---
title: "ACL 2021 — all accepted papers, page 5 — the most cited first"
description: "All 795 papers of ACL 2021 · page 5 of 8, the most cited first; those with our summary link to it."
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# ACL 2021: all accepted papers

795 papers · page 5 of 8 · the most cited first · [← ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/)

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401. **[AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ↗](https://aclanthology.org/2021.acl-long.95/)**Xinnuo Xu, Guoyin Wang, Young-Bum Kim et al. · Long Papers*20 citations*
402. **[Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental ↗](https://aclanthology.org/2021.acl-long.286/)**Morteza Rohanian, Julian Hough · Long Papers*20 citations*
403. **[Breaking Down Walls of Text: How Can NLP Benefit Consumer Privacy? ↗](https://aclanthology.org/2021.acl-long.319/)**Abhilasha Ravichander, Alan W Black, Thomas Norton et al. · Long Papers*20 citations*
404. **[Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test ↗](https://aclanthology.org/2021.acl-short.134/)**Philippe Laban, Luke Dai, Lucas Bandarkar et al. · Short Papers*20 citations*
405. **[Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ↗](https://aclanthology.org/2021.acl-short.66/)**Binzong Geng, Fajie Yuan, Qiancheng Xu et al. · Short Papers*20 citations*
406. **[Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2021.acl-short.63/)**Shinhyeok Oh, Dongyub Lee, Taesun Whang et al. · Short Papers*20 citations*
407. **[Domain-Adaptive Pretraining Methods for Dialogue Understanding ↗](https://aclanthology.org/2021.acl-short.84/)**Han Wu, Kun Xu, Linfeng Song et al. · Short Papers*20 citations*
408. **[Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ↗](https://aclanthology.org/2021.acl-long.345/)**Anthony Chen, Pallavi Gudipati, Shayne Longpre et al. · Long Papers*20 citations*
409. **[Importance-based Neuron Allocation for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2021.acl-long.445/)**Wanying Xie, Yang Feng, Shuhao Gu et al. · Long Papers*20 citations*
410. **[Investigating label suggestions for opinion mining in German Covid-19 social media ↗](https://aclanthology.org/2021.acl-long.1/)**Tilman Beck, Ji-Ung Lee, Christina Viehmann et al. · Long Papers*20 citations*
411. **[IrEne: Interpretable Energy Prediction for Transformers ↗](https://aclanthology.org/2021.acl-long.167/)**Qingqing Cao, Yash Kumar Lal, Harsh Trivedi et al. · Long Papers*20 citations*
412. **[Knowing the No-match: Entity Alignment with Dangling Cases ↗](https://aclanthology.org/2021.acl-long.278/)**Zequn Sun, Muhao Chen, Wei Hu · Long Papers*20 citations*
413. **[Lexicon Learning for Few Shot Sequence Modeling ↗](https://aclanthology.org/2021.acl-long.382/)**Ekin Akyurek, Jacob Andreas · Long Papers*20 citations*
414. **[Maria: A Visual Experience Powered Conversational Agent ↗](https://aclanthology.org/2021.acl-long.435/)**Zujie Liang, Huang Hu, Can Xu et al. · Long Papers*20 citations*
415. **[MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain](https://md.research.elamur.ai/free/en/papers/herlihy-2021-mednli-is-not-immune-natural/)**Christine Herlihy, Rachel Rudinger · Short Papers*20 citations · our summary*
416. **[Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards ↗](https://aclanthology.org/2021.acl-short.33/)**Shweta Yadav, Deepak Gupta, Asma Ben Abacha et al. · Short Papers*20 citations*
417. **[TexSmart: A System for Enhanced Natural Language Understanding ↗](https://aclanthology.org/2021.acl-demo.1/)**Lemao Liu, Haisong Zhang, Haiyun Jiang et al. · System Demonstrations*20 citations*
418. **[Towards Quantifiable Dialogue Coherence Evaluation ↗](https://aclanthology.org/2021.acl-long.211/)**Zheng Ye, Liucun Lu, Lishan Huang et al. · Long Papers*20 citations*
