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title: "EMNLP 2020 — all accepted papers, page 5 — Elamur Research"
description: "All 787 papers of EMNLP 2020 · page 5 of 8, the most cited first; those with our summary link to it."
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# EMNLP 2020: all accepted papers

787 papers · page 5 of 8 · the most cited first · [← EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/)

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401. **[Multi-Stage Pre-training for Automated Chinese Essay Scoring ↗](https://aclanthology.org/2020.emnlp-main.546/)**Wei Song, Kai Zhang, Ruiji Fu et al.*31 citations*
402. **[Multi-turn Response Selection using Dialogue Dependency Relations ↗](https://aclanthology.org/2020.emnlp-main.150/)**Qi Jia, Yizhu Liu, Siyu Ren et al.*31 citations*
403. **[Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT ↗](https://aclanthology.org/2020.emnlp-main.214/)**Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser*31 citations*
404. **[The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions ↗](https://aclanthology.org/2020.emnlp-main.659/)**Xiang Zhou, Yixin Nie, Hao Tan et al.*31 citations*
405. **[UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues ↗](https://aclanthology.org/2020.emnlp-main.146/)**Hung Le, Doyen Sahoo, Chenghao Liu et al.*31 citations*
406. **[Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers ↗](https://aclanthology.org/2020.emnlp-main.74/)**Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh et al.*31 citations*
407. **[A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation ↗](https://aclanthology.org/2020.emnlp-main.504/)**Ming Wang, Yinglin Wang*30 citations*
408. **[Adversarial Semantic Collisions ↗](https://aclanthology.org/2020.emnlp-main.344/)**Congzheng Song, Alexander Rush, Vitaly Shmatikov*30 citations*
409. **[An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing ↗](https://aclanthology.org/2020.emnlp-main.577/)**Martin Schmitt, Sahand Sharifzadeh, Volker Tresp et al.*30 citations*
410. **[Attention Is All You Need for Chinese Word Segmentation ↗](https://aclanthology.org/2020.emnlp-main.317/)**Sufeng Duan, Hai Zhao*30 citations*
411. **[Condolence and Empathy in Online Communities ↗](https://aclanthology.org/2020.emnlp-main.45/)**Naitian Zhou, David Jurgens*30 citations*
412. **[Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings ↗](https://aclanthology.org/2020.emnlp-main.40/)**Phillip Keung, Yichao Lu, Julian Salazar et al.*30 citations*
413. **[Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs ↗](https://aclanthology.org/2020.emnlp-main.235/)**Jueqing Lu, Lan Du, Ming Liu et al.*30 citations*
414. **[Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model ↗](https://aclanthology.org/2020.emnlp-main.308/)**Bugeun Kim, Kyung Seo Ki, Donggeon Lee et al.*30 citations*
415. **[RNNs can generate bounded hierarchical languages with optimal memory ↗](https://aclanthology.org/2020.emnlp-main.156/)**John Hewitt, Michael Hahn, Surya Ganguli et al.*30 citations*
416. **[Reasoning about Goals, Steps, and Temporal Ordering with WikiHow ↗](https://aclanthology.org/2020.emnlp-main.374/)**Li Zhang, Qing Lyu, Chris Callison-Burch*30 citations*
417. **[Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems ↗](https://aclanthology.org/2020.emnlp-main.326/)**Jan Deriu, Don Tuggener, Pius von Däniken et al. · 🏆 Honorable Mention Paper*30 citations*
418. **[Structured Attention for Unsupervised Dialogue Structure Induction ↗](https://aclanthology.org/2020.emnlp-main.148/)**Liang Qiu, Yizhou Zhao, Weiyan Shi et al.*30 citations*
419. **[Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach ↗](https://aclanthology.org/2020.emnlp-main.510/)**Bowen Tan, Lianhui Qin, Eric Xing et al.*30 citations*
