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# Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 9 of 22 · the most cited first · [← Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/)

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801. **[Global Constraints with Prompting for Zero-Shot Event Argument Classification ↗](https://aclanthology.org/2023.findings-eacl.191/)**Zizheng Lin, Hongming Zhang, Yangqiu Song*6 citations*
802. **[HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis ↗](https://aclanthology.org/2023.findings-emnlp.916/)**Nafis Tripto, Adaku Uchendu, Thai Le et al.*6 citations*
803. **[Human-in-the-loop Abstractive Dialogue Summarization ↗](https://aclanthology.org/2023.findings-acl.584/)**Jiaao Chen, Mohan Dodda, Diyi Yang*6 citations*
804. **[Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions ↗](https://aclanthology.org/2023.findings-eacl.22/)**Cuong Hoang, Devendra Sachan, Prashant Mathur et al.*6 citations*
805. **[Incorporating Graph Information in Transformer-based AMR Parsing ↗](https://aclanthology.org/2023.findings-acl.125/)**Pavlo Vasylenko, Pere Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo et al.*6 citations*
806. **[Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What's Next? ↗](https://aclanthology.org/2023.findings-acl.1/)**Xiaotian Zhang, Yanjun Zheng, Hang Yan et al.*6 citations*
807. **[Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term ↗](https://aclanthology.org/2023.findings-emnlp.92/)**Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong et al.*6 citations*
808. **[Language Agnostic Multilingual Information Retrieval with Contrastive Learning ↗](https://aclanthology.org/2023.findings-acl.581/)**Xiyang Hu, Xinchi Chen, Peng Qi et al.*6 citations*
809. **[Language Anisotropic Cross-Lingual Model Editing ↗](https://aclanthology.org/2023.findings-acl.343/)**Yang Xu, Yutai Hou, Wanxiang Che et al.*6 citations*
810. **[Language Modeling with Latent Situations ↗](https://aclanthology.org/2023.findings-acl.795/)**Belinda Z. Li, Maxwell Nye, Jacob Andreas*6 citations*
811. **[Lexical Semantics with Large Language Models: A Case Study of English “break” ↗](https://aclanthology.org/2023.findings-eacl.36/)**Erika Petersen, Christopher Potts*6 citations*
812. **[Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables ↗](https://aclanthology.org/2023.findings-ijcnlp.1/)**Wenting Zhao, Ye Liu, Yao Wan et al. · IJCNLP-AACL 2023 (Findings*6 citations*
813. **[MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities ↗](https://aclanthology.org/2023.findings-emnlp.708/)**Priyanka Kargupta, Tanay Komarlu, Susik Yoon et al.*6 citations*
814. **[MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension ↗](https://aclanthology.org/2023.findings-emnlp.343/)**Guoxin Chen, Yiming Qian, Bowen Wang et al.*6 citations*
815. **[MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction ↗](https://aclanthology.org/2023.findings-emnlp.681/)**Jingheng Ye, Yinghui Li, Yangning Li et al.*6 citations*
816. **[Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.145/)**Yougang Lyu, Jitai Hao, Zihan Wang et al.*6 citations*
817. **[Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ↗](https://aclanthology.org/2023.findings-acl.166/)**Bang Yang, Fenglin Liu, Zheng Li et al.*6 citations*
818. **[No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks ↗](https://aclanthology.org/2023.findings-emnlp.155/)**Sergey Berezin, Reza Farahbakhsh, Noel Crespi*6 citations*
819. **[Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ↗](https://aclanthology.org/2023.findings-acl.153/)**Ruijie Wang, Baoyu Li, Yichen Lu et al.*6 citations*
820. **[NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ↗](https://aclanthology.org/2023.findings-acl.400/)**Amir Soleimani, Christof Monz, Marcel Worring*6 citations*
821. **[On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ↗](https://aclanthology.org/2023.findings-acl.778/)**Chenghao Xiao, Yang Long, Noura Al Moubayed*6 citations*
822. **[On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ↗](https://aclanthology.org/2023.findings-acl.608/)**Liang Chen, Shuming Ma, Dongdong Zhang et al.*6 citations*
823. **[Open Information Extraction with Entity Focused Constraints ↗](https://aclanthology.org/2023.findings-eacl.95/)**Prajna Upadhyay, Oana Balalau, Ioana Manolescu*6 citations*
824. **[OpineSum: Entailment-based self-training for abstractive opinion summarization ↗](https://aclanthology.org/2023.findings-acl.686/)**Annie Louis, Joshua Maynez*6 citations*
825. **[Paper Bullets: Modeling Propaganda with the Help of Metaphor ↗](https://aclanthology.org/2023.findings-eacl.35/)**Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov et al.*6 citations*
