---
title: "NAACL 2018 — all accepted papers — the most cited first"
description: "All 383 papers of NAACL 2018 · page 1 of 4, the most cited first; those with our summary link to it."
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# NAACL 2018: all accepted papers

383 papers · page 1 of 4 · the most cited first · [← NAACL 2018](https://md.research.elamur.ai/free/en/venues/naacl/2018/)

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1. **[Deep Contextualized Word Representations](https://md.research.elamur.ai/free/en/papers/peters-2018-deep-contextualized-word-representations/)**Matthew E. Peters, Mark Neumann, Mohit Iyyer et al. · Human Language Technologies, Volume 1 (Long Papers*11,541 citations · our summary*
2. **[A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference ↗](https://aclanthology.org/N18-1101/)**Adina Williams, Nikita Nangia, Samuel R. Bowman · Human Language Technologies, Volume 1 (Long Papers*3,231 citations*
3. **[Self-Attention with Relative Position Representations](https://md.research.elamur.ai/free/en/papers/shaw-2018-self-attention-relative-position-representations/)**Peter Shaw, Jakob Uszkoreit, Ashish Vaswani · Human Language Technologies, Volume 2 (Short Papers*2,401 citations · our summary*
4. **[FEVER: a Large-scale Dataset for Fact Extraction and VERification](https://md.research.elamur.ai/free/en/papers/thorne-2018-fever-large-scale-dataset-fact/)**James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al. · Human Language Technologies, Volume 1 (Long Papers*1,287 citations · our summary*
5. **[Annotation Artifacts in Natural Language Inference Data ↗](https://aclanthology.org/N18-2017/)**Suchin Gururangan, Swabha Swayamdipta, Omer Levy et al. · Human Language Technologies, Volume 2 (Short Papers*894 citations*
6. **[A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network](https://md.research.elamur.ai/free/en/papers/nguyen-2018-novel-embedding-model-knowledge-base/)**Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al. · Human Language Technologies, Volume 2 (Short Papers*865 citations · our summary*
7. **[Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features](https://md.research.elamur.ai/free/en/papers/pagliardini-2018-unsupervised-learning-sentence-embeddings-compositional/)**Matteo Pagliardini, Prakhar Gupta, Martin Jaggi · Human Language Technologies, Volume 1 (Long Papers*678 citations · our summary*
8. **[Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods](https://md.research.elamur.ai/free/en/papers/zhao-2018-gender-bias-coreference-resolution-evaluation/)**Jieyu Zhao, Tianlu Wang, Mark Yatskar et al. · Human Language Technologies, Volume 2 (Short Papers*645 citations · our summary*
9. **[A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents](https://md.research.elamur.ai/free/en/papers/cohan-2018-discourse-aware-attention-model-abstractive/)**Arman Cohan, Franck Dernoncourt, Doo Soon Kim et al. · Human Language Technologies, Volume 2 (Short Papers*630 citations · our summary*
10. **[Adversarial Example Generation with Syntactically Controlled Paraphrase Networks](https://md.research.elamur.ai/free/en/papers/iyyer-2018-adversarial-example-generation-syntactically-controlled/)**Mohit Iyyer, John Wieting, Kevin Gimpel et al. · Human Language Technologies, Volume 1 (Long Papers*615 citations · our summary*
11. **[Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations](https://md.research.elamur.ai/free/en/papers/kobayashi-2018-contextual-augmentation-data-augmentation-words/)**Sosuke Kobayashi · Human Language Technologies, Volume 2 (Short Papers*603 citations · our summary*
12. **[Explainable Prediction of Medical Codes from Clinical Text](https://md.research.elamur.ai/free/en/papers/mullenbach-2018-explainable-prediction-medical-codes-clinical/)**James Mullenbach, Sarah Wiegreffe, Jon Duke et al. · Human Language Technologies, Volume 1 (Long Papers*563 citations · our summary*
13. **[Slot-Gated Modeling for Joint Slot Filling and Intent Prediction](https://md.research.elamur.ai/free/en/papers/goo-2018-slot-gated-modeling-joint-slot/)**Chih-Wen Goo, Guang Gao, Yun-Kai Hsu et al. · Human Language Technologies, Volume 2 (Short Papers*497 citations · our summary*
