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

2,432 papers · page 9 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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801. **[Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications ↗](https://aclanthology.org/2024.findings-acl.791/)**Junlin Wang, Tianyi Yang, Roy Xie et al.*6 citations*
802. **[Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding ↗](https://aclanthology.org/2024.findings-naacl.192/)**Yanda Li, Dixuan Wang, Jiaqing Liang et al.*6 citations*
803. **[Reinforcement Learning with Token-level Feedback for Controllable Text Generation ↗](https://aclanthology.org/2024.findings-naacl.111/)**Wendi Li, Wei Wei, Kaihe Xu et al.*6 citations*
804. **[SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation ↗](https://aclanthology.org/2024.findings-acl.911/)**Kun Zhao, Bohao Yang, Chen Tang et al.*6 citations*
805. **[Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ↗](https://aclanthology.org/2024.findings-acl.309/)**Yu Yang, Jinyu Guo, Kai Shuang et al.*6 citations*
806. **[SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation ↗](https://aclanthology.org/2024.findings-emnlp.71/)**Minda Hu, Licheng Zong, Hongru Wang et al.*6 citations*
807. **[SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases ↗](https://aclanthology.org/2024.findings-emnlp.346/)**Yanqi Song, Ruiheng Liu, Shu Chen et al.*6 citations*
808. **[Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks ↗](https://aclanthology.org/2024.findings-emnlp.750/)**Terry Tong, Qin Liu, Jiashu Xu et al.*6 citations*
809. **[Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning ↗](https://aclanthology.org/2024.findings-acl.767/)**Tejas Srinivasan, Jack Hessel, Tanmay Gupta et al.*6 citations*
810. **[Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models ↗](https://aclanthology.org/2024.findings-naacl.162/)**Wei Han, Hui Chen, Min-Yen Kan et al.*6 citations*
811. **[Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards ↗](https://aclanthology.org/2024.findings-emnlp.78/)**Hyeonbin Hwang, Doyoung Kim, Seungone Kim et al.*6 citations*
812. **[Small Language Models Need Strong Verifiers to Self-Correct Reasoning ↗](https://aclanthology.org/2024.findings-acl.924/)**Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran et al.*6 citations*
813. **[Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ↗](https://aclanthology.org/2024.findings-acl.179/)**Jiahao Liu, Qifan Wang, Jingang Wang et al.*6 citations*
814. **[SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ↗](https://aclanthology.org/2024.findings-acl.596/)**Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki et al.*6 citations*
815. **[StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ↗](https://aclanthology.org/2024.findings-acl.326/)**Farhad Nooralahzadeh, Yi Zhang, Ellery Smith et al.*6 citations*
816. **[Step-level Value Preference Optimization for Mathematical Reasoning ↗](https://aclanthology.org/2024.findings-emnlp.463/)**Guoxin Chen, Minpeng Liao, Chengxi Li et al.*6 citations*
817. **[Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning ↗](https://aclanthology.org/2024.findings-emnlp.912/)**Shashank Sonkar, Naiming Liu, Richard Baraniuk*6 citations*
818. **[Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models ↗](https://aclanthology.org/2024.findings-acl.327/)**Yubing Ren, Ping Guo, Yanan Cao et al.*6 citations*
819. **[SyntaxShap: Syntax-aware Explainability Method for Text Generation ↗](https://aclanthology.org/2024.findings-acl.270/)**Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady*6 citations*
820. **[T3M: Text Guided 3D Human Motion Synthesis from Speech ↗](https://aclanthology.org/2024.findings-naacl.74/)**Wenshuo Peng, Kaipeng Zhang, Sai Qian Zhang*6 citations*
821. **[TOOLVERIFIER: Generalization to New Tools via Self-Verification ↗](https://aclanthology.org/2024.findings-emnlp.289/)**Dheeraj Mekala, Jason E Weston, Jack Lanchantin et al.*6 citations*
822. **[Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ↗](https://aclanthology.org/2024.findings-acl.464/)**Xiang Li, Shizhu He, Fangyu Lei et al.*6 citations*
823. **[The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ↗](https://aclanthology.org/2024.findings-acl.322/)**Wanli Yang, Fei Sun, Xinyu Ma et al.*6 citations*
824. **[Thinking about how to extract: Energizing LLMs' emergence capabilities for document-level event argument extraction ↗](https://aclanthology.org/2024.findings-acl.328/)**Kai Shuang, Ji Zhou, Qiwei Wang et al.*6 citations*