420. **[Token-level Adaptive Training for Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.76/)**Shuhao Gu, Jinchao Zhang, Fandong Meng et al.*30 citations*
421. **[Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments ↗](https://aclanthology.org/2020.emnlp-main.472/)**Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany et al.*30 citations*
422. **[Towards More Accurate Uncertainty Estimation In Text Classification ↗](https://aclanthology.org/2020.emnlp-main.671/)**Jianfeng He, Xuchao Zhang, Shuo Lei et al.*30 citations*
423. **[A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis ↗](https://aclanthology.org/2020.emnlp-main.565/)**Zehui Dai, Cheng Peng, Huajie Chen et al.*29 citations*
424. **[Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction ↗](https://aclanthology.org/2020.emnlp-main.667/)**Tara Safavi, Danai Koutra, Edgar Meij*29 citations*
425. **[Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks ↗](https://aclanthology.org/2020.emnlp-main.279/)**Yufan Zhao, Can Xu, Wei Wu*29 citations*
426. **[Methods for Numeracy-Preserving Word Embeddings ↗](https://aclanthology.org/2020.emnlp-main.384/)**Dhanasekar Sundararaman, Shijing Si, Vivek Subramanian et al.*29 citations*
427. **[OpenUE: An Open Toolkit of Universal Extraction from Text ↗](https://aclanthology.org/2020.emnlp-demos.1/)**Ningyu Zhang, Shumin Deng, Zhen Bi et al. · System Demonstrations*29 citations*
428. **[Pretrained Language Model Embryology: The Birth of ALBERT ↗](https://aclanthology.org/2020.emnlp-main.553/)**Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee*29 citations*
429. **[Stepwise Extractive Summarization and Planning with Structured Transformers ↗](https://aclanthology.org/2020.emnlp-main.339/)**Shashi Narayan, Joshua Maynez, Jakub Adamek et al.*29 citations*
430. **[Conditional Causal Relationships between Emotions and Causes in Texts ↗](https://aclanthology.org/2020.emnlp-main.252/)**Xinhong Chen, Qing Li, Jianping Wang*28 citations*
431. **[Data and Representation for Turkish Natural Language Inference ↗](https://aclanthology.org/2020.emnlp-main.662/)**Emrah Budur, Rıza Özçelik, Tunga Gungor et al.*28 citations*
432. **[Disentangle-based Continual Graph Representation Learning ↗](https://aclanthology.org/2020.emnlp-main.237/)**Xiaoyu Kou, Yankai Lin, Shaobo Liu et al.*28 citations*
433. **[HABERTOR: An Efficient and Effective Deep Hatespeech Detector ↗](https://aclanthology.org/2020.emnlp-main.606/)**Thanh Tran, Yifan Hu, Changwei Hu et al.*28 citations*
434. **[Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification ↗](https://aclanthology.org/2020.emnlp-main.627/)**Shyam Subramanian, Kyumin Lee*28 citations*
435. **[Incremental Neural Coreference Resolution in Constant Memory](https://md.research.elamur.ai/free/en/papers/xia-2020-incremental-neural-coreference-resolution-constant/)**Patrick Xia, João Sedoc, Benjamin Van Durme*28 citations · our summary*
436. **[Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning ↗](https://aclanthology.org/2020.emnlp-main.712/)**Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al.*28 citations*
437. **[Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.81/)**Pei Zhang, Boxing Chen, Niyu Ge et al.*28 citations*
438. **[Online Conversation Disentanglement with Pointer Networks ↗](https://aclanthology.org/2020.emnlp-main.512/)**Tao Yu, Shafiq Joty*28 citations*
439. **[Analogous Process Structure Induction for Sub-event Sequence Prediction ↗](https://aclanthology.org/2020.emnlp-main.119/)**Hongming Zhang, Muhao Chen, Haoyu Wang et al.*27 citations*
