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# Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 5 of 25 · the most cited first · [← Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/)

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401. **[PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ↗](https://aclanthology.org/2024.findings-acl.436/)**Yihong Dong, Kangcheng Luo, Xue Jiang et al.*12 citations*
402. **[Probing the Emergence of Cross-lingual Alignment during LLM Training ↗](https://aclanthology.org/2024.findings-acl.724/)**Hetong Wang, Pasquale Minervini, Edoardo Ponti*12 citations*
403. **[Proving membership in LLM pretraining data via data watermarks ↗](https://aclanthology.org/2024.findings-acl.788/)**Johnny Wei, Ryan Wang, Robin Jia*12 citations*
404. **[Pruning Foundation Models for High Accuracy without Retraining ↗](https://aclanthology.org/2024.findings-emnlp.566/)**Pu Zhao, Fei Sun, Xuan Shen et al.*12 citations*
405. **[PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs ↗](https://aclanthology.org/2024.findings-emnlp.996/)**Ankit Yadav, Himanshu Beniwal, Mayank Singh*12 citations*
406. **[Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2024.findings-acl.191/)**Guixin Su, Mingmin Wu, Zhongqiang Huang et al.*12 citations*
407. **[Selective Prompting Tuning for Personalized Conversations with LLMs ↗](https://aclanthology.org/2024.findings-acl.959/)**Qiushi Huang, Xubo Liu, Tom Ko et al.*12 citations*
408. **[ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors ↗](https://aclanthology.org/2024.findings-emnlp.610/)**Zhexin Zhang, Yida Lu, Jingyuan Ma et al.*12 citations*
409. **[Style Vectors for Steering Generative Large Language Models ↗](https://aclanthology.org/2024.findings-eacl.52/)**Kai Konen, Sophie Jentzsch, Diaoulé Diallo et al.*12 citations*
410. **[The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness ↗](https://aclanthology.org/2024.findings-acl.776/)**Neeraj Varshney, Pavel Dolin, Agastya Seth et al.*12 citations*
411. **[To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.82/)**Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng et al.*12 citations*
412. **[TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.243/)**Jiahuan Cao, Dezhi Peng, Peirong Zhang et al.*12 citations*
413. **[ToxVidLM: A Multimodal Framework for Toxicity Detection in Code-Mixed Videos ↗](https://aclanthology.org/2024.findings-acl.663/)**Krishanu Maity, A.S. Poornash, Sriparna Saha et al.*12 citations*
414. **[Understanding Cross-Lingual Alignment–-A Survey ↗](https://aclanthology.org/2024.findings-acl.649/)**Katharina Hämmerl, Jindřich Libovický, Alexander Fraser*12 citations*
415. **[Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting ↗](https://aclanthology.org/2024.findings-emnlp.769/)**Siyi Liu, Yang Li, Jiang Li et al.*12 citations*
416. **[VeriScore: Evaluating the factuality of verifiable claims in long-form text generation](https://md.research.elamur.ai/free/en/papers/song-2024-veriscore-evaluating-factuality-verifiable-claims/)**Yixiao Song, Yekyung Kim, Mohit Iyyer*12 citations · our summary*
417. **[When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models ↗](https://aclanthology.org/2024.findings-naacl.237/)**Yanhong Li, Chenghao Yang, Allyson Ettinger*12 citations*
418. **[A Study of Implicit Ranking Unfairness in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.467/)**Chen Xu, Wenjie Wang, Yuxin Li et al.*11 citations*
419. **[A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models ↗](https://aclanthology.org/2024.findings-emnlp.66/)**Ashutosh Sathe, Prachi Jain, Sunayana Sitaram*11 citations*
420. **[API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access ↗](https://aclanthology.org/2024.findings-emnlp.54/)**Jiayuan Su, Jing Luo, Hongwei Wang et al.*11 citations*
421. **[Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ↗](https://aclanthology.org/2024.findings-acl.708/)**Xinran Chen, Xuanang Chen, Ben He et al.*11 citations*
422. **[Are Large Language Models Consistent over Value-laden Questions? ↗](https://aclanthology.org/2024.findings-emnlp.891/)**Jared Moore, Tanvi Deshpande, Diyi Yang*11 citations*
423. **[Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning ↗](https://aclanthology.org/2024.findings-emnlp.191/)**Mohammed Saidul Islam, Raian Rahman, Ahmed Masry et al.*11 citations*
424. **[Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization ↗](https://aclanthology.org/2024.findings-naacl.280/)**Yixin Liu, Alexander Fabbri, Jiawen Chen et al.*11 citations*