419. **[Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ↗](https://aclanthology.org/2021.acl-long.182/)**Ziye Chen, Cheng Ding, Zusheng Zhang et al. · Long Papers*20 citations*
420. **[Unified Dual-view Cognitive Model for Interpretable Claim Verification ↗](https://aclanthology.org/2021.acl-long.5/)**Lianwei Wu, Yuan Rao, Yuqian Lan et al. · Long Papers*20 citations*
421. **[A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks ↗](https://aclanthology.org/2021.acl-long.296/)**Thai Le, Noseong Park, Dongwon Lee · Long Papers*19 citations*
422. **[Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment ↗](https://aclanthology.org/2021.acl-long.67/)**Haoyue Shi, Luke Zettlemoyer, Sida I. Wang · Long Papers*19 citations*
423. **[Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ↗](https://aclanthology.org/2021.acl-long.18/)**Xi Xiangyu, Wei Ye, Shikun Zhang et al. · Long Papers*19 citations*
424. **[Discovering Dialog Structure Graph for Coherent Dialog Generation ↗](https://aclanthology.org/2021.acl-long.136/)**Jun Xu, Zeyang Lei, Haifeng Wang et al. · Long Papers*19 citations*
425. **[Learning to Solve NLP Tasks in an Incremental Number of Languages ↗](https://aclanthology.org/2021.acl-short.106/)**Giuseppe Castellucci, Simone Filice, Danilo Croce et al. · Short Papers*19 citations*
426. **[Mention Flags (MF): Constraining Transformer-based Text Generators ↗](https://aclanthology.org/2021.acl-long.9/)**Yufei Wang, Ian Wood, Stephen Wan et al. · Long Papers*19 citations*
427. **[Self-Attention Networks Can Process Bounded Hierarchical Languages ↗](https://aclanthology.org/2021.acl-long.292/)**Shunyu Yao, Binghui Peng, Christos Papadimitriou et al. · Long Papers*19 citations*
428. **[TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems ↗](https://aclanthology.org/2021.acl-long.55/)**Bill Byrne, Karthik Krishnamoorthi, Saravanan Ganesh et al. · Long Papers*19 citations*
429. **[AND does not mean OR: Using Formal Languages to Study Language Models' Representations ↗](https://aclanthology.org/2021.acl-short.21/)**Aaron Traylor, Roman Feiman, Ellie Pavlick · Short Papers*18 citations*
430. **[Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ↗](https://aclanthology.org/2021.acl-long.496/)**Liying Cheng, Tianyu Wu, Lidong Bing et al. · Long Papers*18 citations*
431. **[Beyond Sentence-Level End-to-End Speech Translation: Context Helps ↗](https://aclanthology.org/2021.acl-long.200/)**Biao Zhang, Ivan Titov, Barry Haddow et al. · Long Papers*18 citations*
432. **[Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents ↗](https://aclanthology.org/2021.acl-short.137/)**Rui Meng, Khushboo Thaker, Lei Zhang et al. · Short Papers*18 citations*
433. **[Comparing Test Sets with Item Response Theory ↗](https://aclanthology.org/2021.acl-long.92/)**Clara Vania, Phu Mon Htut, William Huang et al. · Long Papers*18 citations*
434. **[Element Intervention for Open Relation Extraction ↗](https://aclanthology.org/2021.acl-long.361/)**Fangchao Liu, Lingyong Yan, Hongyu Lin et al. · Long Papers*18 citations*
435. **[Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ↗](https://aclanthology.org/2021.acl-long.489/)**Zixuan Zhang, Nikolaus Parulian, Heng Ji et al. · Long Papers*18 citations*
436. **[GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation ↗](https://aclanthology.org/2021.acl-long.370/)**Huayang Li, Lemao Liu, Guoping Huang et al. · Long Papers*18 citations*
437. **[LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ↗](https://aclanthology.org/2021.acl-long.64/)**Hang Jiang, Sairam Gurajada, Qiuhao Lu et al. · Long Papers*18 citations*
438. **[Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ↗](https://aclanthology.org/2021.acl-short.35/)**Yinfei Yang, Ning Jin, Kuo Lin et al. · Short Papers*18 citations*
439. **[Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ↗](https://aclanthology.org/2021.acl-long.406/)**Ming Wang, Yinglin Wang · Long Papers*18 citations*
