resolution for German in Different DomainsConference on Natural Language ProcessingFynn Schröder, Hans Ole Hatzel, Chris Biemann19 citations
  59. LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution ShiftsAnnual Meeting of the Association for Computational Linguistics (ACL)Qibing Ren, Hao Li, Dongrui Liu, et al.2025 · 18 citations
  60. Locating and Editing Factual Associations in MambaarXiv:2404.03646Arnab Sen Sharma, David Atkinson, David Bau2024 · 18 citations
  61. Learning English with Peppa PigTransactions of the Association for Computational Linguistics (TACL)Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupała2022 · 18 citations
  62. Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really NecessaryStefan Grünewald, Annemarie Friedrich, Jonas Kuhn2021 · 18 citations
  63. Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic DiacritizationArabic Natural Language Processing Workshop (WANLP)Badr AlKhamissi, Muhammad ElNokrashy, Mohamed Gabr2020 · 18 citations
  64. Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan LanguagesarXiv:2111.13974Somnath Banerjee, Maulindu Sarkar, Nancy Agrawal, et al.2021 · 17 citations
  65. A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingFindings of the Association for Computational LinguisticsNaoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, et al.2022 · 16 citations
  66. AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection DatasetarXiv:2105.03143Mohamed Seghir Hadj Ameur, Hassina Aliane2021 · 16 citations
  67. JABER and SABER: Junior and Senior Arabic BERtarXiv:2112.04329Abbas Ghaddar, Yimeng Wu, Ahmad Rashid, et al.2021 · 16 citations
  68. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative SamplingAnnual Meeting of the Association for Computational Linguistics (ACL)Weilin Zhao, Tengyu Pan, Xu Han, et al.2025 · 15 citations
  69. "You might think about slightly revising the title": Identifying Hedges in Peer-tutoring InteractionsYann Raphalen, Chloé Clavel, Justine Cassell2022 · 15 citations
  70. Personalized Text Generation with Contrastive Activation SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Jinghao Zhang, Yuting Liu, Wenjie Wang, et al.2025 · 13 citations
  71. Distilling Calibrated Knowledge for Stance DetectionFindings of the Association for Computational LinguisticsYingjie Li, Cornelia Caragea2023 · 13 citations
  72. Latent Inter-User Difference Modeling for LLM PersonalizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yilun Qiu, Tianhao Shi, Xiaoyan Zhao, et al.2025 · 12 citations
  73. SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language ModelsInternational Conference on Computational Linguistics (COLING)Huanxuan Liao, Shizhu He, Yupu Hao, et al.2025 · 12 citations
  74. PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, et al.2023 · 12 citations
  75. Investigating the Performance of Transformer-Based NLI Models on Presuppositional InferencesInternational Conference on Computational Linguistics (COLING)Jad Kabbara, Jackie Chi Kit Cheung2022 · 12 citations
  76. Parsing Argumentative Structure in English-as-Foreign-Language EssaysWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Jan Wira Gotama Putra, Simone Teufel, Takenobu Tokunaga2021 · 12 citations
  77. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak DefenderConference on Empirical Methods in Natural Language Processing (EMNLP)Weixiang Zhao, Jiahe Guo, Yulin Hu, et al.2025 · 11 citations
  78. SelfElicit: Your Language Model Secretly Knows Where is the Relevant EvidenceAnnual Meeting of the Association for Computational Linguistics (ACL)Zhining Liu, Rana Ali Amjad, Ravinarayana Adkathimar, et al.2025 · 11 citations
  79. Speaker-Aware Discourse Parsing on Multi-Party DialoguesInternational Conference on Computational Linguistics (COLING)Nan Yu, Guohong Fu, Min Zhang2022 · 10 citations
  80. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 9 citations
  81. TriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated TagsInternational Conference on Computational Linguistics (COLING)Boyu Guan, Yining Zhang, Yang Zhao, et al.2025 · 9 citations
  82. Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language UnderstandingarXiv:2205.10687Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, et al.2022 · 9 citations
  83. Circuit Compositions: Exploring Modular Structures in Transformer-Based Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Philipp Mondorf, Sondre Wold, Barbara Plank2025 · 8 citations
  84. Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?Workshop on Innovative Use of NLP for Building Educational Applications (BEA)Alexander Kwako, Yixin Wan, Jieyu Zhao, et al.2023 · 8 citations
  85. LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token SpeculationFindings of the Association for Computational LinguisticsTianyu Liu, Qitan Lv, Hao Li, et al.2026 · 6 citations
  86. PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Zhang, Lyu Mengsi, Zhuo Chen, et al.2026 · 6 citations
  87. TrimTokenator: Towards Adaptive Visual Token Pruning for Large Multimodal ModelsFindings of the Association for Computational LinguisticsHao Zhang, Lyu Mengsi, Chenrui He, et al.2026 · 6 citations
  88. IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language ModelingConference on Computational Natural Language Learning (CoNLL)Zébulon Goriely, Paula Buttery2025 · 6 citations
  89. Konooz: Multi-domain Multi-dialect Corpus for Named Entity RecognitionFindings of the Association for Computational LinguisticsNagham Hamad, Mohammed Khalilia, Mustafa Jarrar2025 · 6 citations
  90. The role of context in neural pitch accent detection in EnglishConference on Empirical Methods in Natural Language Processing (EMNLP)Elizabeth Nielsen, Mark Steedman, Sharon Goldwater2020 · 6 citations
  91. Attention Sinks in Diffusion Language ModelsFindings of the Association for Computational LinguisticsMaximo Eduardo Rulli, Simone Petruzzi, Edoardo Michielon, et al.2026 · 5 citations
  92. Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language ModelsFindings of the Association for Computational LinguisticsHe Xiao, Qingyao Yang, Dirui Xie, et al.2026 · 5 citations
  93. HyperAdaLoRA: Accelerating LoRA Rank Allocation During Training via Hypernetworks without Sacrificing PerformanceFindings of the Association for Computational LinguisticsHao Zhang, Zhenjia Li, Yifan Gao, et al.2026 · 5 citations
  94. Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint VerbalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Kerem Zaman, Shashank Srivastava2026 · 5 citations
  95. Who is Speaking? Speaker-Aware Multiparty Dialogue Act ClassificationFindings of the Association for Computational LinguisticsAyesha Qamar, Adarsh Pyarelal, Ruihong Huang2023 · 5 citations
  96. AISPEECH-SJTU accent identification system for the Accented English Speech Recognition ChallengearXiv:2102.09828Houjun Huang, Xu Xiang, Yexin Yang, et al.2021 · 5 citations
  97. On Using Arabic Language Dialects in Recommendation SystemsFindings of the Association for Computational LinguisticsAbdulla Alshabanah, Murali Annavaram2025 · 4 citations
  98. Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-TuningInterspeechOmer Tarik Ozyilmaz, Matt Coler, Matias Valdenegro-Toro2025 · 4 citations
  99. ELYADATA at WojoodNER Shared Task: Data and Model-centric Approaches for Arabic Flat and Nested NERArabic Natural Language Processing Conference (ArabicNLP)Imen Laouirine, Haroun Elleuch, Fethi Bougares2023 · 4 citations
  100. AraCOVID19-SSD: Arabic COVID-19 Sentiment and Sarcasm Detection DatasetarXiv:2110.01948Mohamed Seghir Hadj Ameur, Hassina Aliane2021 · 4 citations

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