---
title: "ACL 2019 — all accepted papers, page 7 — the most cited first"
description: "All 703 papers of ACL 2019 · page 7 of 8, the most cited first; those with our summary link to it."
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# ACL 2019: all accepted papers

703 papers · page 7 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

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601. **[Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ↗](https://aclanthology.org/P19-1144/)**Hongyin Luo, Lan Jiang, Yonatan Belinkov et al.*9 citations*
602. **[MC\textasciicircum2: Multi-perspective Convolutional Cube for Conversational Machine Reading Comprehension ↗](https://aclanthology.org/P19-1622/)**Xuanyu Zhang*9 citations*
603. **[Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ↗](https://aclanthology.org/P19-1541/)**He Bai, Yu Zhou, Jiajun Zhang et al.*9 citations*
604. **[Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A Case for Low-Resource Languages ↗](https://aclanthology.org/P19-1111/)**Amrith Krishna, Vishnu Sharma, Bishal Santra et al.*9 citations*
605. **[Self-Regulated Interactive Sequence-to-Sequence Learning ↗](https://aclanthology.org/P19-1029/)**Julia Kreutzer, Stefan Riezler*9 citations*
606. **[Wide-Coverage Neural A* Parsing for Minimalist Grammars ↗](https://aclanthology.org/P19-1238/)**John Torr, Miloš Stanojević, Mark Steedman et al.*9 citations*
607. **[Word-order Biases in Deep-agent Emergent Communication ↗](https://aclanthology.org/P19-1509/)**Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric et al.*9 citations*
608. **[A Lightweight Recurrent Network for Sequence Modeling ↗](https://aclanthology.org/P19-1149/)**Biao Zhang, Rico Sennrich*8 citations*
609. **[Better Character Language Modeling through Morphology ↗](https://aclanthology.org/P19-1156/)**Terra Blevins, Luke Zettlemoyer*8 citations*
610. **[Corpus-based Check-up for Thesaurus ↗](https://aclanthology.org/P19-1577/)**Natalia Loukachevitch*8 citations*
611. **[Crowdsourcing and Aggregating Nested Markable Annotations ↗](https://aclanthology.org/P19-1077/)**Chris Madge, Juntao Yu, Jon Chamberlain et al.*8 citations*
612. **[Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ↗](https://aclanthology.org/P19-3021/)**Vighnesh Leonardo Shiv, Chris Quirk, Anshuman Suri et al. · System Demonstrations*8 citations*
613. **[On-device Structured and Context Partitioned Projection Networks ↗](https://aclanthology.org/P19-1368/)**Sujith Ravi, Zornitsa Kozareva*8 citations*
614. **[Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ↗](https://aclanthology.org/P19-1188/)**David Gaddy, Dan Klein*8 citations*
615. **[Sentiment Tagging with Partial Labels using Modular Architectures ↗](https://aclanthology.org/P19-1055/)**Xiao Zhang, Dan Goldwasser*8 citations*
616. **[Training Hybrid Language Models by Marginalizing over Segmentations ↗](https://aclanthology.org/P19-1143/)**Edouard Grave, Sainbayar Sukhbaatar, Piotr Bojanowski et al.*8 citations*
617. **[Unsupervised Joint Training of Bilingual Word Embeddings ↗](https://aclanthology.org/P19-1312/)**Benjamin Marie, Atsushi Fujita*8 citations*
618. **[A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ↗](https://aclanthology.org/P19-1469/)**Jihun Choi, Taeuk Kim, Sang-goo Lee*7 citations*
619. **[Advances in Argument Mining ↗](https://aclanthology.org/P19-4008/)**Katarzyna Budzynska, Chris Reed · Tutorial Abstracts*7 citations*
620. **[Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ↗](https://aclanthology.org/P19-1034/)**Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze*7 citations*
621. **[Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information ↗](https://aclanthology.org/P19-1257/)**Pengcheng Yang, Zhihan Zhang, Fuli Luo et al.*7 citations*
622. **[Detecting Concealed Information in Text and Speech ↗](https://aclanthology.org/P19-1039/)**Shengli Hu*7 citations*
623. **[HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop ↗](https://aclanthology.org/P19-3023/)**Prithviraj Sen, Yunyao Li, Eser Kandogan et al. · System Demonstrations*7 citations*
624. **[Historical Text Normalization with Delayed Rewards](https://md.research.elamur.ai/free/en/papers/flachs-2019-historical-text-normalization-delayed-rewards/)**Simon Flachs, Marcel Bollmann, Anders Søgaard*7 citations · our summary*