825. **[TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind ↗](https://aclanthology.org/2024.findings-acl.685/)**Guiyang Hou, Wenqi Zhang, Yongliang Shen et al.*6 citations*
826. **[Tokenization Falling Short: On Subword Robustness in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.86/)**Yekun Chai, Yewei Fang, Qiwei Peng et al.*6 citations*
827. **[Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks ↗](https://aclanthology.org/2024.findings-emnlp.688/)**Anas Himmi, Ekhine Irurozki, Nathan Noiry et al.*6 citations*
828. **[Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge ↗](https://aclanthology.org/2024.findings-naacl.177/)**Yifei Liu, Yiquan Wu, Ang Li et al.*6 citations*
829. **[Unlocking Continual Learning Abilities in Language Models ↗](https://aclanthology.org/2024.findings-emnlp.379/)**Wenyu Du, Shuang Cheng, Tongxu Luo et al.*6 citations*
830. **[Unsupervised Sign Language Translation and Generation ↗](https://aclanthology.org/2024.findings-acl.835/)**Zhengsheng Guo, Zhiwei He, Wenxiang Jiao et al.*6 citations*
831. **[When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.988/)**Weilan Wang, Yu Mao, Tang Dongdong et al.*6 citations*
832. **[Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information ↗](https://aclanthology.org/2024.findings-emnlp.388/)**Yongheng Zhang, Qiguang Chen, Jingxuan Zhou et al.*6 citations*
833. **[“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs ↗](https://aclanthology.org/2024.findings-emnlp.770/)**Ran Zmigrod, Pranav Shetty, Mathieu Sibue et al.*6 citations*
834. **[$R^3$-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL ↗](https://aclanthology.org/2024.findings-emnlp.800/)**Yuhang Zhou, Yu He, Siyu Tian et al.*5 citations*
835. **[$\textttDARA$: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ↗](https://aclanthology.org/2024.findings-acl.203/)**Haishuo Fang, Xiaodan Zhu, Iryna Gurevych*5 citations*
836. **[A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation ↗](https://aclanthology.org/2024.findings-emnlp.559/)**Irune Zubiaga, Aitor Soroa, Rodrigo Agerri*5 citations*
837. **[A Survey on Modelling Morality for Text Analysis ↗](https://aclanthology.org/2024.findings-acl.245/)**Ines Reinig, Maria Becker, Ines Rehbein et al.*5 citations*
838. **[AFPQ: Asymmetric Floating Point Quantization for LLMs ↗](https://aclanthology.org/2024.findings-acl.3/)**Yijia Zhang, Sicheng Zhang, Shijie Cao et al.*5 citations*
839. **[AXCEL: Automated eXplainable Consistency Evaluation using LLMs ↗](https://aclanthology.org/2024.findings-emnlp.878/)**P Aditya Sreekar, Sahil Verma, Suransh Chopra et al.*5 citations*
840. **[Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ↗](https://aclanthology.org/2024.findings-acl.151/)**Peiran Yao, Denilson Barbosa*5 citations*
841. **[Activation Scaling for Steering and Interpreting Language Models ↗](https://aclanthology.org/2024.findings-emnlp.479/)**Niklas Stoehr, Kevin Du, Vésteinn Snæbjarnarson et al.*5 citations*
842. **[Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts ↗](https://aclanthology.org/2024.findings-emnlp.136/)**Youna Kim, Hyuhng Joon Kim, Cheonbok Park et al.*5 citations*
843. **[AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories ↗](https://aclanthology.org/2024.findings-emnlp.116/)**Yifan Song, Weimin Xiong, Xiutian Zhao et al.*5 citations*
844. **[AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ↗](https://aclanthology.org/2024.findings-acl.174/)**Zehan Li, Fu Zhang, Jingwei Cheng*5 citations*
845. **[An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ↗](https://aclanthology.org/2024.findings-acl.139/)**Chenlong Deng, Zhicheng Dou, Yujia Zhou et al.*5 citations*
846. **[An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification ↗](https://aclanthology.org/2024.findings-emnlp.714/)**Ruike Zhang, Yuan Tian, Penghui Wei et al.*5 citations*
847. **[Are Large Language Models (LLMs) Good Social Predictors? ↗](https://aclanthology.org/2024.findings-emnlp.153/)**Kaiqi Yang, Hang Li, Hongzhi Wen et al.*5 citations*
848. **[Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues ↗](https://aclanthology.org/2024.findings-emnlp.473/)**Yuncheng Hua, Lizhen Qu, Reza Haf*5 citations*
849. **[Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering ↗](https://aclanthology.org/2024.findings-emnlp.699/)**Yuhang Tian, Dandan Song, Zhijing Wu et al.*5 citations*
850. **[Automated Detection and Analysis of Data Practices Using A Real-World Corpus ↗](https://aclanthology.org/2024.findings-acl.271/)**Mukund Srinath, Pranav Venkit, Maria Badillo et al.*5 citations*
