---
title: "ACL 2018 — all accepted papers with summaries and citations"
description: "All 413 papers of ACL 2018 · page 1 of 5, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2018/papers/"
---
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# ACL 2018: all accepted papers

413 papers · page 1 of 5 · the most cited first · [← ACL 2018](https://md.research.elamur.ai/free/en/venues/acl/2018/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acl/2018/papers/page/2/) … [5](https://md.research.elamur.ai/free/en/venues/acl/2018/papers/page/5/) [next →](https://md.research.elamur.ai/free/en/venues/acl/2018/papers/page/2/)

1. **[Universal Language Model Fine-tuning for Text Classification ↗](https://aclanthology.org/P18-1031/)**Jeremy Howard, Sebastian Ruder · Long Papers*3,882 citations*
2. **[Know What You Don't Know: Unanswerable Questions for SQuAD](https://md.research.elamur.ai/free/en/papers/rajpurkar-2018-know-what-you-don-t/)**Pranav Rajpurkar, Robin Jia, Percy Liang · Short Papers*2,197 citations · our summary*
3. **[Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning](https://md.research.elamur.ai/free/en/papers/sharma-2018-conceptual-captions-cleaned-hypernymed-image/)**Piyush Sharma, Nan Ding, Sebastian Goodman et al. · Long Papers*1,804 citations · our summary*
4. **[Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph](https://md.research.elamur.ai/free/en/papers/zadeh-2018-multimodal-language-analysis-wild-cmu/)**AmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria et al. · Long Papers*1,342 citations · our summary*
5. **[Hierarchical Neural Story Generation ↗](https://aclanthology.org/P18-1082/)**Angela Fan, Mike Lewis, Yann Dauphin · Long Papers*1,215 citations*
6. **[Personalizing Dialogue Agents: I have a dog, do you have pets too?](https://md.research.elamur.ai/free/en/papers/zhang-2018-personalizing-dialogue-agents-i-have/)**Saizheng Zhang, Emily Dinan, Jack Urbanek et al. · Long Papers*1,153 citations · our summary*
7. **[Efficient Low-rank Multimodal Fusion With Modality-Specific Factors](https://md.research.elamur.ai/free/en/papers/liu-2018-efficient-low-rank-multimodal-fusion/)**Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan et al. · Long Papers*1,096 citations · our summary*
8. **[Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates](https://md.research.elamur.ai/free/en/papers/kudo-2018-subword-regularization-improving-neural-network/)**Taku Kudo · Long Papers*1,000 citations · our summary*
9. **[HotFlip: White-Box Adversarial Examples for Text Classification](https://md.research.elamur.ai/free/en/papers/ebrahimi-2018-hotflip-white-box-adversarial-examples/)**Javid Ebrahimi, Anyi Rao, Daniel Lowd et al. · Short Papers*922 citations · our summary*
10. **[Chinese NER Using Lattice LSTM](https://md.research.elamur.ai/free/en/papers/zhang-2018-chinese-ner-lattice-lstm/)**Yue Zhang, Jie Yang · Long Papers*878 citations · our summary*
11. **[A Stylometric Inquiry into Hyperpartisan and Fake News](https://md.research.elamur.ai/free/en/papers/potthast-2018-stylometric-inquiry-into-hyperpartisan-fake/)**Martin Potthast, Johannes Kiesel, Kevin Reinartz et al. · Long Papers*686 citations · our summary*
12. **[Aspect Based Sentiment Analysis with Gated Convolutional Networks ↗](https://aclanthology.org/P18-1234/)**Wei Xue, Tao Li · Long Papers*634 citations*
13. **[Rumor Detection on Twitter with Tree-structured Recursive Neural Networks](https://md.research.elamur.ai/free/en/papers/ma-2018-rumor-detection-twitter-tree-structured/)**Jing Ma, Wei Gao, Kam-Fai Wong · Long Papers*634 citations · our summary*
14. **[Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words](https://md.research.elamur.ai/free/en/papers/mohammad-2018-obtaining-reliable-human-ratings-valence/)**Saif Mohammad · Long Papers*613 citations · our summary*