440. **[A Cognitive Regularizer for Language Modeling ↗](https://aclanthology.org/2021.acl-long.404/)**Jason Wei, Clara Meister, Ryan Cotterell · Long Papers*17 citations*
441. **[A unified approach to sentence segmentation of punctuated text in many languages](https://md.research.elamur.ai/free/en/papers/wicks-2021-unified-approach-sentence-segmentation-punctuated/)**Rachel Wicks, Matt Post · Long Papers*17 citations · our summary*
442. **[Alignment Rationale for Natural Language Inference ↗](https://aclanthology.org/2021.acl-long.417/)**Zhongtao Jiang, Yuanzhe Zhang, Zhao Yang et al. · Long Papers*17 citations*
443. **[CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ↗](https://aclanthology.org/2021.acl-demo.24/)**Feifei Pan, Mustafa Canim, Michael Glass et al. · System Demonstrations*17 citations*
444. **[CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ↗](https://aclanthology.org/2021.acl-long.291/)**Yuqi Ren, Deyi Xiong · Long Papers*17 citations*
445. **[Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ↗](https://aclanthology.org/2021.acl-long.432/)**Xin Zhang, Guangwei Xu, Yueheng Sun et al. · Long Papers*17 citations*
446. **[Discovering Dialogue Slots with Weak Supervision ↗](https://aclanthology.org/2021.acl-long.189/)**Vojtěch Hudeček, Ondřej Dušek, Zhou Yu · Long Papers*17 citations*
447. **[Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking ↗](https://aclanthology.org/2021.acl-long.12/)**Jinyu Guo, Kai Shuang, Jijie Li et al. · Long Papers*17 citations*
448. **[From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ↗](https://aclanthology.org/2021.acl-long.60/)**Jialong Tang, Hongyu Lin, Meng Liao et al. · Long Papers*17 citations*
449. **[H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ↗](https://aclanthology.org/2021.acl-long.294/)**Zhenhai Zhu, Radu Soricut · Long Papers*17 citations*
450. **[Multilingual Agreement for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2021.acl-short.31/)**Jian Yang, Yuwei Yin, Shuming Ma et al. · Short Papers*17 citations*
451. **[NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ↗](https://aclanthology.org/2021.acl-long.287/)**Sungdong Kim, Minsuk Chang, Sang-Woo Lee · Long Papers*17 citations*
452. **[On the Generation of Medical Dialogs for COVID-19 ↗](https://aclanthology.org/2021.acl-short.112/)**Meng Zhou, Zechen Li, Bowen Tan et al. · Short Papers*17 citations*
453. **[Rational LAMOL: A Rationale-based Lifelong Learning Framework ↗](https://aclanthology.org/2021.acl-long.229/)**Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn et al. · Long Papers*17 citations*
454. **[Reservoir Transformers ↗](https://aclanthology.org/2021.acl-long.331/)**Sheng Shen, Alexei Baevski, Ari Morcos et al. · Long Papers*17 citations*
455. **[Attention Flows are Shapley Value Explanations ↗](https://aclanthology.org/2021.acl-short.8/)**Kawin Ethayarajh, Dan Jurafsky · Short Papers*16 citations*
456. **[AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ↗](https://aclanthology.org/2021.acl-srw.4/)**Wei Zhu · Student Research Workshop*16 citations*
457. **[Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ↗](https://aclanthology.org/2021.acl-short.98/)**Sajad Norouzi, Keyi Tang, Yanshuai Cao · Short Papers*16 citations*
458. **[Do Context-Aware Translation Models Pay the Right Attention? ↗](https://aclanthology.org/2021.acl-long.65/)**Kayo Yin, Patrick Fernandes, Danish Pruthi et al. · Long Papers*16 citations*
459. **[Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ↗](https://aclanthology.org/2021.acl-short.93/)**Pei Chen, Haibo Ding, Jun Araki et al. · Short Papers*16 citations*
460. **[Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ↗](https://aclanthology.org/2021.acl-long.394/)**Hui Jiang, Chulun Zhou, Fandong Meng et al. · Long Papers*16 citations*