851. **[BASES: Large-scale Web Search User Simulation with Large Language Model based Agents ↗](https://aclanthology.org/2024.findings-emnlp.50/)**Ruiyang Ren, Peng Qiu, Yingqi Qu et al.*5 citations*
852. **[Balanced Data Sampling for Language Model Training with Clustering ↗](https://aclanthology.org/2024.findings-acl.833/)**Yunfan Shao, Linyang Li, Zhaoye Fei et al.*5 citations*
853. **[Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ↗](https://aclanthology.org/2024.findings-acl.59/)**Songda Li, Yunqi Zhang, Chunyuan Deng et al.*5 citations*
854. **[Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives ↗](https://aclanthology.org/2024.findings-naacl.168/)**Jiaxin Liu, Yi Yang, Kar Yan Tam*5 citations*
855. **[Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ↗](https://aclanthology.org/2024.findings-acl.665/)**Weixiang Zhao, Zhuojun Li, Shilong Wang et al.*5 citations*
856. **[Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling ↗](https://aclanthology.org/2024.findings-emnlp.99/)**Yao-Ching Yu, Chun Chih Kuo, Ye Ziqi et al.*5 citations*
857. **[Bridging Cultural Nuances in Dialogue Agents through Cultural Value Surveys](https://md.research.elamur.ai/free/en/papers/cao-2024-bridging-cultural-nuances-dialogue-agents/)**Yong Cao, Min Chen, Daniel Hershcovich*5 citations · our summary*
858. **[Budget-Constrained Tool Learning with Planning ↗](https://aclanthology.org/2024.findings-acl.536/)**Yuanhang Zheng, Peng Li, Ming Yan et al.*5 citations*
859. **[CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs ↗](https://aclanthology.org/2024.findings-emnlp.408/)**Yupei Ren, Hongyi Wu, Zhaoguang Long et al.*5 citations*
860. **[CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ↗](https://aclanthology.org/2024.findings-acl.459/)**Korbinian Randl, John Pavlopoulos, Aron Henriksson et al.*5 citations*
861. **[CLEAR: Can Language Models Really Understand Causal Graphs? ↗](https://aclanthology.org/2024.findings-emnlp.363/)**Sirui Chen, Mengying Xu, Kun Wang et al.*5 citations*
862. **[Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ↗](https://aclanthology.org/2024.findings-acl.508/)**Marcio Fonseca, Shay B. Cohen*5 citations*
863. **[Characterizing LLM Abstention Behavior in Science QA with Context Perturbations ↗](https://aclanthology.org/2024.findings-emnlp.197/)**Bingbing Wen, Bill Howe, Lucy Lu Wang*5 citations*
864. **[Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ↗](https://aclanthology.org/2024.findings-acl.484/)**Aditi Mishra, Sajjadur Rahman, Kushan Mitra et al.*5 citations*
865. **[ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs ↗](https://aclanthology.org/2024.findings-emnlp.795/)**Preetam Prabhu Srikar Dammu, Himanshu Naidu, Mouly Dewan et al.*5 citations*
866. **[Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ↗](https://aclanthology.org/2024.findings-acl.169/)**Longyin Zhang, Bowei Zou, Jacintha Yi et al.*5 citations*
867. **[ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.407/)**Yanan Wu, Jie Liu, Xingyuan Bu et al.*5 citations*
868. **[Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2024.findings-naacl.80/)**Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke*5 citations*
869. **[Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs ↗](https://aclanthology.org/2024.findings-emnlp.920/)**Arijit Nag, Animesh Mukherjee, Niloy Ganguly et al.*5 citations*
870. **[DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models ↗](https://aclanthology.org/2024.findings-emnlp.838/)**Sara Vera Marjanovic, Haeun Yu, Pepa Atanasova et al.*5 citations*
871. **[Data Contamination Calibration for Black-box LLMs ↗](https://aclanthology.org/2024.findings-acl.644/)**Wentao Ye, Jiaqi Hu, Liyao Li et al.*5 citations*
872. **[Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction ↗](https://aclanthology.org/2024.findings-emnlp.958/)**Sijia Wang, Lifu Huang*5 citations*
873. **[Designing Informative Metrics for Few-Shot Example Selection ↗](https://aclanthology.org/2024.findings-acl.602/)**Rishabh Adiga, Lakshmi Subramanian, Varun Chandrasekaran*5 citations*
874. **[Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ↗](https://aclanthology.org/2024.findings-acl.399/)**Shuya Lin, Yuxiong Wang, Jonathan Dong et al.*5 citations*
875. **[Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models](https://md.research.elamur.ai/free/en/papers/kim-2024-developing-pragmatic-benchmark-assessing-korean/)**Yeeun Kim, Youngrok Choi, Eunkyung Choi et al.*5 citations · our summary*
