COLING 2020: all accepted papers
- Attention Transfer Network for Aspect-level Sentiment Classification ↗Fei Zhao, Zhen Wu, Xinyu Dai19 citations
- Embeddings in Natural Language Processing ↗Jose Camacho-Collados, Mohammad Taher Pilehvar · Tutorial Abstracts19 citations
- Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation ↗Zhongfen Deng, Hao Peng, Congying Xia et al.19 citations
- Improving Document-Level Sentiment Analysis with User and Product Context ↗Chenyang Lyu, Jennifer Foster, Yvette Graham19 citations
- Integrating Domain Terminology into Neural Machine Translation ↗Elise Michon, Josep Crego, Jean Senellart19 citations
- Multilingual Neural RST Discourse ParsingZhengyuan Liu, Ke Shi, Nancy Chen19 citations · our summary
- Ask to Learn: A Study on Curiosity-driven Question Generation ↗Thomas Scialom, Jacopo Staiano18 citations
- Augmenting NLP models using Latent Feature Interpolations ↗Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar et al.18 citations
- Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need ↗Shounak Paul, Pawan Goyal, Saptarshi Ghosh18 citations
- Joint Event Extraction with Hierarchical Policy Network ↗Peixin Huang, Xiang Zhao, Ryuichi Takanobu et al.18 citations
- QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin et al.18 citations · our summary
- Second-Order Unsupervised Neural Dependency Parsing ↗Songlin Yang, Yong Jiang, Wenjuan Han et al.18 citations
- Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge Graph ↗Jiseong Kim, Key-sun Choi18 citations
- Few-shot Pseudo-Labeling for Intent Detection ↗Thomas Dopierre, Christophe Gravier, Julien Subercaze et al.17 citations
- Heterogeneous Recycle Generation for Chinese Grammatical Error Correction ↗Charles Hinson, Hen-Hsen Huang, Hsin-Hsi Chen17 citations
- Intrinsic Quality Assessment of Arguments ↗Henning Wachsmuth, Till Werner17 citations
- Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs ↗Zikang Wang, Linjing Li, Daniel Zeng17 citations
- Lost in Back-Translation: Emotion Preservation in Neural Machine Translation ↗Enrica Troiano, Roman Klinger, Sebastian Padó17 citations
- MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources ↗Farhad Akhbardeh, Travis Desell, Marcos Zampieri · System Demonstrations17 citations
- Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic ConvolutionsJingye Li, Hao Fei, Donghong Ji17 citations · our summary
- Speaker-change Aware CRF for Dialogue Act ClassificationGuokan Shang, Antoine Tixier, Michalis Vazirgiannis et al.17 citations · our summary
- A Corpus for Argumentative Writing Support in German ↗Thiemo Wambsganss, Christina Niklaus, Matthias Söllner et al.16 citations
- An analysis of language models for metaphor recognition ↗Arthur Neidlein, Philip Wiesenbach, Katja Markert16 citations
- Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets ↗Reem Suwaileh, Muhammad Imran, Tamer Elsayed et al.16 citations
- Conversational Machine Comprehension: a Literature Review ↗Somil Gupta, Bhanu Pratap Singh Rawat, Hong Yu16 citations
- Fact vs. Opinion: the Role of Argumentation Features in News Classification ↗Tariq Alhindi, Smaranda Muresan, Daniel Preotiuc-Pietro16 citations
- French Biomedical Text Simplification: When Small and Precise Helps ↗Rémi Cardon, Natalia Grabar16 citations
- Knowledge Graph Embeddings in Geometric Algebras ↗Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen et al.16 citations
- Multitask Learning-Based Neural Bridging Reference ResolutionJuntao Yu, Massimo Poesio16 citations · our summary
- Syllable-based Neural Thai Word Segmentation ↗Pattarawat Chormai, Ponrawee Prasertsom, Jin Cheevaprawatdomrong et al.16 citations
- ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction ↗Erxin Yu, Wenjuan Han, Yuan Tian et al.16 citations
- A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI ↗Angus Addlesee, Yanchao Yu, Arash Eshghi15 citations
- Auto-Encoding Variational Bayes for Inferring Topics and Visualization ↗Dang Pham, Tuan Le15 citations
- ContraCAT: Contrastive Coreference Analytical Templates for Machine Translation ↗Dario Stojanovski, Benno Krojer, Denis Peskov et al.15 citations
