---
title: "ACL 2018 — all accepted papers, page 3 — the most cited first"
description: "All 413 papers of ACL 2018 · page 3 of 5, the most cited first; those with our summary link to it."
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# ACL 2018: all accepted papers

413 papers · page 3 of 5 · the most cited first · [← ACL 2018](https://md.research.elamur.ai/free/en/venues/acl/2018/)

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201. **[Deep Reinforcement Learning for Chinese Zero Pronoun Resolution](https://md.research.elamur.ai/free/en/papers/yin-2018-deep-reinforcement-learning-chinese-zero/)**Qingyu Yin, Yu Zhang, Wei-Nan Zhang et al. · Long Papers*51 citations · our summary*
202. **[Question Condensing Networks for Answer Selection in Community Question Answering ↗](https://aclanthology.org/P18-1162/)**Wei Wu, Xu Sun, Houfeng Wang · Long Papers*51 citations*
203. **[A Helping Hand: Transfer Learning for Deep Sentiment Analysis ↗](https://aclanthology.org/P18-1235/)**Xin Dong, Gerard de Melo · Long Papers*50 citations*
204. **[Discourse Representation Structure Parsing ↗](https://aclanthology.org/P18-1040/)**Jiangming Liu, Shay B. Cohen, Mirella Lapata · Long Papers*50 citations*
205. **[Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ↗](https://aclanthology.org/P18-2068/)**Lin Zhao, Zhe Feng · Short Papers*50 citations*
206. **[NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ↗](https://aclanthology.org/P18-4007/)**Jingguang Han, Utsab Barman, Jeremiah Hayes et al.*49 citations*
207. **[Twitter Universal Dependency Parsing for African-American and Mainstream American English](https://md.research.elamur.ai/free/en/papers/blodgett-2018-twitter-universal-dependency-parsing-african/)**Su Lin Blodgett, Johnny Wei, Brendan O'Connor · Long Papers*49 citations · our summary*
208. **[Adversarial Contrastive Estimation ↗](https://aclanthology.org/P18-1094/)**Avishek Joey Bose, Huan Ling, Yanshuai Cao · Long Papers*48 citations*
209. **[Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ↗](https://aclanthology.org/P18-2013/)**Prachi Jain, Pankaj Kumar, Mausam et al. · Short Papers*48 citations*
210. **[A Study of the Importance of External Knowledge in the Named Entity Recognition Task ↗](https://aclanthology.org/P18-2039/)**Dominic Seyler, Tatiana Dembelova, Luciano Del Corro et al. · Short Papers*47 citations*
211. **[Efficient Online Scalar Annotation with Bounded Support ↗](https://aclanthology.org/P18-1020/)**Keisuke Sakaguchi, Benjamin Van Durme · Long Papers*47 citations*
212. **[End-to-End Reinforcement Learning for Automatic Taxonomy Induction ↗](https://aclanthology.org/P18-1229/)**Yuning Mao, Xiang Ren, Jiaming Shen et al. · Long Papers*47 citations*
213. **[Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search ↗](https://aclanthology.org/P18-1085/)**Jamie Kiros, William Chan, Geoffrey Hinton · Long Papers*46 citations*
214. **[Neural Models for Documents with Metadata ↗](https://aclanthology.org/P18-1189/)**Dallas Card, Chenhao Tan, Noah A. Smith · Long Papers*46 citations*
215. **[Compositional Representation of Morphologically-Rich Input for Neural Machine Translation ↗](https://aclanthology.org/P18-2049/)**Duygu Ataman, Marcello Federico · Short Papers*45 citations*
216. **[Conditional Generators of Words Definitions ↗](https://aclanthology.org/P18-2043/)**Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov · Short Papers*45 citations*
217. **[Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ↗](https://aclanthology.org/P18-1142/)**Edoardo Maria Ponti, Roi Reichart, Anna Korhonen et al. · Long Papers*45 citations*