826. **[Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ↗](https://aclanthology.org/2023.findings-acl.619/)**Kartikeya Badola, Shachi Dave, Partha Talukdar*6 citations*
827. **[Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ↗](https://aclanthology.org/2023.findings-acl.374/)**Soyeong Jeong, Jinheon Baek, Sung Ju Hwang et al.*6 citations*
828. **[Predicting Desirable Revisions of Evidence and Reasoning in Argumentative Writing ↗](https://aclanthology.org/2023.findings-eacl.193/)**Tazin Afrin, Diane Litman*6 citations*
829. **[Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers ↗](https://aclanthology.org/2023.findings-acl.95/)**Jaeyoung Kim, Kyuheon Jung, Dongbin Na et al.*6 citations*
830. **[PsyAttention: Psychological Attention Model for Personality Detection ↗](https://aclanthology.org/2023.findings-emnlp.222/)**Baohua Zhang, Yongyi Huang, Wenyao Cui et al.*6 citations*
831. **[Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding ↗](https://aclanthology.org/2023.findings-emnlp.993/)**Cesare Spinoso-Di Piano, Samira Rahimi, Jackie Cheung*6 citations*
832. **[RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ↗](https://aclanthology.org/2023.findings-acl.155/)**Cunxiang Wang, Haofei Yu, Yue Zhang*6 citations*
833. **[Reimagining Retrieval Augmented Language Models for Answering Queries ↗](https://aclanthology.org/2023.findings-acl.382/)**Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez et al.*6 citations*
834. **[Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ↗](https://aclanthology.org/2023.findings-acl.697/)**Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka et al.*6 citations*
835. **[Responsible AI Considerations in Text Summarization Research: A Review of Current Practices ↗](https://aclanthology.org/2023.findings-emnlp.413/)**Yu Lu Liu, Meng Cao, Su Lin Blodgett et al.*6 citations*
836. **[RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification ↗](https://aclanthology.org/2023.findings-emnlp.21/)**Junjie Ye, Jie Zhou, Junfeng Tian et al.*6 citations*
837. **[Romanization-based Large-scale Adaptation of Multilingual Language Models ↗](https://aclanthology.org/2023.findings-emnlp.538/)**Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer et al.*6 citations*
838. **[SWING: Balancing Coverage and Faithfulness for Dialogue Summarization ↗](https://aclanthology.org/2023.findings-eacl.37/)**Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma et al.*6 citations*
839. **[Scalable Prompt Generation for Semi-supervised Learning with Language Models ↗](https://aclanthology.org/2023.findings-eacl.58/)**Yuhang Zhou, Suraj Maharjan, Beiye Liu*6 citations*
840. **[Schema-adaptable Knowledge Graph Construction ↗](https://aclanthology.org/2023.findings-emnlp.425/)**Hongbin Ye, Honghao Gui, Xin Xu et al.*6 citations*
841. **[Self-Evolution Learning for Discriminative Language Model Pretraining ↗](https://aclanthology.org/2023.findings-acl.254/)**Qihuang Zhong, Liang Ding, Juhua Liu et al.*6 citations*
842. **[Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation ↗](https://aclanthology.org/2023.findings-eacl.170/)**Lingzhi Wang, Mrinmaya Sachan, Xingshan Zeng et al.*6 citations*
843. **[Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ↗](https://aclanthology.org/2023.findings-acl.391/)**Haowei Du, Yansong Feng, Chen Li et al.*6 citations*
844. **[Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention ↗](https://aclanthology.org/2023.findings-emnlp.794/)**Yifeng Xie, Zhihong Zhu, Xuxin Cheng et al.*6 citations*
845. **[The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation](https://md.research.elamur.ai/free/en/papers/loakman-2023-iron-ic-melting-pot-reviewing/)**Tyler Loakman, Aaron Maladry, Chenghua Lin*6 citations · our summary*
846. **[The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation ↗](https://aclanthology.org/2023.findings-emnlp.316/)**Dung Nguyen, Le Nam, Anh Dau et al.*6 citations*
847. **[Topic and Style-aware Transformer for Multimodal Emotion Recognition ↗](https://aclanthology.org/2023.findings-acl.130/)**Shuwen Qiu, Nitesh Sekhar, Prateek Singhal*6 citations*
848. **[Transferring General Multimodal Pretrained Models to Text Recognition ↗](https://aclanthology.org/2023.findings-acl.37/)**Junyang Lin, Xuancheng Ren, Yichang Zhang et al.*6 citations*
849. **[Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI ↗](https://aclanthology.org/2023.findings-emnlp.29/)**Alexander Leonhardt, Giuseppe Abrami, Daniel Baumartz et al.*6 citations*
850. **[Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations ↗](https://aclanthology.org/2023.findings-emnlp.441/)**Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata*6 citations*