461. **[Learning Relation Alignment for Calibrated Cross-modal Retrieval ↗](https://aclanthology.org/2021.acl-long.43/)**Shuhuai Ren, Junyang Lin, Guangxiang Zhao et al. · Long Papers*16 citations*
462. **[Many-to-English Machine Translation Tools, Data, and Pretrained Models ↗](https://aclanthology.org/2021.acl-demo.37/)**Thamme Gowda, Zhao Zhang, Chris Mattmann et al. · System Demonstrations*16 citations*
463. **[Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ↗](https://aclanthology.org/2021.acl-long.255/)**Yunshi Lan, Jing Jiang · Long Papers*16 citations*
464. **[Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ↗](https://aclanthology.org/2021.acl-long.147/)**Peru Bhardwaj, John Kelleher, Luca Costabello et al. · Long Papers*16 citations*
465. **[RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ↗](https://aclanthology.org/2021.acl-long.550/)**Sean Trott, Benjamin Bergen · Long Papers*16 citations*
466. **[StereoRel: Relational Triple Extraction from a Stereoscopic Perspective ↗](https://aclanthology.org/2021.acl-long.375/)**Xuetao Tian, Liping Jing, Lu He et al. · Long Papers*16 citations*
467. **[SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization ↗](https://aclanthology.org/2021.acl-demo.18/)**Jesse Vig, Wojciech Kryscinski, Karan Goel et al. · System Demonstrations*16 citations*
468. **[The statistical advantage of automatic NLG metrics at the system level ↗](https://aclanthology.org/2021.acl-long.533/)**Johnny Wei, Robin Jia · Long Papers*16 citations*
469. **[UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ↗](https://aclanthology.org/2021.acl-long.154/)**M Saiful Bari, Tasnim Mohiuddin, Shafiq Joty · Long Papers*16 citations*
470. **[fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ↗](https://aclanthology.org/2021.acl-demo.12/)**Zhichao Geng, Hang Yan, Xipeng Qiu et al. · System Demonstrations*16 citations*
471. **[Automatic Fake News Detection: Are Models Learning to Reason? ↗](https://aclanthology.org/2021.acl-short.12/)**Casper Hansen, Christian Hansen, Lucas Chaves Lima · Short Papers*15 citations*
472. **[Conditional Generation of Temporally-ordered Event Sequences ↗](https://aclanthology.org/2021.acl-long.555/)**Shih-Ting Lin, Nathanael Chambers, Greg Durrett · Long Papers*15 citations*
473. **[Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ↗](https://aclanthology.org/2021.acl-short.7/)**Sharmila Reddy Nangi, Niyati Chhaya, Sopan Khosla et al. · Short Papers*15 citations*
474. **[Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ↗](https://aclanthology.org/2021.acl-long.548/)**Ka Wong, Praveen Paritosh, Lora Aroyo · Long Papers*15 citations*
475. **[Early Detection of Sexual Predators in Chats ↗](https://aclanthology.org/2021.acl-long.386/)**Matthias Vogt, Ulf Leser, Alan Akbik · Long Papers*15 citations*
476. **[Embracing Ambiguity: Shifting the Training Target of NLI Models](https://md.research.elamur.ai/free/en/papers/meissner-2021-embracing-ambiguity-shifting-training-target/)**Johannes Mario Meissner, Napat Thumwanit, Saku Sugawara et al. · Short Papers*15 citations · our summary*
477. **[Enhancing Descriptive Image Captioning with Natural Language Inference ↗](https://aclanthology.org/2021.acl-short.36/)**Zhan Shi, Hui Liu, Xiaodan Zhu · Short Papers*15 citations*
478. **[Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ↗](https://aclanthology.org/2021.acl-long.466/)**Liang Li, Can Ma, Yinliang Yue et al. · Long Papers*15 citations*
479. **[KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference](https://md.research.elamur.ai/free/en/papers/chen-2021-kace-generating-knowledge-aware-contrastive/)**Qianglong Chen, Feng Ji, Xiangji Zeng et al. · Long Papers*15 citations · our summary*
480. **[Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment ↗](https://aclanthology.org/2021.acl-long.235/)**Xinying Qiu, Yuan Chen, Hanwu Chen et al. · Long Papers*15 citations*
