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COLING 2020: all accepted papers

657 papers · page 5 of 7 · the most cited first · ← COLING 2020

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  1. Exploring the zero-shot limit of FewRel ↗Alberto Cetoli7 citations
  2. Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network ↗Chen Lyu, Weijie Liu, Ping Wang7 citations
  3. How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text ↗Chihiro Shibata, Kei Uchiumi, Daichi Mochihashi7 citations
  4. How Positive Are You: Text Style Transfer using Adaptive Style Embedding ↗Heejin Kim, Kyung-Ah Sohn7 citations
  5. Humans Meet Models on Object Naming: A New Dataset and Analysis ↗Carina Silberer, Sina Zarrieß, Matthijs Westera et al.7 citations
  6. Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning ↗Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi et al.7 citations
  7. Improving Relation Extraction with Relational Paraphrase Sentences ↗Junjie Yu, Tong Zhu, Wenliang Chen et al.7 citations
  8. Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods ↗Stefan Larson, Adrian Cheung, Anish Mahendran et al.7 citations
  9. Integrating User History into Heterogeneous Graph for Dialogue Act RecognitionDong Wang, Ziran Li, Haitao Zheng et al.7 citations · our summary
  10. Knowledge Base Embedding By Cooperative Knowledge Distillation ↗Raphaël Sourty, Jose G. Moreno, François-Paul Servant et al.7 citations
  11. Learning Efficient Task-Specific Meta-Embeddings with Word Prisms ↗Jingyi He, Kc Tsiolis, Kian Kenyon-Dean et al.7 citations
  12. Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing ↗Bo Shao, Yeyun Gong, Weizhen Qi et al.7 citations
  13. PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents ↗Ryo Fujii, Masato Mita, Kaori Abe et al.7 citations
  14. Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities ↗Rossana Cunha, Thiago Castro Ferreira, Adriana Pagano et al.7 citations
  15. SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP ↗Katsuki Chousa, Masaaki Nagata, Masaaki Nishino7 citations
  16. TIMBERT: Toponym Identifier For The Medical Domain Based on BERT ↗MohammadReza Davari, Leila Kosseim, Tien Bui7 citations
  17. The Two Shades of Dubbing in Neural Machine Translation ↗Alina Karakanta, Supratik Bhattacharya, Shravan Nayak et al.7 citations
  18. Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog System ↗Shuying Zhang, Tianyu Zhao, Tatsuya Kawahara7 citations
  19. Train Once, and Decode As You Like ↗Chao Tian, Yifei Wang, Hao Cheng et al.7 citations
  20. Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis ↗Michael Lepori7 citations
  21. A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings ↗Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya6 citations
  22. An empirical analysis of existing systems and datasets toward general simple question answering ↗Namgi Han, Goran Topic, Hiroshi Noji et al.6 citations
  23. Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing ↗Suilan Estevez-Velarde, Yoan Gutiérrez, Andres Montoyo et al.6 citations
  24. Building The First English-Brazilian Portuguese Corpus for Automatic Post-Editing ↗Felipe Almeida Costa, Thiago Castro Ferreira, Adriana Pagano et al.6 citations
  25. CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering ↗Junru Lu, Gabriele Pergola, Lin Gui et al.6 citations
  26. Contextual Argument Component Classification for Class Discussions ↗Luca Lugini, Diane Litman6 citations
  27. Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language Models ↗Yuming Zhai, Gabriel Illouz, Anne Vilnat6 citations
  28. Diverse dialogue generation with context dependent dynamic loss function ↗Ayaka Ueyama, Yoshinobu Kano6 citations
  29. Don't Invite BERT to Drink a Bottle: Modeling the Interpretation of Metonymies Using BERT and Distributional Representations ↗Paolo Pedinotti, Alessandro Lenci6 citations
  30. Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains ↗Arianna Betti, Martin Reynaert, Thijs Ossenkoppele et al.6 citations
  31. Exploiting a lexical resource for discourse connective disambiguation in German ↗Peter Bourgonje, Manfred Stede6 citations
  32. Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun et al.6 citations · our summary
  33. Handling Anomalies of Synthetic Questions in Unsupervised Question Answering ↗Giwon Hong, Junmo Kang, Doyeon Lim et al.6 citations