218. **[Zero-shot Learning of Classifiers from Natural Language Quantification ↗](https://aclanthology.org/P18-1029/)**Shashank Srivastava, Igor Labutov, Tom Mitchell · Long Papers*45 citations*
219. **[LinkNBed: Multi-Graph Representation Learning with Entity Linkage ↗](https://aclanthology.org/P18-1024/)**Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong et al. · Long Papers*44 citations*
220. **[Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ↗](https://aclanthology.org/P18-1194/)**Bingfeng Luo, Yansong Feng, Zheng Wang et al. · Long Papers*44 citations*
221. **[Subword-level Word Vector Representations for Korean ↗](https://aclanthology.org/P18-1226/)**Sungjoon Park, Jeongmin Byun, Sion Baek et al. · Long Papers*44 citations*
222. **[Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ↗](https://aclanthology.org/P18-2061/)**Rob van der Goot, Nikola Ljubešić, Ian Matroos et al. · Short Papers*43 citations*
223. **[Dating Documents using Graph Convolution Networks ↗](https://aclanthology.org/P18-1149/)**Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray et al. · Long Papers*43 citations*
224. **[Polyglot Semantic Role Labeling ↗](https://aclanthology.org/P18-2106/)**Phoebe Mulcaire, Swabha Swayamdipta, Noah A. Smith · Short Papers*43 citations*
225. **[Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ↗](https://aclanthology.org/P18-2115/)**Shuming Ma, Xu Sun, Junyang Lin et al. · Short Papers*42 citations*
226. **[Learning Translations via Images with a Massively Multilingual Image Dataset ↗](https://aclanthology.org/P18-1239/)**John Hewitt, Daphne Ippolito, Brendan Callahan et al. · Long Papers*42 citations*
227. **[SciDTB: Discourse Dependency TreeBank for Scientific Abstracts](https://md.research.elamur.ai/free/en/papers/yang-2018-scidtb-discourse-dependency-treebank-scientific/)**An Yang, Sujian Li · Short Papers*42 citations · our summary*
228. **[Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ↗](https://aclanthology.org/P18-1091/)**Boyuan Pan, Yazheng Yang, Zhou Zhao et al. · Long Papers*41 citations*
229. **[Multi-Input Attention for Unsupervised OCR Correction ↗](https://aclanthology.org/P18-1220/)**Rui Dong, David Smith · Long Papers*41 citations*
230. **[Parser Training with Heterogeneous Treebanks ↗](https://aclanthology.org/P18-2098/)**Sara Stymne, Miryam de Lhoneux, Aaron Smith et al. · Short Papers*41 citations*
231. **[Context-Aware Neural Model for Temporal Information Extraction ↗](https://aclanthology.org/P18-1049/)**Yuanliang Meng, Anna Rumshisky · Long Papers*40 citations*
232. **[Efficient Large-Scale Neural Domain Classification with Personalized Attention ↗](https://aclanthology.org/P18-1206/)**Young-Bum Kim, Dongchan Kim, Anjishnu Kumar et al. · Long Papers*40 citations*
233. **[Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ↗](https://aclanthology.org/P18-1159/)**Zhen Wang, Jiachen Liu, Xinyan Xiao et al. · Long Papers*40 citations*
234. **[Split and Rephrase: Better Evaluation and Stronger Baselines ↗](https://aclanthology.org/P18-2114/)**Roee Aharoni, Yoav Goldberg · Short Papers*40 citations*
235. **[Document Similarity for Texts of Varying Lengths via Hidden Topics ↗](https://aclanthology.org/P18-1218/)**Hongyu Gong, Tarek Sakakini, Suma Bhat et al. · Long Papers*39 citations*
236. **[Domain Adapted Word Embeddings for Improved Sentiment Classification ↗](https://aclanthology.org/P18-2007/)**Prathusha K Sarma, Yingyu Liang, Bill Sethares · Short Papers*39 citations*
237. **[A Named Entity Recognition Shootout for German ↗](https://aclanthology.org/P18-2020/)**Martin Riedl, Sebastian Padó · Short Papers*38 citations*
238. **[Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ↗](https://aclanthology.org/P18-1052/)**Shafiq Joty, Muhammad Tasnim Mohiuddin, Dat Tien Nguyen · Long Papers*38 citations*