15. **[Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting](https://md.research.elamur.ai/free/en/papers/chen-2018-fast-abstractive-summarization-reinforce-selected/)**Yen-Chun Chen, Mohit Bansal · Long Papers*595 citations · our summary*
16. **[What you can cram into a single \$&!\#* vector: Probing sentence embeddings for linguistic properties](https://md.research.elamur.ai/free/en/papers/conneau-2018-what-you-can-cram-into/)**Alexis Conneau, German Kruszewski, Guillaume Lample et al. · Long Papers*582 citations · our summary*
17. **[A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings](https://md.research.elamur.ai/free/en/papers/artetxe-2018-vecmap-unsupervised/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre · Long Papers*555 citations · our summary*
18. **[Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism](https://md.research.elamur.ai/free/en/papers/zeng-2018-extracting-relational-facts-end-end/)**Xiangrong Zeng, Daojian Zeng, Shizhu He et al. · Long Papers*519 citations · our summary*
19. **[Transformation Networks for Target-Oriented Sentiment Classification](https://md.research.elamur.ai/free/en/papers/li-2018-transformation-networks-target-oriented-sentiment/)**Xin Li, Lidong Bing, Wai Lam et al. · Long Papers*513 citations · our summary*
20. **[Constituency Parsing with a Self-Attentive Encoder](https://md.research.elamur.ai/free/en/papers/kitaev-2018-constituency-parsing-self-attentive-encoder/)**Nikita Kitaev, Dan Klein · Long Papers*476 citations · our summary*
21. **[Analogical Reasoning on Chinese Morphological and Semantic Relations ↗](https://aclanthology.org/P18-2023/)**Shen Li, Zhe Zhao, Renfen Hu et al. · Short Papers*438 citations*
22. **[Semantically Equivalent Adversarial Rules for Debugging NLP models ↗](https://aclanthology.org/P18-1079/)**Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin · Long Papers*432 citations*
23. **[On the Automatic Generation of Medical Imaging Reports](https://md.research.elamur.ai/free/en/papers/jing-2018-automatic-generation-medical-imaging-reports/)**Baoyu Jing, Pengtao Xie, Eric Xing · Long Papers*420 citations · our summary*
24. **[The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/chen-2018-best-both-worlds-combining-recent/)**Mia Xu Chen, Orhan Firat, Ankur Bapna et al. · Long Papers*418 citations · our summary*
25. **[Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction](https://md.research.elamur.ai/free/en/papers/xu-2018-double-embeddings-cnn-based-sequence/)**Hu Xu, Bing Liu, Lei Shu et al. · Short Papers*414 citations · our summary*
26. **[Stock Movement Prediction from Tweets and Historical Prices ↗](https://aclanthology.org/P18-1183/)**Yumo Xu, Shay B. Cohen · Long Papers*407 citations*
27. **[Joint Embedding of Words and Labels for Text Classification](https://md.research.elamur.ai/free/en/papers/wang-2018-joint-embedding-words-labels-text/)**Guoyin Wang, Chunyuan Li, Wenlin Wang et al. · Long Papers*405 citations · our summary*
28. **[Simple and Effective Multi-Paragraph Reading Comprehension](https://md.research.elamur.ai/free/en/papers/clark-2017-simple-effective-multi-paragraph-reading/)**Christopher Clark, Matt Gardner · Long Papers*396 citations · our summary*
29. **[Coarse-to-Fine Decoding for Neural Semantic Parsing ↗](https://aclanthology.org/P18-1068/)**Li Dong, Mirella Lapata · Long Papers*374 citations*
30. **[Graph-to-Sequence Learning using Gated Graph Neural Networks](https://md.research.elamur.ai/free/en/papers/beck-2018-graph-sequence-learning-gated-graph/)**Daniel Beck, Gholamreza Haffari, Trevor Cohn · Long Papers*371 citations · our summary*