  34. Improving Low-Resource NMT through Relevance Based Linguistic Features Incorporation ↗Abhisek Chakrabarty, Raj Dabre, Chenchen Ding et al.6 citations
  35. Incorporating Noisy Length Constraints into Transformer with Length-aware Positional Encodings ↗Yui Oka, Katsuki Chousa, Katsuhito Sudoh et al.6 citations
  36. Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models ↗Meiqi Guo, Rebecca Hwa, Yu-Ru Lin et al.6 citations
  37. Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension ↗Xuemiao Zhang, Kun Zhou, Sirui Wang et al.6 citations
  38. Model-agnostic Methods for Text Classification with Inherent Noise ↗Kshitij Tayal, Rahul Ghosh, Vipin Kumar · Industry Track6 citations
  39. Modeling Evolution of Message Interaction for Rumor Resolution ↗Lei Chen, Zhongyu Wei, Jing Li et al.6 citations
  40. Multi-choice Relational Reasoning for Machine Reading Comprehension ↗Wuya Chen, Xiaojun Quan, Chunyu Kit et al.6 citations
  41. Noise Isn't Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models ↗Garrett Nicolai, Miikka Silfverberg6 citations
  42. Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case ↗Adam Dahlgren Lindström, Johanna Björklund, Suna Bensch et al.6 citations
  43. Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts ↗Vorakit Vorakitphan, Marco Guerini, Elena Cabrio et al.6 citations
  44. Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training ↗Haipeng Sun, Rui Wang, Kehai Chen et al.6 citations
  45. Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities ↗Hao Zhang, Jae Ro, Richard Sproat6 citations
  46. SumTitles: a Summarization Dataset with Low Extractiveness ↗Valentin Malykh, Konstantin Chernis, Ekaterina Artemova et al.6 citations
  47. Towards Privacy by Design in Learner Corpora Research: A Case of On-the-fly Pseudonymization of Swedish Learner Essays ↗Elena Volodina, Yousuf Ali Mohammed, Sandra Derbring et al.6 citations
  48. Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English ↗Gongbo Tang, Rico Sennrich, Joakim Nivre6 citations
  49. Understanding the effects of word-level linguistic annotations in under-resourced neural machine translation ↗Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez6 citations
  50. Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs ↗Jakob Smedegaard Andersen, Tom Schöner, Walid Maalej6 citations
  51. comp-syn: Perceptually Grounded Word Embeddings with Color ↗Bhargav Srinivasa Desikan, Tasker Hull, Ethan Nadler et al.6 citations
  52. A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings ↗Rana Alshaikh, Zied Bouraoui, Shelan Jeawak et al.5 citations
  53. A Straightforward Approach to Narratologically Grounded Character Identification ↗Labiba Jahan, Rahul Mittal, W. Victor Yarlott et al.5 citations
  54. A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing ↗Sanxing Chen, Aidan San, Xiaodong Liu et al.5 citations
  55. An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora ResolutionRyuto Konno, Yuichiroh Matsubayashi, Shun Kiyono et al.5 citations · our summary
  56. An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification ↗Robert Vacareanu, Marco A. Valenzuela-Escárcega, Rebecca Sharp et al.5 citations
  57. AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding ↗Yuzhang Liu, Peng Wang, Yingtai Li et al.5 citations
  58. Assessing Social License to Operate from the Public Discourse on Social Media ↗Chang Xu, Cecile Paris, Ross Sparks et al. · Industry Track5 citations
  59. Bayes-enhanced Lifelong Attention Networks for Sentiment Classification ↗Hao Wang, Shuai Wang, Sahisnu Mazumder et al.5 citations
  60. Cross-Lingual Document Retrieval with Smooth Learning ↗Jiapeng Liu, Xiao Zhang, Dan Goldwasser et al.5 citations
  61. Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls ↗Ahmed Ghanim Al-Ali, Robert Phaal, Donald Sull5 citations
  62. End to End Chinese Lexical Fusion Recognition with Sememe Knowledge ↗Yijiang Liu, Meishan Zhang, Donghong Ji5 citations
  63. Enhancing Neural Models with Vulnerability via Adversarial Attack ↗Rong Zhang, Qifei Zhou, Bo An et al.5 citations
  64. Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion Classification ↗Hikari Tanabe, Tetsuji Ogawa, Tetsunori Kobayashi et al.5 citations
  65. Generating Instructions at Different Levels of Abstraction ↗Arne Köhn, Julia Wichlacz, Álvaro Torralba et al.5 citations
  66. Grammatical error detection in transcriptions of spoken English ↗Andrew Caines, Christian Bentz, Kate Knill et al.5 citations