239. **[Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback ↗](https://aclanthology.org/P18-1169/)**Carolin Lawrence, Stefan Riezler · Long Papers*38 citations*
240. **[Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ↗](https://aclanthology.org/P18-1165/)**Julia Kreutzer, Joshua Uyheng, Stefan Riezler · Long Papers*38 citations*
241. **[Cold-Start Aware User and Product Attention for Sentiment Classification ↗](https://aclanthology.org/P18-1236/)**Reinald Kim Amplayo, Jihyeok Kim, Sua Sung et al. · Long Papers*37 citations*
242. **[Building Language Models for Text with Named Entities ↗](https://aclanthology.org/P18-1221/)**Md Rizwan Parvez, Saikat Chakraborty, Baishakhi Ray et al. · Long Papers*36 citations*
243. **[Characterizing Departures from Linearity in Word Translation ↗](https://aclanthology.org/P18-2036/)**Ndapa Nakashole, Raphael Flauger · Short Papers*36 citations*
244. **[Improving Topic Quality by Promoting Named Entities in Topic Modeling ↗](https://aclanthology.org/P18-2040/)**Katsiaryna Krasnashchok, Salim Jouili · Short Papers*36 citations*
245. **[Predicting accuracy on large datasets from smaller pilot data ↗](https://aclanthology.org/P18-2072/)**Mark Johnson, Peter Anderson, Mark Dras et al. · Short Papers*36 citations*
246. **[A Language Model based Evaluator for Sentence Compression ↗](https://aclanthology.org/P18-2028/)**Yang Zhao, Zhiyuan Luo, Akiko Aizawa · Short Papers*35 citations*
247. **[Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data ↗](https://aclanthology.org/P18-1154/)**Harsh Jhamtani, Varun Gangal, Eduard Hovy et al. · Long Papers*35 citations*
248. **[Modeling Sentiment Association in Discourse for Humor Recognition ↗](https://aclanthology.org/P18-2093/)**Lizhen Liu, Donghai Zhang, Wei Song · Short Papers*35 citations*
249. **[Neural Sparse Topical Coding ↗](https://aclanthology.org/P18-1217/)**Min Peng, Qianqian Xie, Yanchun Zhang et al. · Long Papers*35 citations*
250. **[Towards Understanding the Geometry of Knowledge Graph Embeddings ↗](https://aclanthology.org/P18-1012/)**Chandrahas, Aditya Sharma, Partha Talukdar · Long Papers*35 citations*
251. **[Triangular Architecture for Rare Language Translation ↗](https://aclanthology.org/P18-1006/)**Shuo Ren, Wenhu Chen, Shujie Liu et al. · Long Papers*35 citations*
252. **[Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ↗](https://aclanthology.org/P18-1164/)**Shaohui Kuang, Junhui Li, António Branco et al. · Long Papers*33 citations*
253. **[Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ↗](https://aclanthology.org/P18-1051/)**Laurent Vanni, Melanie Ducoffe, Carlos Aguilar et al. · Long Papers*33 citations*
254. **[Backpropagating through Structured Argmax using a SPIGOT ↗](https://aclanthology.org/P18-1173/)**Hao Peng, Sam Thomson, Noah A. Smith · Long Papers*32 citations*
255. **[Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ↗](https://aclanthology.org/P18-1089/)**Raksha Sharma, Pushpak Bhattacharyya, Sandipan Dandapat et al. · Long Papers*32 citations*
256. **[Incorporating Chinese Characters of Words for Lexical Sememe Prediction ↗](https://aclanthology.org/P18-1227/)**Huiming Jin, Hao Zhu, Zhiyuan Liu et al. · Long Papers*32 citations*
257. **[Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ↗](https://aclanthology.org/P18-1193/)**Alane Suhr, Yoav Artzi · Long Papers*32 citations*
258. **[TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ↗](https://aclanthology.org/P18-1057/)**Alexander Fabbri, Irene Li, Prawat Trairatvorakul et al. · Long Papers*32 citations*
259. **[hyperdoc2vec: Distributed Representations of Hypertext Documents ↗](https://aclanthology.org/P18-1222/)**Jialong Han, Yan Song, Wayne Xin Zhao et al. · Long Papers*32 citations*