425. **[Can Language Models Recognize Convincing Arguments? ↗](https://aclanthology.org/2024.findings-emnlp.515/)**Paula Rescala, Manoel Horta Ribeiro, Tiancheng Hu et al.*11 citations*
426. **[CeeBERT: Cross-Domain Inference in Early Exit BERT ↗](https://aclanthology.org/2024.findings-acl.101/)**Divya Jyoti Bajpai, Manjesh Kumar Hanawal*11 citations*
427. **[ChartCheck: Explainable Fact-Checking over Real-World Chart Images ↗](https://aclanthology.org/2024.findings-acl.828/)**Mubashara Akhtar, Nikesh Subedi, Vivek Gupta et al.*11 citations*
428. **[CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ↗](https://aclanthology.org/2024.findings-acl.539/)**Xinbei Ma, Zhuosheng Zhang, Hai Zhao*11 citations*
429. **[Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ↗](https://aclanthology.org/2024.findings-acl.48/)**Lihui Liu, Blaine Hill, Boxin Du et al.*11 citations*
430. **[DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.529/)**Kedi Chen, Qin Chen, Jie Zhou et al.*11 citations*
431. **[Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.251/)**Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Susanna Paoli et al.*11 citations*
432. **[Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering ↗](https://aclanthology.org/2024.findings-emnlp.986/)**Zimu Wang, Lei Xia, Wei Wang et al.*11 citations*
433. **[Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ↗](https://aclanthology.org/2024.findings-acl.667/)**Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha et al.*11 citations*
434. **[Evidence Retrieval is almost All You Need for Fact Verification ↗](https://aclanthology.org/2024.findings-acl.551/)**Liwen Zheng, Chaozhuo Li, Xi Zhang et al.*11 citations*
435. **[Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? ↗](https://aclanthology.org/2024.findings-emnlp.96/)**Shaoyang Xu, Weilong Dong, Zishan Guo et al.*11 citations*
436. **[Extrinsic Evaluation of Cultural Competence in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.942/)**Shaily Bhatt, Fernando Diaz*11 citations*
437. **[Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake ↗](https://aclanthology.org/2024.findings-naacl.160/)**Orchid Chetia Phukan, Gautam Siddharth Kashyap, Arun Balaji Buduru et al.*11 citations*
438. **[JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.184/)**Ze Wang, Zekun Wu, Xin Guan et al.*11 citations*
439. **[KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge ↗](https://aclanthology.org/2024.findings-acl.666/)**Jiyoung Lee, Minwoo Kim, Seungho Kim et al.*11 citations*
440. **[LLM Performance Predictors are good initializers for Architecture Search ↗](https://aclanthology.org/2024.findings-acl.627/)**Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan et al.*11 citations*
441. **[Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ↗](https://aclanthology.org/2024.findings-acl.957/)**Jaehoon Kim, Seungwan Jin, Sohyun Park et al.*11 citations*
442. **[LoRA Meets Dropout under a Unified Framework ↗](https://aclanthology.org/2024.findings-acl.119/)**Sheng Wang, Liheng Chen, Jiyue Jiang et al.*11 citations*
443. **[LongHeads: Multi-Head Attention is Secretly a Long Context Processor ↗](https://aclanthology.org/2024.findings-emnlp.417/)**Yi Lu, Xin Zhou, Wei He et al.*11 citations*
444. **[Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ↗](https://aclanthology.org/2024.findings-acl.843/)**David Dukić, Jan Šnajder*11 citations*
445. **[Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.467/)**Zhenyi Lu, Jie Tian, Wei Wei et al.*11 citations*
446. **[Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs ↗](https://aclanthology.org/2024.findings-emnlp.613/)**Fengzhu Zeng, Wenqian Li, Wei Gao et al.*11 citations*
447. **[NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ↗](https://aclanthology.org/2024.findings-acl.471/)**Shudan Zhang, Hanlin Zhao, Xiao Liu et al.*11 citations*
448. **[ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ↗](https://aclanthology.org/2024.findings-acl.442/)**Lei Sun, Zhengwei Tao, Youdi Li et al.*11 citations*
449. **[ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ↗](https://aclanthology.org/2024.findings-acl.378/)**Xuanqing Yu, Wangtao Sun, Jingwei Li et al.*11 citations*
450. **[OffsetBias: Leveraging Debiased Data for Tuning Evaluators](https://md.research.elamur.ai/free/en/papers/park-2024-offsetbias-leveraging-debiased-data-tuning/)**Junsoo Park, Seungyeon Jwa, Ren Meiying et al.*11 citations · our summary*