876. **[DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI ↗](https://aclanthology.org/2024.findings-eacl.152/)**Jianguo Zhang, Kun Qian, Zhiwei Liu et al.*5 citations*
877. **[Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ↗](https://aclanthology.org/2024.findings-acl.553/)**Maximilian Spliethöver, Sai Nikhil Menon, Henning Wachsmuth*5 citations*
878. **[DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations ↗](https://aclanthology.org/2024.findings-naacl.51/)**Weihao Zeng, Dayuan Fu, Keqing He et al.*5 citations*
879. **[Dual Process Masking for Dialogue Act Recognition ↗](https://aclanthology.org/2024.findings-emnlp.895/)**Yeo Jin Kim, Halim Acosta, Wookhee Min et al.*5 citations*
880. **[EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ↗](https://aclanthology.org/2024.findings-acl.971/)**Jaehee Ryu, Seonhee Cho, Gyubok Lee et al.*5 citations*
881. **[EVIT: Event-Oriented Instruction Tuning for Event Reasoning ↗](https://aclanthology.org/2024.findings-acl.531/)**Zhengwei Tao, Xiancai Chen, Zhi Jin et al.*5 citations*
882. **[Enhancing Emotion-Cause Pair Extraction in Conversations via Center Event Detection and Reasoning ↗](https://aclanthology.org/2024.findings-emnlp.632/)**Botao Wang, Keke Tang, Peican Zhu*5 citations*
883. **[Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models ↗](https://aclanthology.org/2024.findings-emnlp.102/)**Canshi Wei*5 citations*
884. **[Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ↗](https://aclanthology.org/2024.findings-acl.751/)**Minsu Kim, James Thorne*5 citations*
885. **[Ethos: Rectifying Language Models in Orthogonal Parameter Space ↗](https://aclanthology.org/2024.findings-naacl.132/)**Lei Gao, Yue Niu, Tingting Tang et al.*5 citations*
886. **[Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ↗](https://aclanthology.org/2024.findings-acl.292/)**Huichi Zhou, Zhaoyang Wang, Hongtao Wang et al.*5 citations*
887. **[Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs ↗](https://aclanthology.org/2024.findings-emnlp.415/)**Yinhan He, Zaiyi Zheng, Patrick Soga et al.*5 citations*
888. **[Exploring Hint Generation Approaches for Open-Domain Question Answering ↗](https://aclanthology.org/2024.findings-emnlp.546/)**Jamshid Mozafari, Abdelrahman Abdallah, Bhawna Piryani et al.*5 citations*
889. **[Exploring Quantization for Efficient Pre-Training of Transformer Language Models ↗](https://aclanthology.org/2024.findings-emnlp.787/)**Kamran Chitsaz, Quentin Fournier, Goncalo Mordido et al.*5 citations*
890. **[Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ↗](https://aclanthology.org/2024.findings-acl.236/)**Pablo Messina, Rene Vidal, Denis Parra et al.*5 citations*
891. **[FactAlign: Long-form Factuality Alignment of Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.955/)**Chao-Wei Huang, Yun-Nung Chen*5 citations*
892. **[Fair Federated Learning with Biased Vision-Language Models ↗](https://aclanthology.org/2024.findings-acl.595/)**Huimin Zeng, Zhenrui Yue, Yang Zhang et al.*5 citations*
893. **[GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ↗](https://aclanthology.org/2024.findings-acl.521/)**Yi Zong, Xipeng Qiu*5 citations*
894. **[GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation ↗](https://aclanthology.org/2024.findings-naacl.272/)**Mohsen Gholami, Mohammad Akbari, Tianxi Hu et al.*5 citations*
895. **[HOTVCOM: Generating Buzzworthy Comments for Videos ↗](https://aclanthology.org/2024.findings-acl.130/)**Yuyan Chen, Songzhou Yan, Qingpei Guo et al.*5 citations*
896. **[HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues ↗](https://aclanthology.org/2024.findings-emnlp.675/)**Akash Ghosh, Arkadeep Acharya, Sriparna Saha et al.*5 citations*
897. **[Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain ↗](https://aclanthology.org/2024.findings-naacl.3/)**Eugene Jang, Jian Cui, Dayeon Yim et al.*5 citations*
898. **[Immunization against harmful fine-tuning attacks ↗](https://aclanthology.org/2024.findings-emnlp.301/)**Domenic Rosati, Jan Wehner, Kai Williams et al.*5 citations*
899. **[Improving Factual Consistency of News Summarization by Contrastive Preference Optimization ↗](https://aclanthology.org/2024.findings-emnlp.648/)**Huawen Feng, Yan Fan, Xiong Liu et al.*5 citations*
900. **[Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ↗](https://aclanthology.org/2024.findings-acl.232/)**Hongling Xu, Qianlong Wang, Yice Zhang et al.*5 citations*

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