31. **[The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing ↗](https://aclanthology.org/P18-1128/)**Rotem Dror, Gili Baumer, Segev Shlomov et al. · Long Papers*364 citations*
32. **[Neural Document Summarization by Jointly Learning to Score and Select Sentences](https://md.research.elamur.ai/free/en/papers/zhou-2018-neural-document-summarization-jointly-learning/)**Qingyu Zhou, Nan Yang, Furu Wei et al. · Long Papers*344 citations · our summary*
33. **[Style Transfer Through Back-Translation](https://md.research.elamur.ai/free/en/papers/prabhumoye-2018-style-transfer-through-back-translation/)**Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov et al. · Long Papers*342 citations · our summary*
34. **[Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network](https://md.research.elamur.ai/free/en/papers/zhou-2018-multi-turn-response-selection-chatbots/)**Xiangyang Zhou, Lu Li, Daxiang Dong et al. · Long Papers*328 citations · our summary*
35. **[Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures](https://md.research.elamur.ai/free/en/papers/lei-2018-sequicity-simplifying-task-oriented-dialogue/)**Wenqiang Lei, Xisen Jin, Min-Yen Kan et al. · Long Papers*320 citations · our summary*
36. **[ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations](https://md.research.elamur.ai/free/en/papers/wieting-2018-paranmt-50m-pushing-limits-paraphrastic/)**John Wieting, Kevin Gimpel · Long Papers*317 citations · our summary*
37. **[Breaking NLI Systems with Sentences that Require Simple Lexical Inferences](https://md.research.elamur.ai/free/en/papers/glockner-2018-breaking-nli-systems-sentences-that/)**Max Glockner, Vered Shwartz, Yoav Goldberg · Short Papers*315 citations · our summary*
38. **[Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms](https://md.research.elamur.ai/free/en/papers/shen-2018-baseline-needs-more-love-simple/)**Dinghan Shen, Guoyin Wang, Wenlin Wang et al. · Long Papers*313 citations · our summary*
39. **[Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems](https://md.research.elamur.ai/free/en/papers/madotto-2018-mem2seq-effectively-incorporating-knowledge-bases/)**Andrea Madotto, Chien-Sheng Wu, Pascale Fung · Long Papers*302 citations · our summary*
40. **[Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context ↗](https://aclanthology.org/P18-1027/)**Urvashi Khandelwal, He He, Peng Qi et al. · Long Papers*300 citations*
41. **[Visual Attention Model for Name Tagging in Multimodal Social Media](https://md.research.elamur.ai/free/en/papers/lu-2018-visual-attention-model-name-tagging/)**Di Lu, Leonardo Neves, Vitor Carvalho et al. · Long Papers*298 citations · our summary*
42. **[Context-Aware Neural Machine Translation Learns Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/voita-2018-context-aware-neural-machine-translation/)**Elena Voita, Pavel Serdyukov, Rico Sennrich et al. · Long Papers*279 citations · our summary*
43. **[On the Limitations of Unsupervised Bilingual Dictionary Induction](https://md.research.elamur.ai/free/en/papers/sogaard-2018-limitations-unsupervised-bilingual-dictionary-induction/)**Anders Søgaard, Sebastian Ruder, Ivan Vulić · Long Papers*254 citations · our summary*
44. **[Neural Natural Language Inference Models Enhanced with External Knowledge](https://md.research.elamur.ai/free/en/papers/chen-2018-neural-natural-language-inference-models/)**Qian Chen, Xiaodan Zhu, Zhen-Hua Ling et al. · Long Papers*253 citations · our summary*
45. **[A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss](https://md.research.elamur.ai/free/en/papers/hsu-2018-unified-model-extractive-abstractive-summarization/)**Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee et al. · Long Papers*252 citations · our summary*
46. **[Sentence-State LSTM for Text Representation ↗](https://aclanthology.org/P18-1030/)**Yue Zhang, Qi Liu, Linfeng Song · Long Papers*239 citations*