- Controllable Abstractive Sentence Summarization with Guiding Entities ↗Changmeng Zheng, Yi Cai, Guanjie Zhang et al.15 citations
- Data Augmentation for Multiclass Utterance Classification – A Systematic Study ↗Binxia Xu, Siyuan Qiu, Jie Zhang et al.15 citations
- Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages ↗Efsun Sarioglu Kayi, Linyong Nan, Bohan Qu et al.15 citations
- Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News ↗Maike Guderlei, Matthias Aßenmacher15 citations
- Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionShaoru Guo, Yong Guan, Ru Li et al.15 citations · our summary
- Learning with Contrastive Examples for Data-to-Text Generation ↗Yui Uehara, Tatsuya Ishigaki, Kasumi Aoki et al.15 citations
- SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers ↗Santosh T.Y.S.S, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick et al.15 citations
- hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text Normalization ↗Piyush Makhija, Ankit Kumar, Anuj Gupta · Industry Track15 citations
- Author's Sentiment Prediction ↗Mohaddeseh Bastan, Mahnaz Koupaee, Youngseo Son et al.14 citations
- Autoregressive Reasoning over Chains of Facts with Transformers ↗Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens14 citations
- DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool ↗Ernie Chang, Jeriah Caplinger, Alex Marin et al. · System Demonstrations14 citations
- Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems ↗Shailza Jolly, Tobias Falke, Caglar Tirkaz et al. · Industry Track14 citations
- Domain Transfer based Data Augmentation for Neural Query Translation ↗Liang Yao, Baosong Yang, Haibo Zhang et al.14 citations
- Dual Attention Model for Citation Recommendation ↗Yang Zhang, Qiang Ma14 citations
- Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT ↗Ruifeng Yuan, Zili Wang, Wenjie Li14 citations
- GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion ↗Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal et al.14 citations
- Identifying Annotator Bias: A new IRT-based method for bias identification ↗Jacopo Amidei, Paul Piwek, Alistair Willis14 citations
- Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation ↗Ruizhe Li, Xiao Li, Guanyi Chen et al.14 citations
- Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning ↗Chunpu Xu, Yu Li, Chengming Li et al.14 citations
- Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances ↗Tobias Falke, Markus Boese, Daniil Sorokin et al. · Industry Track14 citations
- Mining Crowdsourcing Problems from Discussion Forums of Workers ↗Zahra Nouri, Henning Wachsmuth, Gregor Engels14 citations
- Multilingual Irony Detection with Dependency Syntax and Neural ModelsAlessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti et al.14 citations · our summary
- Personalized Multimodal Feedback Generation in Education ↗Haochen Liu, Zitao Liu, Zhongqin Wu et al.14 citations
- Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches ↗Sidney Evaldo Leal, João Marcos Munguba Vieira, Erica dos Santos Rodrigues et al.14 citations
- A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation ↗Wenqing Chen, Jidong Tian, Liqiang Xiao et al.13 citations
- Analogy Models for Neural Word Inflection ↗Ling Liu, Mans Hulden13 citations
- Arabizi Language Models for Sentiment Analysis ↗Gaétan Baert, Souhir Gahbiche, Guillaume Gadek et al.13 citations
- Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations ↗Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos et al.13 citations
- Context in Informational Bias Detection ↗Esther van den Berg, Katja Markert13 citations
- Do Word Embeddings Capture Spelling Variation? ↗Dong Nguyen, Jack Grieve13 citations
- Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution ↗David Q. Sun, Hadas Kotek, Christopher Klein et al.13 citations
- Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation ↗Shuhao Gu, Yang Feng13 citations
- Language Model Transformers as Evaluators for Open-domain Dialogues ↗Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck13 citations
