🧑‍🔬 Who cites Robert Sim

189 citations of their works from 189 papers of our library (of the 149,439 whose bibliographies we read) · 55 with a page here, the most cited first · ← Robert Sim

1. Jailbroken: How Does LLM Safety Training Fail?Conference on Neural Information Processing Systems (NeurIPS)Alexander Wei, Nika Haghtalab, Jacob Steinhardt2023 · 688 citations
2. Security and Privacy Challenges of Large Language Models: A SurveyACM Computing SurveysBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu2024 · 424 citations
3. Multi-step Jailbreaking Privacy Attacks on ChatGPTFindings of the Association for Computational LinguisticsHaoran Li, Dadi Guo, Wei Fan, et al.2023 · 304 citations
4. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 301 citations
5. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT ModelsConference on Neural Information Processing Systems (NeurIPS)Boxin Wang, Weixin Chen, Hengzhi Pei, et al.2023 · 259 citations
6. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 253 citations
7. DynamoLLM: Designing LLM Inference Clusters for Performance and Energy EfficiencyProceedings - International Symposium on High-Performance Computer Architecture/ProceedingsJovan Stojkovic, Chaojie Zhang, Inigo Goiri, et al.2024 · 218 citations
8. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 207 citations
9. Aya Expanse: Combining Research Breakthroughs for a New Multilingual FrontierarXiv:2412.04261John Dang, Shivalika Singh, Daniel D'souza, et al.2024 · 184 citations
10. Two Tales of Persona in LLMs: A Survey of Role-Playing and PersonalizationFindings of the Association for Computational LinguisticsYu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, et al.2024 · 179 citations
11. Aya 23: Open Weight Releases to Further Multilingual ProgressarXiv:2405.15032Viraat Aryabumi, John Dang, Dwarak Talupuru, et al.2024 · 172 citations
12. DeepInception: Hypnotize Large Language Model to Be JailbreakerarXiv:2311.03191Xuan Li, Zhanke Zhou, Jianing Zhu, et al.2023 · 141 citations
13. Token-Budget-Aware LLM ReasoningarXiv:2412.18547Tingxu Han, Zhenting Wang, Chunrong Fang, et al.2024 · 136 citations
14. RouteLLM: Learning to Route LLMs with Preference DataarXiv:2406.18665Isaac Ong, Amjad Almahairi, Vincent Wu, et al.2024 · 109 citations
15. Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse RelationsFindings of the Association for Computational LinguisticsChunkit Chan, Cheng Jiayang, Weiqi Wang, et al.2024 · 92 citations
16. Do Membership Inference Attacks Work on Large Language Models?arXiv:2402.07841Michael Duan, Anshuman Suri, Niloofar Mireshghallah, et al.2024 · 87 citations
17. Survey of Vulnerabilities in Large Language Models Revealed by Adversarial AttacksarXiv:2310.10844Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, et al.2023 · 83 citations
18. BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical TextarXiv:2403.18421Elliot Bolton, Abhinav Venigalla, Michihiro Yasunaga, et al.2024 · 79 citations
19. Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak AttackarXiv:2404.01833Mark Russinovich, Ahmed Salem, Ronen Eldan2024 · 71 citations
20. The Art of Saying No: Contextual Noncompliance in Language ModelsConference on Neural Information Processing Systems (NeurIPS)Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, et al.2024 · 56 citations
21. The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce HarmConference on Empirical Methods in Natural Language Processing (EMNLP)Aakanksha, Arash Ahmadian, Beyza Ermis, et al.2024 · 49 citations
22. On Memorization of Large Language Models in Logical ReasoningInternational Joint Conference on Natural Language Processing (IJCNLP)Chulin Xie, Yangsibo Huang, Chiyuan Zhang, et al.2025 · 45 citations
23. MasRouter: Learning to Route LLMs for Multi-Agent SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Yanwei Yue, Guibin Zhang, Boyang Liu, et al.2025 · 35 citations
24. What is the Role of Small Models in the LLM Era: A SurveyComputational LinguisticsLihu Chen, Gael Varoquaux2024 · 23 citations
25. Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
26. When One LLM Drools, Multi-LLM Collaboration RulesAnnual Meeting of the Association for Computational Linguistics (ACL)Shangbin Feng, Wenxuan Ding, Alisa Liu, et al.2026 · 14 citations
27. ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex ReasoningFindings of the Association for Computational LinguisticsJinyang Wu, Guocheng Zhai, Ruihan Jin, et al.2026 · 8 citations
28. PII-Bench: Evaluating Query-Aware Privacy Protection SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Shen, Zhouhong Gu, Haokai Hong, et al.2026 · 4 citations