440. **[Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/qin-2020-back-future-unsupervised-backprop-based/)**Lianhui Qin, Vered Shwartz, Peter West et al.*27 citations · our summary*
441. **[Facilitating the Communication of Politeness through Fine-Grained Paraphrasing](https://md.research.elamur.ai/free/en/papers/fu-2020-facilitating-communication-politeness-through-fine/)**Liye Fu, Susan Fussell, Cristian Danescu-Niculescu-Mizil*27 citations · our summary*
442. **[Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages ↗](https://aclanthology.org/2020.emnlp-main.179/)**Zheng Li, Mukul Kumar, William Headden et al.*27 citations*
443. **[META: Metadata-Empowered Weak Supervision for Text Classification ↗](https://aclanthology.org/2020.emnlp-main.670/)**Dheeraj Mekala, Xinyang Zhang, Jingbo Shang*27 citations*
444. **[Multilingual AMR-to-Text Generation ↗](https://aclanthology.org/2020.emnlp-main.231/)**Angela Fan, Claire Gardent*27 citations*
445. **[On Losses for Modern Language Models ↗](https://aclanthology.org/2020.emnlp-main.403/)**Stéphane Aroca-Ouellette, Frank Rudzicz*27 citations*
446. **[SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning ↗](https://aclanthology.org/2020.emnlp-main.357/)**Tsu-Jui Fu, Xin Wang, Scott Grafton et al.*27 citations*
447. **[Compositional Demographic Word Embeddings ↗](https://aclanthology.org/2020.emnlp-main.334/)**Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas et al.*26 citations*
448. **[Interactive Refinement of Cross-Lingual Word Embeddings ↗](https://aclanthology.org/2020.emnlp-main.482/)**Michelle Yuan, Mozhi Zhang, Benjamin Van Durme et al.*26 citations*
449. **[Selection and Generation: Learning towards Multi-Product Advertisement Post Generation ↗](https://aclanthology.org/2020.emnlp-main.313/)**Zhangming Chan, Yuchi Zhang, Xiuying Chen et al.*26 citations*
450. **[WantWords: An Open-source Online Reverse Dictionary System ↗](https://aclanthology.org/2020.emnlp-demos.23/)**Fanchao Qi, Lei Zhang, Yanhui Yang et al. · System Demonstrations*26 citations*
451. **[Deep Weighted MaxSAT for Aspect-based Opinion Extraction ↗](https://aclanthology.org/2020.emnlp-main.453/)**Meixi Wu, Wenya Wang, Sinno Jialin Pan*25 citations*
452. **[Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data ↗](https://aclanthology.org/2020.emnlp-main.277/)**Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao et al.*25 citations*
453. **[MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale ↗](https://aclanthology.org/2020.emnlp-main.194/)**Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych*25 citations*
454. **[Neural Topic Modeling with Cycle-Consistent Adversarial Training ↗](https://aclanthology.org/2020.emnlp-main.725/)**Xuemeng Hu, Rui Wang, Deyu Zhou et al.*25 citations*
455. **[Quantitative argument summarization and beyond: Cross-domain key point analysis ↗](https://aclanthology.org/2020.emnlp-main.3/)**Roy Bar-Haim, Yoav Kantor, Lilach Eden et al.*25 citations*
456. **[Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders ↗](https://aclanthology.org/2020.emnlp-main.392/)**Andrew Drozdov, Subendhu Rongali, Yi-Pei Chen et al.*25 citations*
457. **[Unsupervised stance detection for arguments from consequences](https://md.research.elamur.ai/free/en/papers/kobbe-2020-unsupervised-stance-detection-arguments-consequences/)**Jonathan Kobbe, Ioana Hulpuș, Heiner Stuckenschmidt*25 citations · our summary*
458. **[Benchmarking Meaning Representations in Neural Semantic Parsing ↗](https://aclanthology.org/2020.emnlp-main.118/)**Jiaqi Guo, Qian Liu, Jian-Guang Lou et al.*24 citations*
459. **[Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets ↗](https://aclanthology.org/2020.emnlp-main.199/)**Nedjma Ousidhoum, Yangqiu Song, Dit-Yan Yeung*24 citations*