  67. Human or Neural Translation? ↗Shivendra Bhardwaj, David Alfonso Hermelo, Phillippe Langlais et al.5 citations
  68. Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention ↗Philipp Dufter, Martin Schmitt, Hinrich Schütze5 citations
  69. Interactive Question Clarification in Dialogue via Reinforcement Learning ↗Xiang Hu, Zujie Wen, Yafang Wang et al. · Industry Track5 citations
  70. Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection ↗Disha Jindal, Daniel Deutsch, Dan Roth5 citations
  71. Making the Best Use of Review Summary for Sentiment Analysis ↗Sen Yang, Leyang Cui, Jun Xie et al.5 citations
  72. ManyEnt: A Dataset for Few-shot Entity Typing ↗Markus Eberts, Kevin Pech, Adrian Ulges5 citations
  73. Mark-Evaluate: Assessing Language Generation using Population Estimation Methods ↗Gonçalo Mordido, Christoph Meinel5 citations
  74. Medical Knowledge-enriched Textual Entailment Framework ↗Shweta Yadav, Vishal Pallagani, Amit Sheth5 citations
  75. Morphological disambiguation from stemming data ↗Antoine Nzeyimana5 citations
  76. Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention ↗Mingda Li, Xinyue Liu, Weitong Ruan et al. · Industry Track5 citations
  77. Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations ↗Yash Kankanampati, Joseph Le Roux, Nadi Tomeh et al.5 citations
  78. NUT-RC: Noisy User-generated Text-oriented Reading Comprehension ↗Rongtao Huang, Bowei Zou, Yu Hong et al.5 citations
  79. Neural text normalization leveraging similarities of strings and sounds ↗Riku Kawamura, Tatsuya Aoki, Hidetaka Kamigaito et al.5 citations
  80. RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion ↗Hao Huang, Guodong Long, Tao Shen et al.5 citations
  81. Reasoning Requirements for Indirect Speech Act InterpretationVasanth Sarathy, Alexander Tsuetaki, Antonio Roque et al.5 citations · our summary
  82. SQL Generation via Machine Reading Comprehension ↗Zeyu Yan, Jianqiang Ma, Yang Zhang et al.5 citations
  83. Sentiment Analysis for Emotional Speech Synthesis in a News Dialogue System ↗Hiroaki Takatsu, Ryota Ando, Yoichi Matsuyama et al.5 citations
  84. Story Generation with Rich Details ↗Fangzhou Zhai, Vera Demberg, Alexander Koller5 citations
  85. To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? ↗Quynh Do, Judith Gaspers, Tobias Roeding et al.5 citations
  86. Topic-driven Ensemble for Online Advertising Generation ↗Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko et al.5 citations
  87. Towards the First Machine Translation System for Sumerian Transliterations ↗Ravneet Punia, Niko Schenk, Christian Chiarcos et al.5 citations
  88. Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling ↗Wenpeng Hu, Ran Le, Bing Liu et al.5 citations
  89. Unsupervised Deep Language and Dialect Identification for Short Texts ↗Koustava Goswami, Rajdeep Sarkar, Bharathi Raja Chakravarthi et al.5 citations
  90. A Crash Course in Automatic Grammatical Error Correction ↗Roman Grundkiewicz, Christopher Bryant, Mariano Felice · Tutorial Abstracts4 citations
  91. A Deep Generative Approach to Native Language Identification ↗Ehsan Lotfi, Ilia Markov, Walter Daelemans4 citations
  92. A Multitask Active Learning Framework for Natural Language Understanding ↗Hua Zhu, Wu Ye, Sihan Luo et al.4 citations
  93. A Representation Learning Approach to Animal Biodiversity Conservation ↗Meet Mukadam, Mandhara Jayaram, Yongfeng Zhang4 citations
  94. Building Hierarchically Disentangled Language Models for Text Generation with Named Entities ↗Yash Agarwal, Devansh Batra, Ganesh Bagler4 citations
  95. Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue ↗Baber Khalid, Malihe Alikhani, Matthew Stone4 citations
  96. Comparative Probing of Lexical Semantics Theories for Cognitive Plausibility and Technological Usefulness ↗António Branco, João António Rodrigues, Malgorzata Salawa et al.4 citations
  97. Detecting de minimis Code-Switching in Historical German Books ↗Shijia Liu, David Smith4 citations
  98. Dynamic Topic Tracker for KB-to-Text Generation ↗Zihao Fu, Lidong Bing, Wai Lam et al.4 citations
  99. Fine-grained Information Status Classification Using Discourse Context-Aware BERTYufang Hou4 citations · our summary
  100. Generalized Shortest-Paths Encoders for AMR-to-Text Generation ↗Lisa Jin, Daniel Gildea4 citations

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