260. **[Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ↗](https://aclanthology.org/P18-2079/)**Pengcheng Yang, Xu Sun, Wei Li et al. · Short Papers*31 citations*
261. **[Diachronic degradation of language models: Insights from social media ↗](https://aclanthology.org/P18-2032/)**Kokil Jaidka, Niyati Chhaya, Lyle Ungar · Short Papers*31 citations*
262. **[Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ↗](https://aclanthology.org/P18-2067/)**Yu Wu, Wei Wu, Zhoujun Li et al. · Short Papers*31 citations*
263. **[Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ↗](https://aclanthology.org/P18-4024/)**Yafang Huang, Zuchao Li, Zhuosheng Zhang et al.*31 citations*
264. **[Accurate SHRG-Based Semantic Parsing ↗](https://aclanthology.org/P18-1038/)**Yufei Chen, Weiwei Sun, Xiaojun Wan · Long Papers*30 citations*
265. **[Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ↗](https://aclanthology.org/P18-2009/)**Liat Ein Dor, Yosi Mass, Alon Halfon et al. · Short Papers*30 citations*
266. **[Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum ↗](https://aclanthology.org/P18-2116/)**Omer Levy, Kenton Lee, Nicholas FitzGerald et al. · Short Papers*30 citations*
267. **[Modeling discourse cohesion for discourse parsing via memory network ↗](https://aclanthology.org/P18-2070/)**Yanyan Jia, Yuan Ye, Yansong Feng et al. · Short Papers*30 citations*
268. **[Examining Temporality in Document Classification ↗](https://aclanthology.org/P18-2110/)**Xiaolei Huang, Michael J. Paul · Short Papers*29 citations*
269. **[Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures](https://md.research.elamur.ai/free/en/papers/choubey-2018-improving-event-coreference-resolution-modeling/)**Prafulla Kumar Choubey, Ruihong Huang · Long Papers*29 citations · our summary*
270. **[Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ↗](https://aclanthology.org/P18-1196/)**Georgios Spithourakis, Sebastian Riedel · Long Papers*29 citations*
271. **[Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ↗](https://aclanthology.org/P18-1232/)**Bei Shi, Zihao Fu, Lidong Bing et al. · Long Papers*28 citations*
272. **[Out-of-the-box Universal Romanization Tool uroman ↗](https://aclanthology.org/P18-4003/)**Ulf Hermjakob, Jonathan May, Kevin Knight*28 citations*
273. **[Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ↗](https://aclanthology.org/P18-1084/)**Guy Rotman, Ivan Vulić, Roi Reichart · Long Papers*27 citations*
274. **[CNN for Text-Based Multiple Choice Question Answering ↗](https://aclanthology.org/P18-2044/)**Akshay Chaturvedi, Onkar Pandit, Utpal Garain · Short Papers*27 citations*
275. **[Document Modeling with External Attention for Sentence Extraction ↗](https://aclanthology.org/P18-1188/)**Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos et al. · Long Papers*27 citations*
276. **[End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ↗](https://aclanthology.org/P18-2086/)**Wenpeng Yin, Dan Roth, Hinrich Schütze · Short Papers*27 citations*
277. **[Fully Statistical Neural Belief Tracking ↗](https://aclanthology.org/P18-2018/)**Nikola Mrkšić, Ivan Vulić · Short Papers*27 citations*
278. **[Automatic Metric Validation for Grammatical Error Correction ↗](https://aclanthology.org/P18-1127/)**Leshem Choshen, Omri Abend · Long Papers*26 citations*
279. **[Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ↗](https://aclanthology.org/P18-2029/)**Maria Glenski, Tim Weninger, Svitlana Volkova · Short Papers*26 citations*
280. **[Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking](https://md.research.elamur.ai/free/en/papers/kundu-2018-neural-cross-lingual-coreference-resolution/)**Gourab Kundu, Avi Sil, Radu Florian et al. · Short Papers*26 citations · our summary*