- Language-Driven Region Pointer Advancement for Controllable Image Captioning ↗Annika Lindh, Robert Ross, John Kelleher13 citations
- Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics ↗Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq et al.13 citations
- Multilingual Neural Machine Translation ↗Raj Dabre, Chenhui Chu, Anoop Kunchukuttan · Tutorial Abstracts13 citations
- Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis ↗Michael Lepori, R. Thomas McCoy13 citations
- Probing Multilingual BERT for Genetic and Typological Signals ↗Taraka Rama, Lisa Beinborn, Steffen Eger13 citations
- Regularized Graph Convolutional Networks for Short Text Classification ↗Kshitij Tayal, Nikhil Rao, Saurabh Agarwal et al. · Industry Track13 citations
- SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction ↗Ryoma Yoshimura, Masahiro Kaneko, Tomoyuki Kajiwara et al.13 citations
- Sentence Matching with Syntax- and Semantics-Aware BERT ↗Tao Liu, Xin Wang, Chengguo Lv et al.13 citations
- A Graph Representation of Semi-structured Data for Web Question Answering ↗Xingyao Zhang, Linjun Shou, Jian Pei et al.12 citations
- At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization ↗Qingyu Zhou, Furu Wei, Ming Zhou12 citations
- CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation ↗Jungjun Kim, Hanbin Ko, Jialin Wu12 citations
- Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations ↗Simone Conia, Roberto Navigli12 citations
- Context Dependent Semantic Parsing: A Survey ↗Zhuang Li, Lizhen Qu, Gholamreza Haffari12 citations
- Creation of Corpus and analysis in Code-Mixed Kannada-English Twitter data for Emotion Prediction ↗Abhinav Reddy Appidi, Vamshi Krishna Srirangam, Darsi Suhas et al.12 citations
- Diverse Keyphrase Generation with Neural Unlikelihood Training ↗Hareesh Bahuleyan, Layla El Asri12 citations
- Exploring End-to-End Differentiable Natural Logic Modeling ↗Yufei Feng, Zi'ou Zheng, Quan Liu et al.12 citations
- Exploring the Value of Personalized Word Embeddings ↗Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas et al.12 citations
- Filtering Back-Translated Data in Unsupervised Neural Machine Translation ↗Jyotsana Khatri, Pushpak Bhattacharyya12 citations
- HOLMS: Alternative Summary Evaluation with Large Language Models ↗Yassine Mrabet, Dina Demner-Fushman12 citations
- How Relevant Are Selectional Preferences for Transformer-based Language Models? ↗Eleni Metheniti, Tim Van de Cruys, Nabil Hathout12 citations
- Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths ↗Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi et al.12 citations
- NYTWIT: A Dataset of Novel Words in the New York Times ↗Yuval Pinter, Cassandra L. Jacobs, Max Bittker12 citations
- Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization ↗Dongyub Lee, Myeong Cheol Shin, Taesun Whang et al.12 citations
- Studying Taxonomy Enrichment on Diachronic WordNet Versions ↗Irina Nikishina, Varvara Logacheva, Alexander Panchenko et al.12 citations
- TWEETSUM: Event oriented Social Summarization Dataset ↗Ruifang He, Liangliang Zhao, Huanyu Liu12 citations
- Understanding Translationese in Multi-view Embedding Spaces ↗Koel Dutta Chowdhury, Cristina España-Bonet, Josef van Genabith12 citations
- Unsupervised Fine-tuning for Text Clustering ↗Shaohan Huang, Furu Wei, Lei Cui et al.12 citations
- VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks ↗Caren Han, Siqu Long, Siwen Luo et al.12 citations
- Ve'rdd. Narrowing the Gap between Paper Dictionaries, Low-Resource NLP and Community Involvement ↗Khalid Alnajjar, Mika Hämäläinen, Jack Rueter et al. · System Demonstrations12 citations
- A Human Evaluation of AMR-to-English Generation SystemsEmma Manning, Shira Wein, Nathan Schneider11 citations · our summary
- A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning ↗Mingtong Liu, Erguang Yang, Deyi Xiong et al.11 citations
- A Sentence Cloze Dataset for Chinese Machine Reading Comprehension ↗Yiming Cui, Ting Liu, Ziqing Yang et al.11 citations
- An Analysis of Dataset Overlap on Winograd-Style Tasks ↗Ali Emami, Kaheer Suleman, Adam Trischler et al.11 citations
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