NLPExplorer

Approach

Representation Learning

Total Paper Mentions:- 1072

First ACL Paper:- 1984

Latest ACL Paper:- 2020

Ivan Vulić

Associated works : 29

Hinrich Schütze

Associated works : 24

Anna Korhonen

Associated works : 22

Roi Reichart

Associated works : 18

Zhiyuan Liu

Associated works : 16

Maosong Sun

Associated works : 16

Ting Liu

Associated works : 13

Wenpeng Yin

Associated works : 12

Noah A. Smith

Associated works : 10

Yue Zhang

Associated works : 10

William Yang Wang

Associated works : 10

Jacob Eisenstein

Associated works : 10

Ming Zhou

Associated works : 9

Graham Neubig

Associated works : 9

Dinghan Shen

Associated works : 9

Lawrence Carin

Associated works : 8

Nikola Mrkšić

Associated works : 8

Ruslan Salakhutdinov

Associated works : 8

Thien Huu Nguyen

Associated works : 8

Jianfeng Gao

Associated works : 7

Yonatan Belinkov

Associated works : 7

Yuhong Guo

Associated works : 7

Fangzhao Wu

Associated works : 7

Iryna Gurevych

Associated works : 7

Felix Hill

Associated works : 7

Yang Liu

Associated works : 7

Kentaro Inui

Associated works : 7

Kam-Fai Wong

Associated works : 7

Douwe Kiela

Associated works : 7

Mirella Lapata

Associated works : 7

Chuhan Wu

Associated works : 7

Kai-Wei Chang

Associated works : 7

Wei Lu

Associated works : 7

Eric Xing

Associated works : 6

Yizhe Zhang

Associated works : 6

Duyu Tang

Associated works : 6

Eduard Hovy

Associated works : 6

Chris Biemann

Associated works : 6

Benjamin Van Durme

Associated works : 6

Yi Yang

Associated works : 6

Yongfeng Huang

Associated works : 6

Timothy Baldwin

Associated works : 6

Goran Glavaš

Associated works : 6

Ellie Pavlick

Associated works : 6

Daniela Gerz

Associated works : 6

Huanbo Luan

Associated works : 6

Min Xiao

Associated works : 6

Trevor Cohn

Associated works : 6

Karl Stratos

Associated works : 6

Yinfei Yang

Associated works : 6

Xing Xie

Associated works : 6

Guoyin Wang

Associated works : 6

Yan Song

Associated works : 6

Juanzi Li

Associated works : 6

Nanyun Peng

Associated works : 6

Min Yang

Associated works : 6

James Glass

Associated works : 6

Wenlin Wang

Associated works : 6

Shafiq Joty

Associated works : 6

Isabelle Augenstein

Associated works : 6

Jordan Boyd-Graber

Associated works : 5

Xianpei Han

Associated works : 5

Jiawei Han

Associated works : 5

Eneko Agirre

Associated works : 5

Mohit Bansal

Associated works : 5

Anders Søgaard

Associated works : 5

Heng Ji

Associated works : 5

Mark Dredze

Associated works : 5

Xiaodong Liu

Associated works : 5

Yun-Nung Chen

Associated works : 5

Jingjing Liu

Associated works : 5

Rui Wang

Associated works : 5

Peter Clark

Associated works : 5

Xiang Ren

Associated works : 5

Sebastian Riedel

Associated works : 5

Alexander Panchenko

Associated works : 5

Xuezhe Ma

Associated works : 5

Kevin Gimpel

Associated works : 5

Sam Wiseman

Associated works : 5

Alexis Conneau

Associated works : 5

Yi Tay

Associated works : 5

Laurent Besacier

Associated works : 5

Yoav Goldberg

Associated works : 5

Bing Qin

Associated works : 5

Zhisong Zhang

Associated works : 5

Yangfeng Ji

Associated works : 5

Jun Zhao

Associated works : 5

Liyuan Liu

Associated works : 5

Nan Duan

Associated works : 5

Anette Frank

Associated works : 5

Luke Zettlemoyer

Associated works : 5

Daniel Cer

Associated works : 5

Mihai Surdeanu

Associated works : 5

Kristina Toutanova

Associated works : 5

Le Sun

Associated works : 5

Edoardo Maria Ponti

Associated works : 5

Dan Jurafsky

Associated works : 5

Dan Roth

Associated works : 5

Yankai Lin

Associated works : 5

Sujith Ravi

Associated works : 4

Evaluating Compositionality of Sentence Representation Models ACL-2020 RepL4NLP-2020 WS-2020

Hanoz Bhathena | Angelica Willis | Nathan Dass |

BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection ACL-2020

Chengyu Wang | XIAOFENG HE |

S2ORC: The Semantic Scholar Open Research Corpus ACL-2020

ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL-2020

Colin Lockard | Prashant Shiralkar | Xin Luna Dong | Hannaneh Hajishirzi |

One-Size-Fits-All Multilingual Models ACL-2020 SIGMORPHON-2020 WS-2020

Ben Peters | André F. T. Martins |

Unsupervised Cross-lingual Representation Learning at Scale ACL-2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL-2020

MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL-2020

Learning to Segment Actions from Observation and Narration ACL-2020

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL-2020 RepL4NLP-2020 WS-2020