47. **[Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/qin-2018-robust-distant-supervision-relation-extraction/)**Pengda Qin, Weiran Xu, William Yang Wang · Long Papers*236 citations · our summary*
48. **[Improving Entity Linking by Modeling Latent Relations between Mentions ↗](https://aclanthology.org/P18-1148/)**Phong Le, Ivan Titov · Long Papers*224 citations*
49. **[On the Practical Computational Power of Finite Precision RNNs for Language Recognition](https://md.research.elamur.ai/free/en/papers/weiss-2018-practical-computational-power-finite-precision/)**Gail Weiss, Yoav Goldberg, Eran Yahav · Short Papers*217 citations · our summary*
50. **[Exploiting Document Knowledge for Aspect-level Sentiment Classification ↗](https://aclanthology.org/P18-2092/)**Ruidan He, Wee Sun Lee, Hwee Tou Ng et al. · Short Papers*215 citations*
51. **[A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature](https://md.research.elamur.ai/free/en/papers/nye-2018-corpus-multi-level-annotations-patients/)**Benjamin Nye, Junyi Jessy Li, Roma Patel et al. · Long Papers*213 citations · our summary*
52. **[A Graph-to-Sequence Model for AMR-to-Text Generation](https://md.research.elamur.ai/free/en/papers/song-2018-graph-sequence-model-amr-text/)**Linfeng Song, Yue Zhang, Zhiguo Wang et al. · Long Papers*212 citations · our summary*
53. **[Global-Locally Self-Attentive Encoder for Dialogue State Tracking ↗](https://aclanthology.org/P18-1135/)**Victor Zhong, Caiming Xiong, Richard Socher · Long Papers*209 citations*
54. **[Improving Text-to-SQL Evaluation Methodology](https://md.research.elamur.ai/free/en/papers/dollak-2018-improving-text-sql-evaluation-methodology/)**Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang et al. · Long Papers*208 citations · our summary*
55. **[MojiTalk: Generating Emotional Responses at Scale ↗](https://aclanthology.org/P18-1104/)**Xianda Zhou, William Yang Wang · Long Papers*203 citations*
56. **[Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization](https://md.research.elamur.ai/free/en/papers/cao-2018-retrieve-rerank-rewrite-soft-template/)**Ziqiang Cao, Wenjie Li, Sujian Li et al. · Long Papers*198 citations · our summary*
57. **[Ultra-Fine Entity Typing ↗](https://aclanthology.org/P18-1009/)**Eunsol Choi, Omer Levy, Yejin Choi et al. · Long Papers*198 citations*
58. **[Stochastic Answer Networks for Machine Reading Comprehension ↗](https://aclanthology.org/P18-1157/)**Xiaodong Liu, Yelong Shen, Kevin Duh et al. · Long Papers*197 citations*
59. **[Task-oriented Dialogue System for Automatic Diagnosis](https://md.research.elamur.ai/free/en/papers/wei-2018-task-oriented-dialogue-system-automatic/)**Zhongyu Wei, Qianlong Liu, Baolin Peng et al. · Short Papers*193 citations · our summary*
60. **[Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/mihaylov-2018-knowledgeable-reader-enhancing-cloze-style/)**Todor Mihaylov, Anette Frank · Long Papers*192 citations · our summary*
61. **[Reasoning with Sarcasm by Reading In-Between](https://md.research.elamur.ai/free/en/papers/tay-2018-reasoning-sarcasm-reading-between/)**Yi Tay, Anh Tuan Luu, Siu Cheung Hui et al. · Long Papers*192 citations · our summary*
62. **[Learning to Write with Cooperative Discriminators](https://md.research.elamur.ai/free/en/papers/holtzman-2018-learning-write-cooperative-discriminators/)**Ari Holtzman, Jan Buys, Maxwell Forbes et al. · Long Papers*186 citations · our summary*
63. **[Zero-Shot Transfer Learning for Event Extraction](https://md.research.elamur.ai/free/en/papers/huang-2018-zero-shot-transfer-learning-event/)**Lifu Huang, Heng Ji, Kyunghyun Cho et al. · Long Papers*185 citations · our summary*