14. **[The Web as a Knowledge-Base for Answering Complex Questions](https://md.research.elamur.ai/free/en/papers/talmor-2018-web-as-knowledge-base-answering/)**Alon Talmor, Jonathan Berant · Human Language Technologies, Volume 1 (Long Papers*496 citations · our summary*
15. **[Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies](https://md.research.elamur.ai/free/en/papers/grusky-2018-newsroom-dataset-1-3-million/)**Max Grusky, Mor Naaman, Yoav Artzi · Human Language Technologies, Volume 1 (Long Papers*479 citations · our summary*
16. **[Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer ↗](https://aclanthology.org/N18-1169/)**Juncen Li, Robin Jia, He He et al. · Human Language Technologies, Volume 1 (Long Papers*468 citations*
17. **[Colorless Green Recurrent Networks Dream Hierarchically](https://md.research.elamur.ai/free/en/papers/gulordava-2018-colorless-green-recurrent-networks-dream/)**Kristina Gulordava, Piotr Bojanowski, Edouard Grave et al. · Human Language Technologies, Volume 1 (Long Papers*465 citations · our summary*
18. **[Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos](https://md.research.elamur.ai/free/en/papers/hazarika-2018-conversational-memory-network-emotion-recognition/)**Devamanyu Hazarika, Soujanya Poria, Amir Zadeh et al. · Human Language Technologies, Volume 1 (Long Papers*463 citations · our summary*
19. **[Gender Bias in Coreference Resolution](https://md.research.elamur.ai/free/en/papers/rudinger-2018-gender-bias-coreference-resolution/)**Rachel Rudinger, Jason Naradowsky, Brian Leonard et al. · Human Language Technologies, Volume 2 (Short Papers*429 citations · our summary*
20. **[Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings](https://md.research.elamur.ai/free/en/papers/song-2018-directional-skip-gram-explicitly-distinguishing/)**Yan Song, Shuming Shi, Jing Li et al. · Human Language Technologies, Volume 2 (Short Papers*380 citations · our summary*
21. **[Higher-Order Coreference Resolution with Coarse-to-Fine Inference](https://md.research.elamur.ai/free/en/papers/lee-2018-higher-order-coreference-resolution-coarse/)**Kenton Lee, Luheng He, Luke Zettlemoyer · Human Language Technologies, Volume 2 (Short Papers*371 citations · our summary*
22. **[Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences](https://md.research.elamur.ai/free/en/papers/khashabi-2018-looking-beyond-surface-challenge-set/)**Daniel Khashabi, Snigdha Chaturvedi, Michael Roth et al. · Human Language Technologies, Volume 1 (Long Papers*370 citations · our summary*
23. **[Deep Communicating Agents for Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/celikyilmaz-2018-deep-communicating-agents-abstractive-summarization/)**Asli Celikyilmaz, Antoine Bosselut, Xiaodong He et al. · Human Language Technologies, Volume 1 (Long Papers*323 citations · our summary*
24. **[Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer](https://md.research.elamur.ai/free/en/papers/rao-2018-dear-sir-or-madam-may/)**Sudha Rao, Joel Tetreault · Human Language Technologies, Volume 1 (Long Papers*321 citations · our summary*
25. **[Construction of the Literature Graph in Semantic Scholar](https://md.research.elamur.ai/free/en/papers/ammar-2018-construction-literature-graph-semantic-scholar/)**Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al. · Human Language Technologies, Volume 3 (Industry Papers*317 citations · our summary*
26. **[A Neural Layered Model for Nested Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/ju-2018-neural-layered-model-nested-named/)**Meizhi Ju, Makoto Miwa, Sophia Ananiadou · Human Language Technologies, Volume 1 (Long Papers*309 citations · our summary*
27. **[When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?](https://md.research.elamur.ai/free/en/papers/qi-2018-when-why-are-pre-trained/)**Ye Qi, Devendra Sachan, Matthieu Felix et al. · Human Language Technologies, Volume 2 (Short Papers*292 citations · our summary*
28. **[Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction](https://md.research.elamur.ai/free/en/papers/verga-2018-simultaneously-self-attending-all-mentions/)**Patrick Verga, Emma Strubell, Andrew McCallum · Human Language Technologies, Volume 1 (Long Papers*284 citations · our summary*
29. **[KBGAN: Adversarial Learning for Knowledge Graph Embeddings ↗](https://aclanthology.org/N18-1133/)**Liwei Cai, William Yang Wang · Human Language Technologies, Volume 1 (Long Papers*271 citations*
