Who cites Shekoofeh Azizi
- From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical CalculationsConference on Empirical Methods in Natural Language Processing (EMNLP)Benlu Wang, Iris Xia, Yifan Zhang, et al.2025 · 5 citations
- Growing Through Experience: Scaling Episodic Grounding in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chunhui Zhang, Sirui Wang, Zhongyu Ouyang, et al.2025 · 5 citations
- Patient-Similarity Cohort Reasoning in Clinical Text-to-SQLConference of the European Chapter of the Association for Computational Linguistics (EACL)Yifei Shen, Yilun Zhao, Justice Ou, et al.2026 · 4 citations
- Evaluating Large Language Models on Health-Related Claims Across Arabic DialectsWorkshop on NLP for Languages Using Arabic ScriptAbdulsalam obaid Alharbi, Abdullah Alsuhaibani, Abdulrahman Abdullah Alalawi, et al.2025 · 4 citations
- PuxAI at QIAS 2025: Multi-Agent Retrieval-Augmented Generation for Islamic Inheritance and Knowledge ReasoningArabic Natural Language Processing Conference (ArabicNLP)Nguyen Xuan Phuc, Thìn Đặng Văn2025 · 4 citations
- Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion ScalearXiv:2603.25040Yicheng Zou, Dongsheng Zhu, Lin Zhu, et al.2026 · 3 citations
- MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical SkillsConference of the European Chapter of the Association for Computational Linguistics (EACL)Zonghai Yao, Zihao Zhang, Chaolong Tang, et al.2026 · 3 citations
- Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-MakingarXiv:2602.06570Chengfeng Dou, Fan Yang, Fei Li, et al.2026 · 2 citations
- CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive DecodingFindings of the Association for Computational LinguisticsXi Zhang, Zaiqiao Meng, Jake Lever, et al.2026 · 2 citations
- MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP IntegrationAnnual Meeting of the Association for Computational Linguistics (ACL)Yakun Zhu, Yutong Huang, Shengqian Qin, et al.2026 · 2 citations
- Persona Jailbreaking in Large Language ModelsFindings of the Association for Computational LinguisticsJivnesh Sandhan, Fei Cheng, Tushar Sandhan, et al.2026 · 2 citations
- Addressing the Ecological Fallacy in Larger LMs with Human ContextConference on Computational Natural Language Learning (CoNLL)Nikita Soni, Dhruv Vijay Kunjadiya, Pratham Piyush Shah, et al.2026 · 1 citation
- BDI at MEDIQA-EVAL 2026: A ReAct-Style Multimodal Agent for Fine-Grained Medical Response AssessmentWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECJustin Xu, Zizheng Zhang, Augustine Luk, et al.2026 · 1 citation
- Beyond the Crowd: LLM-Augmented Community Notes for Governing Health MisinformationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaying Wu, Zihang Fu, Haonan Wang, et al.2026 · 1 citation
- ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-MakingAnnual Meeting of the Association for Computational Linguistics (ACL)Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima, et al.2026 · 1 citation
- CPR-RAG: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3D CT Report GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Sungkyu Yang, Kang-Min Kim, Mansu Kim2026 · 1 citation
- CPTCoder: A Reliable LLM System for Medical Procedure Code PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Benlu Wang, Ziyao Shangguan, Kyle Tegtmeyer, et al.2026 · 1 citation
- Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical TasksWorkshop on Linguistic Analysis for HealthChaimae Abouzahir, Congbo Ma, Nizar Habash, et al.2026 · 1 citation
- Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL)Kailai Yang, Xiao Liu, Lei Ji, et al.2026 · 1 citation
- Dialectic-Med: Mitigating Diagnostic Hallucinations via Counterfactual Adversarial Multi-Agent DebateFindings of the Association for Computational LinguisticsZhixiang Lu, Jionglong Su2026 · 1 citation
- Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning?Conference of the European Chapter of the Association for Computational Linguistics (EACL)Sushant Kumar Ray, Gautam Siddharth Kashyap, Sahil Tripathi, et al.2026 · 1 citation
- Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?Workshop on Linguistic Analysis for HealthGrace Chang Yuan, Xiaoman Zhang, Sung Eun Kim, et al.2026 · 1 citation
- EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound IntelligenceAnnual Meeting of the Association for Computational Linguistics (ACL)Chaoyin She, Ruifang Lu, Lida Chen, et al.2026 · 1 citation
- Gladiator at MEDIQA-SYNUR 2026: Contextual Clinical Extraction: Integrating Foundation Models with Domain-Specific Validation RulesWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECSiva Satyanarayana Raju Pusapati, Ankit Singh2026 · 1 citation
- How Robust Are Large Language Models for Clinical Numeracy? An Empirical Study on Numerical Reasoning Abilities in Clinical ContextsFindings of the Association for Computational LinguisticsMinh-Vuong Nguyen, Fatemeh Shiri, Zhuang Li, et al.2026 · 1 citation
- MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Shi, Yifeng Xie, Minzhe Guo, et al.2026 · 1 citation
- Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning PathwaysLanguage Resources and Evaluation Conference (LREC)Paloma Rabaey, Jong Hak Moon, Jung-Oh Lee, et al.2026 · 1 citation
- Otter at MedExAct2026: Diverse Encoder Ensemble for Medical Decision Span DetectionBioNLPLalita Lowphansirikul, Piyalitt Ittichaiwong2026 · 1 citation
- RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase ExtractionFindings of the Association for Computational LinguisticsJonggwon Park, Byungmu Yoon, Soobum Kim, et al.2026 · 1 citation
- Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL)Rahul Thapa, Qingyang Wu, Kevin Wu, et al.2026 · 1 citation
- Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical AdaptationConference of the European Chapter of the Association for Computational Linguistics (EACL)Xin Zhao, Naoki Yoshinaga, Yuma Tsuta, et al.2026 · 1 citation
- User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyuan Wu, Roshni Kaushik, Wenkai Li, et al.2026 · 1 citation
- When Retrieval Doesn't Help: A Large-Scale Study of Biomedical RAGBioNLPErfan Nourbakhsh, Rocky Slavin, Ke Yang, et al.2026 · 1 citation
- AraEval: An Arabic Multi-Task Evaluation Suite for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Alhanoof Althnian, Norah A. Alzahrani, Shaykhah Z. Alsubaie, et al.2025 · 1 citation
- AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&AArabic Natural Language Processing Conference (ArabicNLP)Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr, et al.2025 · 1 citation
- A3S@C-DAC at #SMM4H-HeaRD 2026: Reasoning Meets Evidence: LLMs for Interpretable Insomnia Detection with Evidence Extraction in Clinical NotesSocial Media Mining for Health Research and Applications Workshop and Shared TasksAbhishek Maity, Amol Shinde, Abhishek Suresh Kushare, et al.2026
- AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online HospitalAnnual Meeting of the Association for Computational Linguistics (ACL)Lianxin Sun, Xiaoying Ying, Guangya Yu, et al.2026
- Applicability Condition Extraction for Therapeutic Drug-Disease RelationsFindings of the Association for Computational LinguisticsGuanting Luo, Noriki Nishida, Yuji Matsumoto, et al.2026
- Aurum at CRF Filling 2026: Modular DSPy Extractors with Qwen3-Max for Multilingual CRF FillingWorkshop on Patient-Oriented Language Processing @ LRECVinay Babu Ulli, Jyoti Kumari, Anindita Mondal2026
- Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Dexuan Xu, Yuan Jiayin, Jianing Wang, et al.2026
- Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer SelectionarXiv:2608.00207 · Findings of the Association for Computational Linguistics: EMNLP 2026Chaimae Abouzahir, Musa Khan, Hala Ali-Hassan, et al.2026
- CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Yukang Wu, Xiyuan Jia, Jiayi Wu, et al.2026
- Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical ReasoningFindings of the Association for Computational LinguisticsFlavio Merenda, Jose Manuel Gomez-Perez, German Rigau2026
- Comparative Evaluation of AI-Generated vs. Expert-written Answer Explanations for a Medical Education Self-AssessmentWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Yiyun Zhou, Francis O'Donnell, Victoria Yaneva2026
- Compressed Representations of Patient Records: A Comparative Study of Template-Based and LLM-Based Methods for Clinical Data Summarization and VisualizationWorkshop on Patient-Oriented Language Processing @ LRECAndreas Stöckl, Oliver Krauss, Sophie Bauernfeind2026
- Compressing Language Models for Specialized DomainsConference of the European Chapter of the Association for Computational Linguistics (EACL)Miles Williams, George Chrysostomou, Vitor Amancio Jeronymo, et al.2026
- CrossDDI: Cross-Source Evidence-Grounded Drug-Drug Interaction VerificationBioNLPHui Wang, Bohao Chu, Norbert Fuhr2026
- Datasets for a Chatbot for Clinical Trial SearchWorkshop on Patient-Oriented Language Processing @ LRECYumeng Yang, Ethan Ludmir, Kirk Roberts2026
- DeepICD-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised DistillationLanguage Resources and Evaluation Conference (LREC)Tom Röhr, Thomas Maximilian Josef Steffek, Roman Teucher, et al.2026
- Evaluating the Pre-Consultation Ability of LLMs using Diagnostic GuidelinesConference of the European Chapter of the Association for Computational Linguistics (EACL)Jean Seo, Gibaeg Kim, Kihun Shin, et al.2026
- Exploring automatic terminology extraction from historical medical dataInternational Conference on Computational Processing of PortugueseLeonardo Zilio, Maria José Bocorny Finatto2026
- Extracting Medical Image-Related Entities from Spanish Electronic Health Records Using NER MethodsLanguage Resources and Evaluation Conference (LREC)Alexander Platas, Marcos Merino, Elena Zotova, et al.2026