460. **[ConjNLI: Natural Language Inference Over Conjunctive Sentences](https://md.research.elamur.ai/free/en/papers/saha-2020-conjnli-natural-language-inference-over/)**Swarnadeep Saha, Yixin Nie, Mohit Bansal*24 citations · our summary*
461. **[Detecting Attackable Sentences in Arguments ↗](https://aclanthology.org/2020.emnlp-main.1/)**Yohan Jo, Seojin Bang, Emaad Manzoor et al.*24 citations*
462. **[EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering ↗](https://aclanthology.org/2020.emnlp-main.438/)**Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova et al.*24 citations*
463. **[Interpreting Predictions of NLP Models ↗](https://aclanthology.org/2020.emnlp-tutorials.3/)**Eric Wallace, Matt Gardner, Sameer Singh · Tutorial Abstracts*24 citations*
464. **[Multi-Stage Pre-training for Low-Resource Domain Adaptation ↗](https://aclanthology.org/2020.emnlp-main.440/)**Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan et al.*24 citations*
465. **[Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking ↗](https://aclanthology.org/2020.emnlp-main.243/)**Yexiang Wang, Yi Guo, Siqi Zhu*24 citations*
466. **[Unsupervised Parsing via Constituency Tests ↗](https://aclanthology.org/2020.emnlp-main.389/)**Steven Cao, Nikita Kitaev, Dan Klein*24 citations*
467. **[ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization ↗](https://aclanthology.org/2020.emnlp-main.43/)**Shiyue Zhang, Benjamin Frey, Mohit Bansal*23 citations*
468. **[Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification ↗](https://aclanthology.org/2020.emnlp-main.570/)**Yunjie Ji, Hao Liu, Bolei He et al.*23 citations*
469. **[Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation ↗](https://aclanthology.org/2020.emnlp-main.232/)**Francisco Vargas, Ryan Cotterell*23 citations*
470. **[ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention ↗](https://aclanthology.org/2020.emnlp-main.441/)**Jose Manuel Gomez-Perez, Raúl Ortega*23 citations*
471. **[Measuring Information Propagation in Literary Social Networks ↗](https://aclanthology.org/2020.emnlp-main.47/)**Matthew Sims, David Bamman*23 citations*
472. **[MovieChats: Chat like Humans in a Closed Domain ↗](https://aclanthology.org/2020.emnlp-main.535/)**Hui Su, Xiaoyu Shen, Zhou Xiao et al.*23 citations*
473. **[Named Entity Recognition Only from Word Embeddings ↗](https://aclanthology.org/2020.emnlp-main.723/)**Ying Luo, Hai Zhao, Junlang Zhan*23 citations*
474. **[Reactive Supervision: A New Method for Collecting Sarcasm Data](https://md.research.elamur.ai/free/en/papers/shmueli-2020-reactive-supervision-new-method-collecting/)**Boaz Shmueli, Lun-Wei Ku, Soumya Ray*23 citations · our summary*
475. **[Semantic Role Labeling Guided Multi-turn Dialogue ReWriter ↗](https://aclanthology.org/2020.emnlp-main.537/)**Kun Xu, Haochen Tan, Linfeng Song et al.*23 citations*
476. **[Simultaneous Machine Translation with Visual Context ↗](https://aclanthology.org/2020.emnlp-main.184/)**Ozan Caglayan, Julia Ive, Veneta Haralampieva et al.*23 citations*
477. **[Sparse Text Generation ↗](https://aclanthology.org/2020.emnlp-main.348/)**Pedro Henrique Martins, Zita Marinho, André F. T. Martins*23 citations*
478. **[Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT ↗](https://aclanthology.org/2020.emnlp-main.371/)**Rik van Noord, Antonio Toral, Johan Bos*22 citations*
479. **[Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks ↗](https://aclanthology.org/2020.emnlp-main.258/)**Chengyue Jiang, Yinggong Zhao, Shanbo Chu et al.*22 citations*
480. **[DGST: a Dual-Generator Network for Text Style Transfer ↗](https://aclanthology.org/2020.emnlp-main.578/)**Xiao Li, Guanyi Chen, Chenghua Lin et al.*22 citations*