281. **[Mining Cross-Cultural Differences and Similarities in Social Media ↗](https://aclanthology.org/P18-1066/)**Bill Yuchen Lin, Frank F. Xu, Kenny Zhu et al. · Long Papers*25 citations*
282. **[TALEN: Tool for Annotation of Low-resource ENtities ↗](https://aclanthology.org/P18-4014/)**Stephen Mayhew, Dan Roth*25 citations*
283. **[Using Intermediate Representations to Solve Math Word Problems ↗](https://aclanthology.org/P18-1039/)**Danqing Huang, Jin-Ge Yao, Chin-Yew Lin et al. · Long Papers*25 citations*
284. **[A Stochastic Decoder for Neural Machine Translation ↗](https://aclanthology.org/P18-1115/)**Philip Schulz, Wilker Aziz, Trevor Cohn · Long Papers*24 citations*
285. **[Active learning for deep semantic parsing ↗](https://aclanthology.org/P18-2008/)**Long Duong, Hadi Afshar, Dominique Estival et al. · Short Papers*24 citations*
286. **[Automatic Article Commenting: the Task and Dataset ↗](https://aclanthology.org/P18-2025/)**Lianhui Qin, Lemao Liu, Wei Bi et al. · Short Papers*24 citations*
287. **[Batch IS NOT Heavy: Learning Word Representations From All Samples ↗](https://aclanthology.org/P18-1172/)**Xin Xin, Fajie Yuan, Xiangnan He et al. · Long Papers*24 citations*
288. **[Learning with Structured Representations for Negation Scope Extraction ↗](https://aclanthology.org/P18-2085/)**Hao Li, Wei Lu · Short Papers*24 citations*
289. **[Neural Hidden Markov Model for Machine Translation ↗](https://aclanthology.org/P18-2060/)**Weiyue Wang, Derui Zhu, Tamer Alkhouli et al. · Short Papers*24 citations*
290. **[Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ↗](https://aclanthology.org/P18-2075/)**Daniel Fried, Dan Klein · Short Papers*24 citations*
291. **[A Multi-task Approach to Learning Multilingual Representations ↗](https://aclanthology.org/P18-2035/)**Karan Singla, Dogan Can, Shrikanth Narayanan · Short Papers*23 citations*
292. **[Automatic Extraction of Commonsense LocatedNear Knowledge ↗](https://aclanthology.org/P18-2016/)**Frank F. Xu, Bill Yuchen Lin, Kenny Zhu · Short Papers*23 citations*
293. **[Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation ↗](https://aclanthology.org/P18-2048/)**Rui Wang, Masao Utiyama, Eiichiro Sumita · Short Papers*23 citations*
294. **[Addressing Noise in Multidialectal Word Embeddings ↗](https://aclanthology.org/P18-2089/)**Alexander Erdmann, Nasser Zalmout, Nizar Habash · Short Papers*22 citations*
295. **[Discourse Coherence: Concurrent Explicit and Implicit Relations](https://md.research.elamur.ai/free/en/papers/rohde-2018-discourse-coherence-concurrent-explicit-implicit/)**Hannah Rohde, Alexander Johnson, Nathan Schneider et al. · Long Papers*22 citations · our summary*
296. **[Neural Factor Graph Models for Cross-lingual Morphological Tagging ↗](https://aclanthology.org/P18-1247/)**Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig · Long Papers*22 citations*
297. **[Paper Abstract Writing through Editing Mechanism ↗](https://aclanthology.org/P18-2042/)**Qingyun Wang, Zhihao Zhou, Lifu Huang et al. · Short Papers*22 citations*
298. **[Tailored Sequence to Sequence Models to Different Conversation Scenarios ↗](https://aclanthology.org/P18-1137/)**Hainan Zhang, Yanyan Lan, Jiafeng Guo et al. · Long Papers*22 citations*
299. **[Embedding Learning Through Multilingual Concept Induction ↗](https://aclanthology.org/P18-1141/)**Philipp Dufter, Mengjie Zhao, Martin Schmitt et al. · Long Papers*21 citations*
300. **[Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ↗](https://aclanthology.org/P18-2051/)**Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al. · Short Papers*21 citations*

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