625. **[Latent Variable Sentiment Grammar ↗](https://aclanthology.org/P19-1457/)**Liwen Zhang, Kewei Tu, Yue Zhang*7 citations*
626. **[Learning from Omission ↗](https://aclanthology.org/P19-1059/)**Bill McDowell, Noah Goodman*7 citations*
627. **[Quantifying Similarity between Relations with Fact Distribution ↗](https://aclanthology.org/P19-1278/)**Weize Chen, Hao Zhu, Xu Han et al.*7 citations*
628. **[Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ↗](https://aclanthology.org/P19-1517/)**Yanyan Zou, Wei Lu*7 citations*
629. **[Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language ↗](https://aclanthology.org/P19-1647/)**Grzegorz Chrupała*7 citations*
630. **[TIGS: An Inference Algorithm for Text Infilling with Gradient Search ↗](https://aclanthology.org/P19-1406/)**Dayiheng Liu, Jie Fu, Pengfei Liu et al.*7 citations*
631. **[Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation ↗](https://aclanthology.org/P19-1367/)**Cao Liu, Shizhu He, Kang Liu et al.*7 citations*
632. **[Wetin dey with these comments? Modeling Sociolinguistic Factors Affecting Code-switching Behavior in Nigerian Online Discussions ↗](https://aclanthology.org/P19-1625/)**Innocent Ndubuisi-Obi, Sayan Ghosh, David Jurgens*7 citations*
633. **[You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification ↗](https://aclanthology.org/P19-1246/)**Angelo Basile, Albert Gatt, Malvina Nissim*7 citations*
634. **[Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation ↗](https://aclanthology.org/P19-1211/)**Francine Chen, Yan-Ying Chen*6 citations*
635. **[An Environment for Relational Annotation of Political Debates ↗](https://aclanthology.org/P19-3018/)**Andre Blessing, Nico Blokker, Sebastian Haunss et al. · System Demonstrations*6 citations*
636. **[An adaptable task-oriented dialog system for stand-alone embedded devices ↗](https://aclanthology.org/P19-3009/)**Long Duong, Vu Cong Duy Hoang, Tuyen Quang Pham et al. · System Demonstrations*6 citations*
637. **[Collocation Classification with Unsupervised Relation Vectors ↗](https://aclanthology.org/P19-1576/)**Luis Espinosa Anke, Steven Schockaert, Leo Wanner*6 citations*
638. **[Dataset Creation for Ranking Constructive News Comments ↗](https://aclanthology.org/P19-1250/)**Soichiro Fujita, Hayato Kobayashi, Manabu Okumura*6 citations*
639. **[Keeping Notes: Conditional Natural Language Generation with a Scratchpad Encoder ↗](https://aclanthology.org/P19-1407/)**Ryan Benmalek, Madian Khabsa, Suma Desu et al.*6 citations*
640. **[Making Fast Graph-based Algorithms with Graph Metric Embeddings ↗](https://aclanthology.org/P19-1325/)**Andrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk et al.*6 citations*
641. **[Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ↗](https://aclanthology.org/P19-1508/)**Vesna Djokic, Jean Maillard, Luana Bulat et al.*6 citations*
642. **[On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study ↗](https://aclanthology.org/P19-1384/)**Damián E. Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin et al.*6 citations*
643. **[Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. ↗](https://aclanthology.org/P19-1392/)**Marcos Garcia, Marcos García Salido, Susana Sotelo et al.*6 citations*
644. **[Recognising Agreement and Disagreement between Stances with Reason Comparing Networks ↗](https://aclanthology.org/P19-1460/)**Chang Xu, Cecile Paris, Surya Nepal et al.*6 citations*
645. **[A Spreading Activation Framework for Tracking Conceptual Complexity of Texts ↗](https://aclanthology.org/P19-1377/)**Ioana Hulpuș, Sanja Štajner, Heiner Stuckenschmidt*5 citations*
646. **[ADVISER: A Dialog System Framework for Education & Research ↗](https://aclanthology.org/P19-3016/)**Daniel Ortega, Dirk Väth, Gianna Weber et al. · System Demonstrations*5 citations*
647. **[Embedding Imputation with Grounded Language Information ↗](https://aclanthology.org/P19-1326/)**Ziyi Yang, Chenguang Zhu, Vin Sachidananda et al.*5 citations*
648. **[FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms ↗](https://aclanthology.org/P19-1281/)**Henry Moss, Andrew Moore, David Leslie et al.*5 citations*
649. **[MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ↗](https://aclanthology.org/P19-1308/)**Pengcheng Yang, Fuli Luo, Peng Chen et al.*5 citations*