851. **[Unsupervised Keyphrase Extraction via Interpretable Neural Networks ↗](https://aclanthology.org/2023.findings-eacl.82/)**Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha et al.*6 citations*
852. **[Using Collostructional Analysis to evaluate BERT's representation of linguistic constructions ↗](https://aclanthology.org/2023.findings-acl.819/)**Tim Veenboer, Jelke Bloem*6 citations*
853. **[Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ↗](https://aclanthology.org/2023.findings-acl.246/)**Zhenhailong Wang, Xiaoman Pan, Dian Yu et al.*6 citations*
854. **[Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning ↗](https://aclanthology.org/2023.findings-acl.17/)**Hui-Chi Kuo, Yun-Nung Chen*6 citations*
855. **[ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ↗](https://aclanthology.org/2023.findings-acl.200/)**Kaihao Guo, Hang Yu, Cong Liao et al.*6 citations*
856. **[ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution ↗](https://aclanthology.org/2023.findings-eacl.24/)**Ankita Gupta, Marzena Karpinska, Wenlong Zhao et al.*6 citations*
857. **[A Boundary Offset Prediction Network for Named Entity Recognition ↗](https://aclanthology.org/2023.findings-emnlp.989/)**Minghao Tang, Yongquan He, Yongxiu Xu et al.*5 citations*
858. **[A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check ↗](https://aclanthology.org/2023.findings-emnlp.771/)**Haojing Huang, Jingheng Ye, Qingyu Zhou et al.*5 citations*
859. **[A Multilingual Dataset of Racial Stereotypes in Social Media Conversational Threads ↗](https://aclanthology.org/2023.findings-eacl.51/)**Tom Bourgeade, Alessandra Teresa Cignarella, Simona Frenda et al.*5 citations*
860. **[A Simple, Yet Effective Approach to Finding Biases in Code Generation ↗](https://aclanthology.org/2023.findings-acl.718/)**Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski*5 citations*
861. **[A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models ↗](https://aclanthology.org/2023.findings-acl.714/)**Hayeon Lee, Rui Hou, Jongpil Kim et al.*5 citations*
862. **[Abstractive Document Summarization with Summary-length Prediction ↗](https://aclanthology.org/2023.findings-eacl.45/)**Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura*5 citations*
863. **[AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation ↗](https://aclanthology.org/2023.findings-emnlp.154/)**Xingshan Zeng, Liangyou Li, Qun Liu*5 citations*
864. **[Adaptive Attention for Sparse-based Long-sequence Transformer ↗](https://aclanthology.org/2023.findings-acl.546/)**Xuanyu Zhang, Zhepeng Lv, Qing Yang*5 citations*
865. **[Additive manifesto decomposition: A policy domain aware method for understanding party positioning ↗](https://aclanthology.org/2023.findings-acl.499/)**Tanise Ceron, Dmitry Nikolaev, Sebastian Padó*5 citations*
866. **[Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions ↗](https://aclanthology.org/2023.findings-emnlp.830/)**Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy et al.*5 citations*
867. **[Allies: Prompting Large Language Model with Beam Search ↗](https://aclanthology.org/2023.findings-emnlp.247/)**Hao Sun, Xiao Liu, Yeyun Gong et al.*5 citations*
868. **[An Empirical Study of Instruction-tuning Large Language Models in Chinese ↗](https://aclanthology.org/2023.findings-emnlp.269/)**Qingyi Si, Tong Wang, Zheng Lin et al.*5 citations*
869. **[An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure ↗](https://aclanthology.org/2023.findings-acl.711/)**Nicolas Devatine, Philippe Muller, Chloé Braud*5 citations*
870. **[Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering ↗](https://aclanthology.org/2023.findings-eacl.87/)**Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara et al.*5 citations*
871. **[Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ↗](https://aclanthology.org/2023.findings-acl.844/)**Catherine Chen, Zejiang Shen, Dan Klein et al.*5 citations*
872. **[Argument mining as a multi-hop generative machine reading comprehension task ↗](https://aclanthology.org/2023.findings-emnlp.724/)**Boyang Liu, Viktor Schlegel, Riza Batista-Navarro et al.*5 citations*
873. **[AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ↗](https://aclanthology.org/2023.findings-acl.580/)**Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu et al.*5 citations*
874. **[Bag of Tricks for In-Distribution Calibration of Pretrained Transformers ↗](https://aclanthology.org/2023.findings-eacl.40/)**Jaeyoung Kim, Dongbin Na, Sungchul Choi et al.*5 citations*
875. **[Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning ↗](https://aclanthology.org/2023.findings-emnlp.329/)**Haeju Lee, Minchan Jeong, Se-Young Yun et al.*5 citations*