64. **[Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ↗](https://aclanthology.org/P18-1203/)**Baolin Peng, Xiujun Li, Jianfeng Gao et al. · Long Papers*184 citations*
65. **[Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach](https://md.research.elamur.ai/free/en/papers/xu-2018-unpaired-sentiment-sentiment-translation-cycled/)**Jingjing Xu, Xu Sun, Qi Zeng et al. · Long Papers*183 citations · our summary*
66. **[Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/he-2018-jointly-predicting-predicates-arguments-neural/)**Luheng He, Kenton Lee, Omer Levy et al. · Short Papers*181 citations · our summary*
67. **[DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ↗](https://aclanthology.org/P18-4009/)**Hang Yang, Yubo Chen, Kang Liu et al.*179 citations*
68. **[Target-Sensitive Memory Networks for Aspect Sentiment Classification ↗](https://aclanthology.org/P18-1088/)**Shuai Wang, Sahisnu Mazumder, Bing Liu et al. · Long Papers*179 citations*
69. **[Conversations Gone Awry: Detecting Early Signs of Conversational Failure](https://md.research.elamur.ai/free/en/papers/zhang-2018-conversations-gone-awry-detecting-early/)**Justine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil et al. · Long Papers*175 citations · our summary*
70. **[NCRF++: An Open-source Neural Sequence Labeling Toolkit](https://md.research.elamur.ai/free/en/papers/yang-2018-ncrf-open-source-neural-sequence/)**Jie Yang, Yue Zhang*175 citations · our summary*
71. **[Semi-supervised User Geolocation via Graph Convolutional Networks ↗](https://aclanthology.org/P18-1187/)**Afshin Rahimi, Trevor Cohn, Timothy Baldwin · Long Papers*174 citations*
72. **[Event2Mind: Commonsense Inference on Events, Intents, and Reactions ↗](https://aclanthology.org/P18-1043/)**Hannah Rashkin, Maarten Sap, Emily Allaway et al. · Long Papers*169 citations*
73. **[Towards Robust Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/cheng-2018-robust-neural-machine-translation/)**Yong Cheng, Zhaopeng Tu, Fandong Meng et al. · Long Papers*169 citations · our summary*
74. **[Strong Baselines for Neural Semi-Supervised Learning under Domain Shift](https://md.research.elamur.ai/free/en/papers/ruder-2018-strong-baselines-neural-semi-supervised/)**Sebastian Ruder, Barbara Plank · Long Papers*165 citations · our summary*
75. **[Harvesting Paragraph-level Question-Answer Pairs from Wikipedia](https://md.research.elamur.ai/free/en/papers/du-2018-harvesting-paragraph-level-question-answer/)**Xinya Du, Claire Cardie · Long Papers*163 citations · our summary*
76. **[Knowledge Diffusion for Neural Dialogue Generation ↗](https://aclanthology.org/P18-1138/)**Shuman Liu, Hongshen Chen, Zhaochun Ren et al. · Long Papers*163 citations*
77. **[A Multi-Axis Annotation Scheme for Event Temporal Relations ↗](https://aclanthology.org/P18-1122/)**Qiang Ning, Hao Wu, Dan Roth · Long Papers*161 citations*
78. **[No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ↗](https://aclanthology.org/P18-1083/)**Xin Wang, Wenhu Chen, Yuan-Fang Wang et al. · Long Papers*161 citations*
79. **[Simpler but More Accurate Semantic Dependency Parsing](https://md.research.elamur.ai/free/en/papers/dozat-2018-simpler-but-more-accurate-semantic/)**Timothy Dozat, Christopher D. Manning · Short Papers*159 citations · our summary*
80. **[DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ↗](https://aclanthology.org/P18-1046/)**Pengda Qin, Weiran Xu, William Yang Wang · Long Papers*158 citations*
81. **[Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment ↗](https://aclanthology.org/P18-1207/)**Yue Gu, Kangning Yang, Shiyu Fu et al. · Long Papers*158 citations*
82. **[Probabilistic FastText for Multi-Sense Word Embeddings ↗](https://aclanthology.org/P18-1001/)**Ben Athiwaratkun, Andrew Wilson, Anima Anandkumar · Long Papers*158 citations*