481. **[ENT-DESC: Entity Description Generation by Exploring Knowledge Graph ↗](https://aclanthology.org/2020.emnlp-main.90/)**Liying Cheng, Dekun Wu, Lidong Bing et al.*22 citations*
482. **[Exploring Logically Dependent Multi-task Learning with Causal Inference ↗](https://aclanthology.org/2020.emnlp-main.173/)**Wenqing Chen, Jidong Tian, Liqiang Xiao et al.*22 citations*
483. **[Investigating representations of verb bias in neural language models ↗](https://aclanthology.org/2020.emnlp-main.376/)**Robert Hawkins, Takateru Yamakoshi, Thomas Griffiths et al.*22 citations*
484. **[MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics ↗](https://aclanthology.org/2020.emnlp-main.528/)**Anthony Chen, Gabriel Stanovsky, Sameer Singh et al.*22 citations*
485. **[Multi-Unit Transformers for Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.77/)**Jianhao Yan, Fandong Meng, Jie Zhou*22 citations*
486. **[Neural Topic Modeling by Incorporating Document Relationship Graph ↗](https://aclanthology.org/2020.emnlp-main.310/)**Deyu Zhou, Xuemeng Hu, Rui Wang*22 citations*
487. **[On the Reliability and Validity of Detecting Approval of Political Actors in Tweets ↗](https://aclanthology.org/2020.emnlp-main.110/)**Indira Sen, Fabian Flöck, Claudia Wagner*22 citations*
488. **[Parallel Interactive Networks for Multi-Domain Dialogue State Generation ↗](https://aclanthology.org/2020.emnlp-main.151/)**Junfan Chen, Richong Zhang, Yongyi Mao et al.*22 citations*
489. **[Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events ↗](https://aclanthology.org/2020.emnlp-main.436/)**Miguel Ballesteros, Rishita Anubhai, Shuai Wang et al.*22 citations*
490. **[Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation ↗](https://aclanthology.org/2020.emnlp-main.274/)**Kang Min Yoo, Hanbit Lee, Franck Dernoncourt et al.*22 citations*
491. **[Writing Strategies for Science Communication: Data and Computational Analysis ↗](https://aclanthology.org/2020.emnlp-main.429/)**Tal August, Lauren Kim, Katharina Reinecke et al.*22 citations*
492. **[A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation ↗](https://aclanthology.org/2020.emnlp-main.318/)**Kaiyu Huang, Degen Huang, Zhuang Liu et al.*21 citations*
493. **[A matter of framing: The impact of linguistic formalism on probing results ↗](https://aclanthology.org/2020.emnlp-main.13/)**Ilia Kuznetsov, Iryna Gurevych*21 citations*
494. **[Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training ↗](https://aclanthology.org/2020.emnlp-main.281/)**Wanwei He, Min Yang, Rui Yan et al.*21 citations*
495. **[AnswerFact: Fact Checking in Product Question Answering ↗](https://aclanthology.org/2020.emnlp-main.188/)**Wenxuan Zhang, Yang Deng, Jing Ma et al.*21 citations*
496. **[Direct Segmentation Models for Streaming Speech Translation ↗](https://aclanthology.org/2020.emnlp-main.206/)**Javier Iranzo-Sánchez, Adrià Giménez Pastor, Joan Albert Silvestre-Cerdà et al.*21 citations*
497. **[Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models ↗](https://aclanthology.org/2020.emnlp-main.497/)**Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari*21 citations*
498. **[Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data ↗](https://aclanthology.org/2020.emnlp-main.302/)**Shachar Rosenman, Alon Jacovi, Yoav Goldberg*21 citations*
499. **[Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples ↗](https://aclanthology.org/2020.emnlp-main.228/)**Lihao Wang, Xiaoqing Zheng*21 citations*
500. **[Learning to Represent Image and Text with Denotation Graph ↗](https://aclanthology.org/2020.emnlp-main.60/)**Bowen Zhang, Hexiang Hu, Vihan Jain et al.*21 citations*

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