876. **[Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ↗](https://aclanthology.org/2023.findings-acl.272/)**Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco et al.*5 citations*
877. **[Bidirectional Transformer Reranker for Grammatical Error Correction ↗](https://aclanthology.org/2023.findings-acl.234/)**Ying Zhang, Hidetaka Kamigaito, Manabu Okumura*5 citations*
878. **[Boosting Event Extraction with Denoised Structure-to-Text Augmentation ↗](https://aclanthology.org/2023.findings-acl.716/)**Bo Wang, Heyan Huang, Xiaochi Wei et al.*5 citations*
879. **[Boosting Text Augmentation via Hybrid Instance Filtering Framework ↗](https://aclanthology.org/2023.findings-acl.105/)**Heng Yang, Ke Li*5 citations*
880. **[Bridging Argument Quality and Deliberative Quality Annotations with Adapters](https://md.research.elamur.ai/free/en/papers/falk-2023-bridging-argument-quality-deliberative-quality/)**Neele Falk, Gabriella Lapesa*5 citations · our summary*
881. **[Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.1000/)**Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis et al.*5 citations*
882. **[Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !](https://md.research.elamur.ai/free/en/papers/tang-2023-can-diffusion-model-achieve-better/)**Zecheng Tang, Pinzheng Wang, Keyan Zhou et al.*5 citations · our summary*
883. **[Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization ↗](https://aclanthology.org/2023.findings-emnlp.686/)**Md Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan et al.*5 citations*
884. **[Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization ↗](https://aclanthology.org/2023.findings-emnlp.208/)**Raghav Jain, Tulika Saha, Jhagrut Lalwani et al.*5 citations*
885. **[Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ↗](https://aclanthology.org/2023.findings-acl.812/)**Jiazheng Zhu, Shaojuan Wu, Xiaowang Zhang et al.*5 citations*
886. **[Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning ↗](https://aclanthology.org/2023.findings-acl.65/)**Chujie Zheng, Pei Ke, Zheng Zhang et al.*5 citations*
887. **[ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery ↗](https://aclanthology.org/2023.findings-emnlp.702/)**Jinggui Liang, Lizi Liao*5 citations*
888. **[Co$^2$PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning ↗](https://aclanthology.org/2023.findings-emnlp.390/)**Xiangjue Dong, Ziwei Zhu, Zhuoer Wang et al.*5 citations*
889. **[Cross Encoding as Augmentation: Towards Effective Educational Text Classification ↗](https://aclanthology.org/2023.findings-acl.137/)**Hyun Seung Lee, Seungtaek Choi, Yunsung Lee et al.*5 citations*
890. **[Data Augmentation for Code Translation with Comparable Corpora and Multiple References ↗](https://aclanthology.org/2023.findings-emnlp.917/)**Yiqing Xie, Atharva Naik, Daniel Fried et al.*5 citations*
891. **[DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank ↗](https://aclanthology.org/2023.findings-emnlp.406/)**Henry Peng Zou, Yue Zhou, Weizhi Zhang et al.*5 citations*
892. **[DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding ↗](https://aclanthology.org/2023.findings-emnlp.235/)**Thong Nguyen, Xiaobao Wu, Xinshuai Dong et al.*5 citations*
893. **[DiffuDetox: A Mixed Diffusion Model for Text Detoxification ↗](https://aclanthology.org/2023.findings-acl.478/)**Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya et al.*5 citations*
894. **[DistillCSE: Distilled Contrastive Learning for Sentence Embeddings ↗](https://aclanthology.org/2023.findings-emnlp.547/)**Jiahao Xu, Wei Shao, Lihui Chen et al.*5 citations*
895. **[Distilling Calibrated Knowledge for Stance Detection](https://md.research.elamur.ai/free/en/papers/li-2023-distilling-calibrated-knowledge-stance-detection/)**Yingjie Li, Cornelia Caragea*5 citations · our summary*
896. **[Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ↗](https://aclanthology.org/2023.findings-acl.835/)**Qianglong Chen, Guohai Xu, Ming Yan et al.*5 citations*
897. **[Dynamic Stashing Quantization for Efficient Transformer Training ↗](https://aclanthology.org/2023.findings-emnlp.489/)**Guo Yang, Daniel Lo, Robert Mullins et al.*5 citations*
898. **[EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation ↗](https://aclanthology.org/2023.findings-emnlp.586/)**Ying Xiong, Xin Yang, Linjing Liu et al.*5 citations*
899. **[Enhancing Dialogue Generation with Conversational Concept Flows ↗](https://aclanthology.org/2023.findings-eacl.112/)**Siheng Li, Wangjie Jiang, Pengda Si et al.*5 citations*
900. **[Enhancing Neural Machine Translation with Semantic Units ↗](https://aclanthology.org/2023.findings-emnlp.149/)**Langlin Huang, Shuhao Gu, Zhuocheng Zhang et al.*5 citations*

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