83. **[DeepPavlov: Open-Source Library for Dialogue Systems ↗](https://aclanthology.org/P18-4021/)**Mikhail Burtsev, Alexander Seliverstov, Rafael Airapetyan et al.*157 citations*
84. **[Document Context Neural Machine Translation with Memory Networks](https://md.research.elamur.ai/free/en/papers/maruf-2018-document-context-neural-machine-translation/)**Sameen Maruf, Gholamreza Haffari · Long Papers*156 citations · our summary*
85. **[Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ↗](https://aclanthology.org/P18-1255/)**Sudha Rao, Hal Daumé III · Long Papers*152 citations*
86. **[Towards Robust and Privacy-preserving Text Representations](https://md.research.elamur.ai/free/en/papers/li-2018-robust-privacy-preserving-text-representations/)**Yitong Li, Timothy Baldwin, Trevor Cohn · Short Papers*152 citations · our summary*
87. **[Did the Model Understand the Question?](https://md.research.elamur.ai/free/en/papers/mudrakarta-2018-did-model-understand-question/)**Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan et al. · Long Papers*151 citations · our summary*
88. **[Efficient and Robust Question Answering from Minimal Context over Documents](https://md.research.elamur.ai/free/en/papers/min-2018-efficient-robust-question-answering-minimal/)**Sewon Min, Victor Zhong, Richard Socher et al. · Long Papers*145 citations · our summary*
89. **[Global Encoding for Abstractive Summarization ↗](https://aclanthology.org/P18-2027/)**Junyang Lin, Xu Sun, Shuming Ma et al. · Short Papers*144 citations*
90. **[Joint Reasoning for Temporal and Causal Relations ↗](https://aclanthology.org/P18-1212/)**Qiang Ning, Zhili Feng, Hao Wu et al. · Long Papers*144 citations*
91. **[Denoising Distantly Supervised Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/lin-2018-denoising-distantly-supervised-open-domain/)**Yankai Lin, Haozhe Ji, Zhiyuan Liu et al. · Long Papers*142 citations · our summary*
92. **[Syntax for Semantic Role Labeling, To Be, Or Not To Be](https://md.research.elamur.ai/free/en/papers/he-2018-syntax-semantic-role-labeling-be/)**Shexia He, Zuchao Li, Hai Zhao et al. · Long Papers*139 citations · our summary*
93. **[Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ↗](https://aclanthology.org/P18-1101/)**Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi · Long Papers*139 citations*
94. **[An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking](https://md.research.elamur.ai/free/en/papers/xu-2018-end-end-approach-handling-unknown/)**Puyang Xu, Qi Hu · Long Papers*137 citations · our summary*
95. **[LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better](https://md.research.elamur.ai/free/en/papers/kuncoro-2018-lstms-can-learn-syntax-sensitive/)**Adhiguna Kuncoro, Chris Dyer, John Hale et al. · Long Papers*137 citations · our summary*
96. **[Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing](https://md.research.elamur.ai/free/en/papers/ramadan-2018-large-scale-multi-domain-belief/)**Osman Ramadan, Paweł Budzianowski, Milica Gašić · Short Papers*136 citations · our summary*
97. **[Finding syntax in human encephalography with beam search ↗](https://aclanthology.org/P18-1254/)**John Hale, Chris Dyer, Adhiguna Kuncoro et al. · Long Papers*135 citations*
98. **[Neural Open Information Extraction](https://md.research.elamur.ai/free/en/papers/cui-2018-neural-open-information-extraction/)**Lei Cui, Furu Wei, Ming Zhou · Short Papers*133 citations · our summary*
99. **[Word Error Rate Estimation for Speech Recognition: e-WER ↗](https://aclanthology.org/P18-2004/)**Ahmed Ali, Steve Renals · Short Papers*132 citations*
100. **[Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ↗](https://aclanthology.org/P18-1064/)**Han Guo, Ramakanth Pasunuru, Mohit Bansal · Long Papers*129 citations*

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