650. **[On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ↗](https://aclanthology.org/P19-1316/)**Abhik Jana, Dima Puzyrev, Alexander Panchenko et al.*5 citations*
651. **[Predicting Human Activities from User-Generated Content ↗](https://aclanthology.org/P19-1245/)**Steven Wilson, Rada Mihalcea*5 citations*
652. **[Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ↗](https://aclanthology.org/P19-1321/)**Shoaib Jameel, Steven Schockaert*5 citations*
653. **[A Modular Tool for Automatic Summarization ↗](https://aclanthology.org/P19-3030/)**Valentin Nyzam, Aurélien Bossard · System Demonstrations*4 citations*
654. **[Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units ↗](https://aclanthology.org/P19-1626/)**Arturo Argueta, David Chiang*4 citations*
655. **[Determining Relative Argument Specificity and Stance for Complex Argumentative Structures ↗](https://aclanthology.org/P19-1456/)**Esin Durmus, Faisal Ladhak, Claire Cardie*4 citations*
656. **[Generating Summaries with Topic Templates and Structured Convolutional Decoders ↗](https://aclanthology.org/P19-1504/)**Laura Perez-Beltrachini, Yang Liu, Mirella Lapata*4 citations*
657. **[Improved Language Modeling by Decoding the Past ↗](https://aclanthology.org/P19-1142/)**Siddhartha Brahma*4 citations*
658. **[Latent Structure Models for Natural Language Processing ↗](https://aclanthology.org/P19-4001/)**André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia et al. · Tutorial Abstracts*4 citations*
659. **[The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue](https://md.research.elamur.ai/free/en/papers/haber-2019-photobook-dataset-building-common-ground/)**Janosch Haber, Tim Baumgärtner, Ece Takmaz et al.*4 citations · our summary*
660. **[Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection](https://md.research.elamur.ai/free/en/papers/moosavi-2019-automatically-extracted-minimum-spans-disentangle/)**Nafise Sadat Moosavi, Leo Born, Massimo Poesio et al.*4 citations · our summary*
661. **[A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks ↗](https://aclanthology.org/P19-3014/)**Álvaro Peris, Francisco Casacuberta · System Demonstrations*3 citations*
662. **[A Prism Module for Semantic Disentanglement in Name Entity Recognition ↗](https://aclanthology.org/P19-1532/)**Kun Liu, Shen Li, Daqi Zheng et al.*3 citations*
663. **[Analyzing Linguistic Differences between Owner and Staff Attributed Tweets ↗](https://aclanthology.org/P19-1274/)**Daniel Preoţiuc-Pietro, Rita Devlin Marier*3 citations*
664. **[Demonstration of a Neural Machine Translation System with Online Learning for Translators ↗](https://aclanthology.org/P19-3012/)**Miguel Domingo, Mercedes García-Martínez, Amando Estela Pastor et al. · System Demonstrations*3 citations*
665. **[Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ↗](https://aclanthology.org/P19-1638/)**Tu Vu, Mohit Iyyer*3 citations*
666. **[Global Textual Relation Embedding for Relational Understanding ↗](https://aclanthology.org/P19-1127/)**Zhiyu Chen, Hanwen Zha, Honglei Liu et al.*3 citations*
667. **[Multi-Task Learning for Coherence Modeling ↗](https://aclanthology.org/P19-1060/)**Youmna Farag, Helen Yannakoudakis*3 citations*
668. **[PTB Graph Parsing with Tree Approximation ↗](https://aclanthology.org/P19-1530/)**Yoshihide Kato, Shigeki Matsubara*3 citations*
669. **[Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks ↗](https://aclanthology.org/P19-1557/)**Ahmad Aghaebrahimian, Mark Cieliebak*3 citations*
670. **[Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ↗](https://aclanthology.org/P19-1235/)**Lifeng Jin, William Schuler*3 citations*
671. **[Annotation and Automatic Classification of Aspectual Categories ↗](https://aclanthology.org/P19-1323/)**Markus Egg, Helena Prepens, Will Roberts*2 citations*
672. **[Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection](https://md.research.elamur.ai/free/en/papers/corkery-2019-are-we-there-yet-encoder/)**Maria Corkery, Yevgen Matusevych, Sharon Goldwater*2 citations · our summary*
673. **[Delta Embedding Learning ↗](https://aclanthology.org/P19-1322/)**Xiao Zhang, Ji Wu, Dejing Dou*2 citations*
674. **[Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation ↗](https://aclanthology.org/P19-1196/)**Jiangjie Chen, Ao Wang, Haiyun Jiang et al.*2 citations*