451. **[Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ↗](https://aclanthology.org/2024.findings-acl.65/)**Minjin Kim, Minju Kim, Hana Kim et al.*11 citations*
452. **[Prompting open-source and commercial language models for grammatical error correction of English learner text ↗](https://aclanthology.org/2024.findings-acl.711/)**Christopher Davis, Andrew Caines, Øistein E. Andersen et al.*11 citations*
453. **[Pruning as a Domain-specific LLM Extractor ↗](https://aclanthology.org/2024.findings-naacl.91/)**Nan Zhang, Yanchi Liu, Xujiang Zhao et al.*11 citations*
454. **[Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ↗](https://aclanthology.org/2024.findings-acl.575/)**Joan Santoso, Patrick Sutanto, Billy Cahyadi et al.*11 citations*
455. **[Pushing the Limits of Zero-shot End-to-End Speech Translation ↗](https://aclanthology.org/2024.findings-acl.847/)**Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa et al.*11 citations*
456. **[Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective ↗](https://aclanthology.org/2024.findings-emnlp.960/)**Meiqi Chen, Yixin Cao, Yan Zhang et al.*11 citations*
457. **[RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models ↗](https://aclanthology.org/2024.findings-acl.933/)**Minsoo Kim, Sihwa Lee, Wonyong Sung et al.*11 citations*
458. **[Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ↗](https://aclanthology.org/2024.findings-acl.863/)**Meishan Zhang, Hao Fei, Bin Wang et al.*11 citations*
459. **[Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2024.findings-acl.615/)**Haining Wang, Kang He, Bobo Li et al.*11 citations*
460. **[Sanitizing Large Language Models in Bug Detection with Data-Flow ↗](https://aclanthology.org/2024.findings-emnlp.217/)**Chengpeng Wang, Wuqi Zhang, Zian Su et al.*11 citations*
461. **[SharedCon: Implicit Hate Speech Detection using Shared Semantics ↗](https://aclanthology.org/2024.findings-acl.622/)**Hyeseon Ahn, Youngwook Kim, Jungin Kim et al.*11 citations*
462. **[SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM ↗](https://aclanthology.org/2024.findings-emnlp.14/)**Jielin Qiu, Andrea Madotto, Zhaojiang Lin et al.*11 citations*
463. **[The Emotion Dynamics of Literary Novels ↗](https://aclanthology.org/2024.findings-acl.150/)**Krishnapriya Vishnubhotla, Adam Hammond, Graeme Hirst et al.*11 citations*
464. **[TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish ↗](https://aclanthology.org/2024.findings-emnlp.413/)**Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel et al.*11 citations*
465. **[Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? ↗](https://aclanthology.org/2024.findings-emnlp.766/)**Tannon Kew, Florian Schottmann, Rico Sennrich*11 citations*
466. **[Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ↗](https://aclanthology.org/2024.findings-acl.134/)**Omer Goldman, Avi Caciularu, Matan Eyal et al.*11 citations*
467. **[Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.873/)**Jie Chen, Yupeng Zhang, Bingning Wang et al.*11 citations*
468. **[Using LLMs to simulate students' responses to exam questions ↗](https://aclanthology.org/2024.findings-emnlp.663/)**Luca Benedetto, Giovanni Aradelli, Antonia Donvito et al.*11 citations*
469. **[k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ↗](https://aclanthology.org/2024.findings-acl.98/)**Abe Hou, Jingyu Zhang, Yichen Wang et al.*11 citations*
470. **[A Unified Framework for Model Editing ↗](https://aclanthology.org/2024.findings-emnlp.903/)**Akshat Gupta, Dev Sajnani, Gopala Anumanchipalli*10 citations*
471. **[ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ↗](https://aclanthology.org/2024.findings-acl.597/)**David Wan, Koustuv Sinha, Srini Iyer et al.*10 citations*
472. **[An Empirical Study of In-context Learning in LLMs for Machine Translation ↗](https://aclanthology.org/2024.findings-acl.440/)**Pranjal Chitale, Jay Gala, Raj Dabre*10 citations*
473. **[Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality ↗](https://aclanthology.org/2024.findings-acl.240/)**Jiahuan Pei, Irene Viola, Haochen Huang et al.*10 citations*
474. **[Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ↗](https://aclanthology.org/2024.findings-acl.638/)**Kaiyi Zhang, Ang Lv, Yuhan Chen et al.*10 citations*
475. **[BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ↗](https://aclanthology.org/2024.findings-acl.25/)**Parker Glenn, Parag Dakle, Liang Wang et al.*10 citations*