29. CAPID: Context-Aware PII Detection for Question-Answering SystemsConference of the European Chapter of the Association for Computational Linguistics (EACL)Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, et al.2026 · 2 citations
30. Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern AnalysisConference of the European Chapter of the Association for Computational Linguistics (EACL)Disha Makhija, Manoj Ghuhan Arivazhagan, Vinayshekhar Bannihatti Kumar, et al.2026 · 2 citations
31. Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyuan Yang, Wenxuan Ding, Shangbin Feng, et al.2026 · 1 citation
32. Conformal LLM Routing with Distribution-Free Safety GuaranteesAnnual Meeting of the Association for Computational Linguistics (ACL)Iqtedar Uddin, André Bauer2026 · 1 citation
33. Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyu Luo, Yiyi Chen, Qiongxiu Li, et al.2026 · 1 citation
34. GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of ThoughtsFindings of the Association for Computational LinguisticsWenhao Zeng, Xuteng Zhang, Yuling Shi, et al.2026 · 1 citation
35. InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge ProfilingAnnual Meeting of the Association for Computational Linguistics (ACL)Haochen Shi, Tianshi Zheng, Weiqi Wang, et al.2026 · 1 citation
36. Multi-Token Completion for Text AnonymizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Pulkit Madaan, Krithika Ramesh, Lisa Bauer, et al.2026 · 1 citation
37. Adaptive Backtracking for Privacy Protection in Large Language ModelsFindings of the Association for Computational LinguisticsZhihao Yao, Yuxuan Gu, Xiachong Feng, et al.2026
38. AI Safety Lost in Translation: Evaluating the Effectiveness of English-Italian Cross-Lingual LLM Safety AlignmentLanguage Resources and Evaluation Conference (LREC)Alessio Wu, Martim Brandao2026
39. Authorization-First Retrieval: Enforcing Least Privilege in Multi-Agent RAG SystemsWorkshop on Trustworthy NLPRohith Namboothiri2026
40. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Bo Lv, Jingbo Sun, Jianwei Lv, et al.2026
41. Controlling What You Share: Assessing Language Model Adherence to Privacy PreferencesFindings of the Association for Computational LinguisticsGuillem Ramírez, Alexandra Birch, Ivan Titov2026
42. Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language ModelsFindings of the Association for Computational LinguisticsBoyang Zhang, Istemi Ekin Akkus, Ruichuan Chen, et al.2026
43. EL-MIA: Quantifying Membership Inference Risks of Sensitive Entities in LLMsLanguage Resources and Evaluation Conference (LREC)Ali Satvaty, Suzan Verberne, Fatih Turkmen2026
44. LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shivam Ratnakar, Abhiroop Talasila, Vinayak K Doifode2026
45. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM AssignmentFindings of the Association for Computational LinguisticsHuixing Que, Qi Liu, Weibo Gao, et al.2026
46. Route to Rome Attack: Directing LLM Routers to Expensive Models via Adversarial Suffix OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haochun Tang, Yuliang Yan, Jiahua Lu, et al.2026
47. RouteLMT: Learned Sample Routing for Hybrid LLM Translation DeploymentAnnual Meeting of the Association for Computational Linguistics (ACL)Yingfeng Luo, Hongyu Liu, DingYang Lin, et al.2026
48. RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Jize Wang, Han Wu, Zhiyuan You, et al.2026
49. RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive LearningFindings of the Association for Computational LinguisticsYitao Xiao, Shaoyong Guo, Guoming Yang, et al.2026
50. SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Mohamed Shaaban, Mohamed Elmahallawy2026
51. SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM SystemConference of the European Chapter of the Association for Computational Linguistics (EACL)Zijie Wang, Xinyu Yan, Che Wang, et al.2026
52. STAMP-R: Stylometric Text Anonymization with Memory-guided Policy RewritingWorkshop on Privacy in Natural Language ProcessingZhan Shi, Yefeng Yuan, Liang Cheng, et al.2026
53. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Hui Liu, Bin Zou, Kecheng Chen, et al.2026
54. The Conundrum of Trustworthy Research on Attacking Personally Identifiable Information Removal TechniquesComputational LinguisticsSebastian Ochs, Ivan Habernal2026
55. Unintended Memorization of Sensitive Information in Fine-Tuned Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Marton Szep, Jorge Marin Ruiz, Georgios Kaissis, et al.2026

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