30. **[Supervised Open Information Extraction ↗](https://aclanthology.org/N18-1081/)**Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer et al. · Human Language Technologies, Volume 1 (Long Papers*265 citations*
31. **[Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/post-2018-fast-lexically-constrained-decoding-dynamic/)**Matt Post, David Vilar · Human Language Technologies, Volume 1 (Long Papers*239 citations · our summary*
32. **[Nested Named Entity Recognition Revisited](https://md.research.elamur.ai/free/en/papers/katiyar-2018-nested-named-entity-recognition-revisited/)**Arzoo Katiyar, Claire Cardie · Human Language Technologies, Volume 1 (Long Papers*239 citations · our summary*
33. **[TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation](https://md.research.elamur.ai/free/en/papers/yu-2018-typesql-knowledge-based-type-aware/)**Tao Yu, Zifan Li, Zilin Zhang et al. · Human Language Technologies, Volume 2 (Short Papers*236 citations · our summary*
34. **[Universal Neural Machine Translation for Extremely Low Resource Languages](https://md.research.elamur.ai/free/en/papers/gu-2018-universal-neural-machine-translation-extremely/)**Jiatao Gu, Hany Hassan, Jacob Devlin et al. · Human Language Technologies, Volume 1 (Long Papers*228 citations · our summary*
35. **[Diverse Few-Shot Text Classification with Multiple Metrics](https://md.research.elamur.ai/free/en/papers/yu-2018-diverse-few-shot-text-classification/)**Mo Yu, Xiaoxiao Guo, Jinfeng Yi et al. · Human Language Technologies, Volume 1 (Long Papers*225 citations · our summary*
36. **[Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks ↗](https://aclanthology.org/N18-2078/)**Diego Marcheggiani, Jasmijn Bastings, Ivan Titov · Human Language Technologies, Volume 2 (Short Papers*209 citations*
37. **[A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling ↗](https://aclanthology.org/N18-2050/)**Yu Wang, Yilin Shen, Hongxia Jin · Human Language Technologies, Volume 2 (Short Papers*207 citations*
38. **[Multimodal Named Entity Recognition for Short Social Media Posts ↗](https://aclanthology.org/N18-1078/)**Seungwhan Moon, Leonardo Neves, Vitor Carvalho · Human Language Technologies, Volume 1 (Long Papers*200 citations*
39. **[Unsupervised Keyphrase Extraction with Multipartite Graphs ↗](https://aclanthology.org/N18-2105/)**Florian Boudin · Human Language Technologies, Volume 2 (Short Papers*179 citations*
40. **[Comparing Automatic and Human Evaluation of Local Explanations for Text Classification](https://md.research.elamur.ai/free/en/papers/nguyen-2018-comparing-automatic-human-evaluation-local/)**Dong Nguyen · Human Language Technologies, Volume 1 (Long Papers*173 citations · our summary*
41. **[Tied Multitask Learning for Neural Speech Translation](https://md.research.elamur.ai/free/en/papers/anastasopoulos-2018-tied-multitask-learning-neural-speech/)**Antonios Anastasopoulos, David Chiang · Human Language Technologies, Volume 1 (Long Papers*171 citations · our summary*
42. **[A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications](https://md.research.elamur.ai/free/en/papers/kang-2018-dataset-peer-reviews-peerread-collection/)**Dongyeop Kang, Waleed Ammar, Bhavana Dalvi et al. · Human Language Technologies, Volume 1 (Long Papers*170 citations · our summary*
43. **[Content-Based Citation Recommendation ↗](https://aclanthology.org/N18-1022/)**Chandra Bhagavatula, Sergey Feldman, Russell Power et al. · Human Language Technologies, Volume 1 (Long Papers*163 citations*
44. **[Multi-Reward Reinforced Summarization with Saliency and Entailment](https://md.research.elamur.ai/free/en/papers/pasunuru-2018-multi-reward-reinforced-summarization-saliency/)**Ramakanth Pasunuru, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers*162 citations · our summary*
45. **[Text Segmentation as a Supervised Learning Task](https://md.research.elamur.ai/free/en/papers/koshorek-2018-text-segmentation-as-supervised-learning/)**Omri Koshorek, Adir Cohen, Noam Mor et al. · Human Language Technologies, Volume 2 (Short Papers*162 citations · our summary*