476. **[Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric ↗](https://aclanthology.org/2024.findings-emnlp.353/)**Hyukhun Koh, Dohyung Kim, Minwoo Lee et al.*10 citations*
477. **[Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements ↗](https://aclanthology.org/2024.findings-acl.956/)**Ming Li, Jiuhai Chen, Lichang Chen et al.*10 citations*
478. **[Can Large Language Models Understand Context? ↗](https://aclanthology.org/2024.findings-eacl.135/)**Yilun Zhu, Joel Ruben Antony Moniz, Shruti Bhargava et al.*10 citations*
479. **[Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs ↗](https://aclanthology.org/2024.findings-naacl.62/)**Victor Carbune, Hassan Mansoor, Fangyu Liu et al.*10 citations*
480. **[Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation ↗](https://aclanthology.org/2024.findings-acl.1/)**Letian Peng, Yuwei Zhang, Jingbo Shang*10 citations*
481. **[CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples ↗](https://aclanthology.org/2024.findings-acl.915/)**Jianrui Zhang, Mu Cai, Tengyang Xie et al.*10 citations*
482. **[DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2024.findings-naacl.120/)**Zhihao Wang, Bo Zhang, Ru Yang et al.*10 citations*
483. **[DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis ↗](https://aclanthology.org/2024.findings-acl.966/)**Peijie Huang, Xisheng Xiao, Yuhong Xu et al.*10 citations*
484. **[Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning ↗](https://aclanthology.org/2024.findings-naacl.75/)**Miao Peng, Ben Liu, Wenjie Xu et al.*10 citations*
485. **[Divide-or-Conquer? Which Part Should You Distill Your LLM? ↗](https://aclanthology.org/2024.findings-emnlp.145/)**Zhuofeng Wu, Richard He Bai, Aonan Zhang et al.*10 citations*
486. **[Dynamic Planning for LLM-based Graphical User Interface Automation ↗](https://aclanthology.org/2024.findings-emnlp.70/)**Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen et al.*10 citations*
487. **[Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ↗](https://aclanthology.org/2024.findings-acl.646/)**Menglong Cui, Jiangcun Du, Shaolin Zhu et al.*10 citations*
488. **[Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment ↗](https://aclanthology.org/2024.findings-naacl.204/)**Zhongtao Miao, Qiyu Wu, Kaiyan Zhao et al.*10 citations*
489. **[Generalized Category Discovery with Large Language Models in the Loop ↗](https://aclanthology.org/2024.findings-acl.512/)**Wenbin An, Wenkai Shi, Feng Tian et al.*10 citations*
490. **[ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ↗](https://aclanthology.org/2024.findings-acl.20/)**Henry Peng Zou, Vinay Samuel, Yue Zhou et al.*10 citations*
491. **[Incremental Sequence Labeling: A Tale of Two Shifts ↗](https://aclanthology.org/2024.findings-acl.44/)**Shengjie Qiu, Junhao Zheng, Zhen Liu et al.*10 citations*
492. **[Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell ↗](https://aclanthology.org/2024.findings-emnlp.447/)**Muhan Gao, TaiMing Lu, Kuai Yu et al.*10 citations*
493. **[LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ↗](https://aclanthology.org/2024.findings-acl.153/)**Zhong-Zhi Li, Ming-Liang Zhang, Fei Yin et al.*10 citations*
494. **[LLM generated responses to mitigate the impact of hate speech ↗](https://aclanthology.org/2024.findings-emnlp.931/)**Jakub Podolak, Szymon Łukasik, Paweł Balawender et al.*10 citations*
495. **[LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study ↗](https://aclanthology.org/2024.findings-emnlp.870/)**Van Bach Nguyen, Paul Youssef, Christin Seifert et al.*10 citations*
496. **[Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ↗](https://aclanthology.org/2024.findings-acl.37/)**Yuchen Hu, Chen Chen, Chengwei Qin et al.*10 citations*
497. **[LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ↗](https://aclanthology.org/2024.findings-acl.263/)**Ziyu Zhao, Leilei Gan, Guoyin Wang et al.*10 citations*
498. **[Low-resource neural machine translation with morphological modeling ↗](https://aclanthology.org/2024.findings-naacl.13/)**Antoine Nzeyimana*10 citations*
499. **[MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ↗](https://aclanthology.org/2024.findings-acl.296/)**Dexuan Xu, Yanyuan Chen, Jieyi Wang et al.*10 citations*
500. **[MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ↗](https://aclanthology.org/2024.findings-acl.432/)**Jian Ma, Wenguan Wang, Yi Yang et al.*10 citations*

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