481. **[Lexical Semantic Change Discovery ↗](https://aclanthology.org/2021.acl-long.543/)**Sinan Kurtyigit, Maike Park, Dominik Schlechtweg et al. · Long Papers*15 citations*
482. **[Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ↗](https://aclanthology.org/2021.acl-long.421/)**Bo Zhang, Xiaoming Zhang, Yun Liu et al. · Long Papers*15 citations*
483. **[Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning. ↗](https://aclanthology.org/2021.acl-short.49/)**Piotr Piękos, Mateusz Malinowski, Henryk Michalewski · Short Papers*15 citations*
484. **[Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ↗](https://aclanthology.org/2021.acl-long.461/)**Junhao Liu, Zhen Hai, Min Yang et al. · Long Papers*15 citations*
485. **[SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ↗](https://aclanthology.org/2021.acl-long.175/)**Joshua Feinglass, Yezhou Yang · Long Papers*15 citations*
486. **[Surprisal Estimators for Human Reading Times Need Character Models ↗](https://aclanthology.org/2021.acl-long.290/)**Byung-Doh Oh, Christian Clark, William Schuler · Long Papers*15 citations*
487. **[The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models ↗](https://aclanthology.org/2021.acl-short.18/)**Ulme Wennberg, Gustav Eje Henter · Short Papers*15 citations*
488. **[Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ↗](https://aclanthology.org/2021.acl-short.127/)**Irene Li, Vanessa Yan, Tianxiao Li et al. · Short Papers*15 citations*
489. **[Unsupervised Enrichment of Persona-grounded Dialog with Background Stories ↗](https://aclanthology.org/2021.acl-short.74/)**Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian McAuley et al. · Short Papers*15 citations*
490. **[Weight Distillation: Transferring the Knowledge in Neural Network Parameters ↗](https://aclanthology.org/2021.acl-long.162/)**Ye Lin, Yanyang Li, Ziyang Wang et al. · Long Papers*15 citations*
491. **[A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy ↗](https://aclanthology.org/2021.acl-long.34/)**Wang Chen, Piji Li, Irwin King · Long Papers*14 citations*
492. **[Breaking Down the Invisible Wall of Informal Fallacies in Online Discussions ↗](https://aclanthology.org/2021.acl-long.53/)**Saumya Sahai, Oana Balalau, Roxana Horincar · Long Papers*14 citations*
493. **[Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification ↗](https://aclanthology.org/2021.acl-long.388/)**Xuepeng Wang, Li Zhao, Bing Liu et al. · Long Papers*14 citations*
494. **[DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation ↗](https://aclanthology.org/2021.acl-long.501/)**Xinyu Hua, Ashwin Sreevatsa, Lu Wang · Long Papers*14 citations*
495. **[Distributed Representations of Emotion Categories in Emotion Space ↗](https://aclanthology.org/2021.acl-long.184/)**Xiangyu Wang, Chengqing Zong · Long Papers*14 citations*
496. **[Explaining Contextualization in Language Models using Visual Analytics ↗](https://aclanthology.org/2021.acl-long.39/)**Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck et al. · Long Papers*14 citations*
497. **[Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ↗](https://aclanthology.org/2021.acl-long.281/)**Marcos Garcia · Long Papers*14 citations*
498. **[IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion ↗](https://aclanthology.org/2021.acl-demo.2/)**Dongjun Lee, Junhyeong Ahn, Heesoo Park et al. · System Demonstrations*14 citations*
499. **[Learning to Perturb Word Embeddings for Out-of-distribution QA ↗](https://aclanthology.org/2021.acl-long.434/)**Seanie Lee, Minki Kang, Juho Lee et al. · Long Papers*14 citations*
500. **[Neural Bi-Lexicalized PCFG Induction ↗](https://aclanthology.org/2021.acl-long.209/)**Songlin Yang, Yanpeng Zhao, Kewei Tu · Long Papers*14 citations*

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