46. **[Classical Structured Prediction Losses for Sequence to Sequence Learning](https://md.research.elamur.ai/free/en/papers/edunov-2018-classical-structured-prediction-losses-sequence/)**Sergey Edunov, Myle Ott, Michael Auli et al. · Human Language Technologies, Volume 1 (Long Papers*152 citations · our summary*
47. **[Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets ↗](https://aclanthology.org/N18-1122/)**Zhen Yang, Wei Chen, Feng Wang et al. · Human Language Technologies, Volume 1 (Long Papers*150 citations*
48. **[Robust Multilingual Part-of-Speech Tagging via Adversarial Training ↗](https://aclanthology.org/N18-1089/)**Michihiro Yasunaga, Jungo Kasai, Dragomir Radev · Human Language Technologies, Volume 1 (Long Papers*149 citations*
49. **[Inducing a Lexicon of Abusive Words – a Feature-Based Approach ↗](https://aclanthology.org/N18-1095/)**Michael Wiegand, Josef Ruppenhofer, Anna Schmidt et al. · Human Language Technologies, Volume 1 (Long Papers*146 citations*
50. **[Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems](https://md.research.elamur.ai/free/en/papers/liu-2018-dialogue-learning-human-teaching-feedback/)**Bing Liu, Gokhan Tür, Dilek Hakkani-Tür et al. · Human Language Technologies, Volume 1 (Long Papers*145 citations · our summary*
51. **[Leveraging Context Information for Natural Question Generation ↗](https://aclanthology.org/N18-2090/)**Linfeng Song, Zhiguo Wang, Wael Hamza et al. · Human Language Technologies, Volume 2 (Short Papers*143 citations*
52. **[Automatic Dialogue Generation with Expressed Emotions ↗](https://aclanthology.org/N18-2008/)**Chenyang Huang, Osmar Zaïane, Amine Trabelsi et al. · Human Language Technologies, Volume 2 (Short Papers*141 citations*
53. **[Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions ↗](https://aclanthology.org/N18-1168/)**Hai Ye, Xin Jiang, Zhunchen Luo et al. · Human Language Technologies, Volume 1 (Long Papers*136 citations*
54. **[Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network ↗](https://aclanthology.org/N18-2009/)**Chenliang Li, Weiran Xu, Si Li et al. · Human Language Technologies, Volume 2 (Short Papers*134 citations*
55. **[Pivot Based Language Modeling for Improved Neural Domain Adaptation ↗](https://aclanthology.org/N18-1112/)**Yftah Ziser, Roi Reichart · Human Language Technologies, Volume 1 (Long Papers*131 citations*
56. **[Evaluating Discourse Phenomena in Neural Machine Translation ↗](https://aclanthology.org/N18-1118/)**Rachel Bawden, Rico Sennrich, Alexandra Birch et al. · Human Language Technologies, Volume 1 (Long Papers*127 citations*
57. **[Automatic Stance Detection Using End-to-End Memory Networks](https://md.research.elamur.ai/free/en/papers/mohtarami-2018-automatic-stance-detection-end-end/)**Mitra Mohtarami, Ramy Baly, James Glass et al. · Human Language Technologies, Volume 1 (Long Papers*126 citations · our summary*
58. **[Integrating Stance Detection and Fact Checking in a Unified Corpus](https://md.research.elamur.ai/free/en/papers/baly-2018-integrating-stance-detection-fact-checking/)**Ramy Baly, Mitra Mohtarami, James Glass et al. · Human Language Technologies, Volume 2 (Short Papers*126 citations · our summary*
59. **[Multinomial Adversarial Networks for Multi-Domain Text Classification ↗](https://aclanthology.org/N18-1111/)**Xilun Chen, Claire Cardie · Human Language Technologies, Volume 1 (Long Papers*122 citations*
60. **[The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants](https://md.research.elamur.ai/free/en/papers/habernal-2018-argument-reasoning-comprehension-task-identification/)**Ivan Habernal, Henning Wachsmuth, Iryna Gurevych et al. · Human Language Technologies, Volume 1 (Long Papers*121 citations · our summary*
61. **[Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/shah-2018-bootstrapping-neural-conversational-agent-dialogue/)**Pararth Shah, Dilek Hakkani-Tür, Bing Liu et al. · Human Language Technologies, Volume 3 (Industry Papers*116 citations · our summary*
62. **[Guiding Neural Machine Translation with Retrieved Translation Pieces](https://md.research.elamur.ai/free/en/papers/zhang-2018-guiding-neural-machine-translation-retrieved/)**Jingyi Zhang, Masao Utiyama, Eiichro Sumita et al. · Human Language Technologies, Volume 1 (Long Papers*115 citations · our summary*
63. **[Humor Recognition Using Deep Learning ↗](https://aclanthology.org/N18-2018/)**Peng-Yu Chen, Von-Wun Soo · Human Language Technologies, Volume 2 (Short Papers*115 citations*