675. **[Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ↗](https://aclanthology.org/P19-1397/)**Shuai Tang, Virginia R. de Sa*2 citations*
676. **[Interpolated Spectral NGram Language Models ↗](https://aclanthology.org/P19-1594/)**Ariadna Quattoni, Xavier Carreras*2 citations*
677. **[Language Modeling with Shared Grammar ↗](https://aclanthology.org/P19-1437/)**Yuyu Zhang, Le Song*2 citations*
678. **[Leveraging Meta Information in Short Text Aggregation ↗](https://aclanthology.org/P19-1396/)**He Zhao, Lan Du, Guanfeng Liu et al.*2 citations*
679. **[PostAc : A Visual Interactive Search, Exploration, and Analysis Platform for PhD Intensive Job Postings ↗](https://aclanthology.org/P19-3008/)**Chenchen Xu, Inger Mewburn, Will J Grant et al. · System Demonstrations*2 citations*
680. **[Semantic Expressive Capacity with Bounded Memory ↗](https://aclanthology.org/P19-1008/)**Antoine Venant, Alexander Koller*2 citations*
681. **[Towards Language Agnostic Universal Representations ↗](https://aclanthology.org/P19-1395/)**Armen Aghajanyan, Xia Song, Saurabh Tiwary*2 citations*
682. **[Towards Lossless Encoding of Sentences ↗](https://aclanthology.org/P19-1153/)**Gabriele Prato, Mathieu Duchesneau, Sarath Chandar et al.*2 citations*
683. **[Zero-Shot Semantic Parsing for Instructions ↗](https://aclanthology.org/P19-1438/)**Ofer Givoli, Roi Reichart*2 citations*
684. **[Flambé: A Customizable Framework for Machine Learning Experiments ↗](https://aclanthology.org/P19-3029/)**Jeremy Wohlwend, Nicholas Matthews, Ivan Itzcovich · System Demonstrations*1 citation*
685. **[KCAT: A Knowledge-Constraint Typing Annotation Tool ↗](https://aclanthology.org/P19-3017/)**Sheng Lin, Luye Zheng, Bo Chen et al. · System Demonstrations*1 citation*
686. **[Learning Transferable Feature Representations Using Neural Networks ↗](https://aclanthology.org/P19-1404/)**Himanshu Sharad Bhatt, Shourya Roy, Arun Rajkumar et al.*1 citation*
687. **[Learning to Relate from Captions and Bounding Boxes ↗](https://aclanthology.org/P19-1660/)**Sarthak Garg, Joel Ruben Antony Moniz, Anshu Aviral et al.*1 citation*
688. **[Reference Network for Neural Machine Translation ↗](https://aclanthology.org/P19-1287/)**Han Fu, Chenghao Liu, Jianling Sun*1 citation*
689. **[Soft Representation Learning for Sparse Transfer ↗](https://aclanthology.org/P19-1151/)**Haeju Park, Jinyoung Yeo, Gengyu Wang et al.*1 citation*
690. **[Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ↗](https://aclanthology.org/P19-1168/)**Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti*1 citation*
691. **[Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums ↗](https://aclanthology.org/P19-1497/)**Zi Chai, Xinyu Xing, Xiaojun Wan et al.
692. **[Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation ↗](https://aclanthology.org/P19-1013/)**Masashi Yoshikawa, Hiroshi Noji, Koji Mineshima et al.
693. **[Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis ↗](https://aclanthology.org/P19-1420/)**Junyi Du, He Jiang, Jiaming Shen et al.
694. **[FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents ↗](https://aclanthology.org/P19-3013/)**Serra Sinem Tekiroglu, Bernardo Magnini, Marco Guerini · System Demonstrations
695. **[Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ↗](https://aclanthology.org/P19-1551/)**Caio Corro, Ivan Titov
696. **[Learning to Link Grammar and Encyclopedic Information of Assist ESL Learners ↗](https://aclanthology.org/P19-3034/)**Jhih-Jie Chen, Chingyu Yang, Peichen Ho et al. · System Demonstrations
697. **[Level-Up: Learning to Improve Proficiency Level of Essays ↗](https://aclanthology.org/P19-3033/)**Wen-Bin Han, Jhih-Jie Chen, Chingyu Yang et al. · System Demonstrations
698. **[Multilingual Factor Analysis ↗](https://aclanthology.org/P19-1170/)**Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos Korfiatis et al.
699. **[Online Infix Probability Computation for Probabilistic Finite Automata ↗](https://aclanthology.org/P19-1528/)**Marco Cognetta, Yo-Sub Han, Soon Chan Kwon
700. **[Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language ↗](https://aclanthology.org/P19-3001/)**Mio Arai, Tomonori Kodaira, Mamoru Komachi · System Demonstrations

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