- Faithful Medical Dialogue Generation Using Homo-Heterogeneous Exemplar-based In-Context Knowledge GroundingLanguage Resources and Evaluation Conference (LREC)Priyanshu Priya, Hardik Goyal, Asif Ekbal2026
- GenomeQA: Benchmarking General Large Language Models for Genome Sequence UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Weicai Long, Yusen Hou, Junning Feng, et al.2026
- GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential DiagnosisFindings of the Association for Computational LinguisticsShaoting Tan, Ning Liu, Yuntao Du, et al.2026
- HiTZ-IXA at ArchEHR-QA 2026: Evidence Alignment Through Self-Consistency and Prompt Curation in Memory-Constrained EnvironmentsWorkshop on Patient-Oriented Language Processing @ LRECXabier Irastortza-Urbieta, Maite Oronoz, Alicia Pérez2026
- Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM ApproachesLanguage Resources and Evaluation Conference (LREC)Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, et al.2026
- Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangxu Zhang, Lei Li, Yanyun Zhou, et al.2026
- Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health CorpusLanguage Resources and Evaluation Conference (LREC)Aidan Mannion, Cécile Macaire, Armand Violle, et al.2026
- Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and BottlenecksConference of the European Chapter of the Association for Computational Linguistics (EACL)Masaya Tsunokake, Yuta Koreeda, Terufumi Morishita, et al.2026
- Linguistic symptoms: retrieval-augmented generation and reasoning in LLMs under Portuguese–English variation in medical contexts (Sintomas Linguísticos: Geração Aumentada por Recuperação e Raciocínio em LLMs sob a Variação Português-Inglês em Contextos Médicos)International Conference on Computational Processing of PortugueseGuilherme Vianna de Moura, Gabriel Assis, Aline Paes2026
- Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question GenerationFindings of the Association for Computational LinguisticsLiwen Sun, Xiang Yu, Ming Tan, et al.2026
- MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health CommunicationFindings of the Association for Computational LinguisticsSraavya Sambara, Yuan Pu, Ayman Ali, et al.2026
- MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language ModelsWorkshop on Generation, Evaluation and Metrics (GEM)Weixin Liu, Congning Ni, Shelagh A. Mulvaney, et al.2026
- One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxing Lu, Yushuhong Lin, Jason Zhang2026
- PRISM: Probing Reasoning, Instruction, and Source Memory in LLM HallucinationsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhe Wu, Guangyu Wang, Yuran Chen, et al.2026
- PUPPET: Neural-Symbolic Standardized Patients for Mental HealthAnnual Meeting of the Association for Computational Linguistics (ACL)Chen Xu, Yu Ji, Zhenyu Lyu, et al.2026
- RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijie Tan, Xu Chu, Guanyu Wang, et al.2026
- Role-Adapted Clinical Report Generation for Ultrasound Measurements in Low-Resource SettingsWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECAyoub Nainia, Tanya Akumu, Noussair Lazrak, et al.2026
- Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical ReasoningFindings of the Association for Computational LinguisticsChi Liu, Yan Shu, Mengzhuo Chen, et al.2026
- Scaling Vision–Language Models for Pharmaceutical Long-Form Video Reasoning on Industrial GenAI PlatformWorkshop on Advances in Language and Vision Research (ALVR)Suyash Mishra, Qiang Li, Srikanth Patil, et al.2026
- sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single NotebookWorkshop on Patient-Oriented Language Processing @ LRECIbrahim Ebrar Yurt, Fabian Tobias Karl, Tejaswi Choppa, et al.2026
- sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF FillingWorkshop on Patient-Oriented Language Processing @ LRECKatharina Sommer, Tristan Till, Florian Matthes2026
- TAMU-NLP at ArchEHR-QA 2026: Grounded Clinical QA with Evidence Identification and Intent-Aware Answer GenerationWorkshop on Patient-Oriented Language Processing @ LRECXinqi Su, Rongrong Wang, Sunyang Fu, et al.2026
- Travel on the ICD Tree: Benchmarking Agentic Reasoning for ICD Coding from Chinese Electronic Medical RecordsFindings of the Association for Computational LinguisticsXinjie Xu, Yongqi Fan, Shuang-shuang Chen, et al.2026
- Tree-of-Evidence: Efficient “System 2” Search for Faithful Multimodal GroundingFindings of the Association for Computational LinguisticsMicky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong, et al.2026
- VAIDYA: Validated Agents for Intelligent Diagnosis and Yielded AnalysisWorkshop on Generation, Evaluation and Metrics (GEM)Kalash Shah, Gautam Bhutani, Rohitaswa Sarbhangia, et al.2026
This page in Markdown → https://md.research.elamur.ai/free/en/authors/shekoofeh-azizi/cited-by/page/2/