64. **[Neural Text Generation in Stories Using Entity Representations as Context ↗](https://aclanthology.org/N18-1204/)**Elizabeth Clark, Yangfeng Ji, Noah A. Smith · Human Language Technologies, Volume 1 (Long Papers*115 citations*
65. **[Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models ↗](https://aclanthology.org/N18-2110/)**Sweta Karlekar, Tong Niu, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers*112 citations*
66. **[Natural Language to Structured Query Generation via Meta-Learning ↗](https://aclanthology.org/N18-2115/)**Po-Sen Huang, Chenglong Wang, Rishabh Singh et al. · Human Language Technologies, Volume 2 (Short Papers*112 citations*
67. **[VnCoreNLP: A Vietnamese Natural Language Processing Toolkit ↗](https://aclanthology.org/N18-5012/)**Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen et al. · Demonstrations*112 citations*
68. **[Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction ↗](https://aclanthology.org/N18-1057/)**Ziang Xie, Guillaume Genthial, Stanley Xie et al. · Human Language Technologies, Volume 1 (Long Papers*109 citations*
69. **[Variational Knowledge Graph Reasoning ↗](https://aclanthology.org/N18-1165/)**Wenhu Chen, Wenhan Xiong, Xifeng Yan et al. · Human Language Technologies, Volume 1 (Long Papers*108 citations*
70. **[Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks ↗](https://aclanthology.org/N18-2047/)**Salman Mohammed, Peng Shi, Jimmy Lin · Human Language Technologies, Volume 2 (Short Papers*106 citations*
71. **[Neural Models for Reasoning over Multiple Mentions Using Coreference](https://md.research.elamur.ai/free/en/papers/dhingra-2018-neural-models-reasoning-over-multiple/)**Bhuwan Dhingra, Qiao Jin, Zhilin Yang et al. · Human Language Technologies, Volume 2 (Short Papers*104 citations · our summary*
72. **[Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension ↗](https://aclanthology.org/N18-1144/)**Bhavana Dalvi, Lifu Huang, Niket Tandon et al. · Human Language Technologies, Volume 1 (Long Papers*103 citations*
73. **[DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference ↗](https://aclanthology.org/N18-1132/)**Reza Ghaeini, Sadid A. Hasan, Vivek Datla et al. · Human Language Technologies, Volume 1 (Long Papers*100 citations*
74. **[Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings ↗](https://aclanthology.org/N18-2100/)**Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah et al. · Human Language Technologies, Volume 2 (Short Papers*99 citations*
75. **[Ranking Sentences for Extractive Summarization with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/narayan-2018-ranking-sentences-extractive-summarization-reinforcement/)**Shashi Narayan, Shay B. Cohen, Mirella Lapata · Human Language Technologies, Volume 1 (Long Papers*99 citations · our summary*
76. **[Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input ↗](https://aclanthology.org/N18-1024/)**Youmna Farag, Helen Yannakoudakis, Ted Briscoe · Human Language Technologies, Volume 1 (Long Papers*98 citations*
77. **[Specialising Word Vectors for Lexical Entailment](https://md.research.elamur.ai/free/en/papers/vulic-2018-specialising-word-vectors-lexical-entailment/)**Ivan Vulić, Nikola Mrkšić · Human Language Technologies, Volume 1 (Long Papers*98 citations · our summary*
78. **[ArgumenText: Searching for Arguments in Heterogeneous Sources ↗](https://aclanthology.org/N18-5005/)**Christian Stab, Johannes Daxenberger, Chris Stahlhut et al. · Demonstrations*97 citations*
79. **[A Hierarchical Latent Structure for Variational Conversation Modeling ↗](https://aclanthology.org/N18-1162/)**Yookoon Park, Jaemin Cho, Gunhee Kim · Human Language Technologies, Volume 1 (Long Papers*96 citations*
80. **[Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings ↗](https://aclanthology.org/N18-2031/)**Joshua Coates, Danushka Bollegala · Human Language Technologies, Volume 2 (Short Papers*93 citations*
81. **[Robust Machine Comprehension Models via Adversarial Training ↗](https://aclanthology.org/N18-2091/)**Yicheng Wang, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers*93 citations*
82. **[Neural Machine Translation Decoding with Terminology Constraints](https://md.research.elamur.ai/free/en/papers/hasler-2018-neural-machine-translation-decoding-terminology/)**Eva Hasler, Adrià de Gispert, Gonzalo Iglesias et al. · Human Language Technologies, Volume 2 (Short Papers*91 citations · our summary*
83. **[Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/dalvi-2018-incremental-decoding-training-methods-simultaneous/)**Fahim Dalvi, Nadir Durrani, Hassan Sajjad et al. · Human Language Technologies, Volume 2 (Short Papers*90 citations · our summary*
84. **[Learning to Map Context-Dependent Sentences to Executable Formal Queries ↗](https://aclanthology.org/N18-1203/)**Alane Suhr, Srinivasan Iyer, Yoav Artzi · Human Language Technologies, Volume 1 (Long Papers*90 citations*
85. **[Deep Neural Models of Semantic Shift ↗](https://aclanthology.org/N18-1044/)**Alex Rosenfeld, Katrin Erk · Human Language Technologies, Volume 1 (Long Papers*89 citations*
86. **[Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection ↗](https://aclanthology.org/N18-2019/)**Jing Qian, Mai ElSherief, Elizabeth Belding et al. · Human Language Technologies, Volume 2 (Short Papers*88 citations*
87. **[ClaimRank: Detecting Check-Worthy Claims in Arabic and English ↗](https://aclanthology.org/N18-5006/)**Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño et al. · Demonstrations*83 citations*
88. **[Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types ↗](https://aclanthology.org/N18-1020/)**Hady Elsahar, Christophe Gravier, Frederique Laforest · Human Language Technologies, Volume 1 (Long Papers*83 citations*
89. **[Accurate Text-Enhanced Knowledge Graph Representation Learning ↗](https://aclanthology.org/N18-1068/)**Bo An, Bo Chen, Xianpei Han et al. · Human Language Technologies, Volume 1 (Long Papers*82 citations*
90. **[DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors ↗](https://aclanthology.org/N18-1072/)**Prodromos Kolyvakis, Alexandros Kalousis, Dimitris Kiritsis · Human Language Technologies, Volume 1 (Long Papers*82 citations*
91. **[Are All Languages Equally Hard to Language-Model?](https://md.research.elamur.ai/free/en/papers/cotterell-2018-are-all-languages-equally-hard/)**Ryan Cotterell, Sabrina J. Mielke, Jason Eisner et al. · Human Language Technologies, Volume 2 (Short Papers*80 citations · our summary*
92. **[Automated Essay Scoring in the Presence of Biased Ratings ↗](https://aclanthology.org/N18-1021/)**Evelin Amorim, Marcia Cançado, Adriano Veloso · Human Language Technologies, Volume 1 (Long Papers*80 citations*
93. **[Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/N18-2043/)**Devamanyu Hazarika, Soujanya Poria, Prateek Vij et al. · Human Language Technologies, Volume 2 (Short Papers*79 citations*
94. **[Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss ↗](https://aclanthology.org/N18-1002/)**Peng Xu, Denilson Barbosa · Human Language Technologies, Volume 1 (Long Papers*79 citations*
95. **[Supervised and Unsupervised Transfer Learning for Question Answering ↗](https://aclanthology.org/N18-1143/)**Yu-An Chung, Hung-Yi Lee, James Glass · Human Language Technologies, Volume 1 (Long Papers*77 citations*
96. **[Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change](https://md.research.elamur.ai/free/en/papers/schlechtweg-2018-diachronic-usage-relatedness-durel-framework/)**Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann · Human Language Technologies, Volume 2 (Short Papers*76 citations · our summary*
97. **[Semantic Structural Evaluation for Text Simplification](https://md.research.elamur.ai/free/en/papers/sulem-2018-semantic-structural-evaluation-text-simplification/)**Elior Sulem, Omri Abend, Ari Rappoport · Human Language Technologies, Volume 1 (Long Papers*76 citations · our summary*
98. **[Improving Lexical Choice in Neural Machine Translation ↗](https://aclanthology.org/N18-1031/)**Toan Nguyen, David Chiang · Human Language Technologies, Volume 1 (Long Papers*75 citations*
99. **[Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition ↗](https://aclanthology.org/N18-1001/)**Zhenghui Wang, Yanru Qu, Liheng Chen et al. · Human Language Technologies, Volume 1 (Long Papers*74 citations*
100. **[Learning with Latent Language ↗](https://aclanthology.org/N18-1197/)**Jacob Andreas, Dan Klein, Sergey Levine · Human Language Technologies, Volume 1 (Long Papers*74 citations*

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