Lukas Lange | Anastasiia Iurshina | Heike Adel | Jannik Strötgen |

Hyperbolic Capsule Networks for Multi-Label Classification ACL-2020

Boli Chen | Xin Huang | Lin Xiao | Liping Jing |

Fine-grained Interest Matching for Neural News Recommendation ACL-2020

Heyuan Wang | Fangzhao Wu | Zheng Liu | Xing Xie |

A Re-evaluation of Knowledge Graph Completion Methods ACL-2020

DoQA - Accessing Domain-Specific FAQs via Conversational QA ACL-2020

Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning ACL-2020 BioNLP-2020 WS-2020

Liyan Xu | Julien Hogan | Rachel E. Patzer | Jinho D. Choi |

Zero-shot Text Classification via Reinforced Self-training ACL-2020

Reasoning Over Semantic-Level Graph for Fact Checking ACL-2020

Semi-supervised Parsing with a Variational Autoencoding Parser ACL-2020 IWPT-2020 WS-2020

Xiao Zhang | Dan Goldwasser |

On Dimensional Linguistic Properties of the Word Embedding Space ACL-2020 RepL4NLP-2020 WS-2020

Vikas Raunak | Vaibhav Kumar | Vivek Gupta | Florian Metze |

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL-2020

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL-2020

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL-2020

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL-2020

Pengcheng Yin | Graham Neubig | Wen-tau Yih | Sebastian Riedel |

SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL-2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL-2020

Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web ACL-2020

Xin Luna Dong | Hannaneh Hajishirzi | Colin Lockard | Prashant Shiralkar |

Returning the N to NLP: Towards Contextually Personalized Classification Models ACL-2020

Lucie Flek |

Cross-media Structured Common Space for Multimedia Event Extraction ACL-2020

Story-level Text Style Transfer: A Proposal ACL-2020

Yusu Qian |

Enhancing Transformer with Sememe Knowledge ACL-2020 RepL4NLP-2020 WS-2020

Yuhui Zhang | Chenghao Yang | Zhengping Zhou | Zhiyuan Liu |

Are All Languages Created Equal in Multilingual BERT? ACL-2020 RepL4NLP-2020 WS-2020

Shijie Wu | Mark Dredze |

Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL-2020

Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL-2020

Finding Universal Grammatical Relations in Multilingual BERT ACL-2020

Ethan A. Chi | John Hewitt | Christopher D. Manning |

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL-2020

Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL-2020

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction ACL-2020

Multilingual Universal Sentence Encoder for Semantic Retrieval ACL-2020

Multi-Domain Dialogue Acts and Response Co-Generation ACL-2020

Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL-2020

Xinya Du | Claire Cardie |

New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach ACL-2020 NUSE-2020 WS-2020

Andres Cremisini | Mark Finlayson |

Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL-2020

Knowledge Graph Embedding Compression ACL-2020

Mrinmaya Sachan |

Commonsense Reasoning for Natural Language Processing ACL-2020

Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL-2020

Hao Tang | Donghong Ji | Chenliang Li | Qiji Zhou |

Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ACL-2020

Discrete Latent Variable Representations for Low-Resource Text Classification ACL-2020

Shuning Jin | Sam Wiseman | Karl Stratos | Karen Livescu |

Multidirectional Associative Optimization of Function-Specific Word Representations ACL-2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ACL-2020 NGT-2020 WS-2020

Kevin Lin | Ming-Yu Liu | Ming-Ting Sun | Jan Kautz |

Neural Reranking for Dependency Parsing: An Evaluation ACL-2020

Bich-Ngoc Do | Ines Rehbein |

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL-2020

Character-Level Translation with Self-attention ACL-2020

Yingqiang Gao | Nikola I. Nikolov | Yuhuang Hu | Richard H.R. Hahnloser |

Should You Fine-Tune BERT for Automated Essay Scoring? ACL-2020 BEA-2020 WS-2020

Elijah Mayfield | Alan W Black |

Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL-2020

BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL-2020

ExpBERT: Representation Engineering with Natural Language Explanations ACL-2020

Shikhar Murty | Pang Wei Koh | Percy Liang |

Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL-2020

Daoyuan Chen | Yaliang Li | Kai Lei | Ying Shen |

Representation Learning for Information Extraction from Form-like Documents ACL-2020

Interpreting Twitter User Geolocation ACL-2020

Learning Architectures from an Extended Search Space for Language Modeling ACL-2020

Learning Spoken Language Representations with Neural Lattice Language Modeling ACL-2020

Chao-Wei Huang | Yun-Nung Chen |

NeuInfer: Knowledge Inference on N-ary Facts ACL-2020

A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL-2020

Nastaran Babanejad | Ameeta Agrawal | Aijun An | Manos Papagelis |

BioMRC: A Dataset for Biomedical Machine Reading Comprehension ACL-2020 BioNLP-2020 WS-2020

Dimitris Pappas | Petros Stavropoulos | Ion Androutsopoulos | Ryan McDonald |

Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL-2020

Mozhi Zhang | Yoshinari Fujinuma | Michael J. Paul | Jordan Boyd-Graber |

Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL-2020 NGT-2020 WS-2020

Rakesh Chada |

Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL-2020

SciREX: A Challenge Dataset for Document-Level Information Extraction ACL-2020

Sarthak Jain | Madeleine van Zuylen | Hannaneh Hajishirzi | Iz Beltagy |

Emerging Cross-lingual Structure in Pretrained Language Models ACL-2020

Learning Implicit Text Generation via Feature Matching ACL-2020

Distinguish Confusing Law Articles for Legal Judgment Prediction ACL-2020

Clinical Concept Linking with Contextualized Neural Representations ACL-2020

Elliot Schumacher | Andriy Mulyar | Mark Dredze |

Compositionality and Generalization In Emergent Languages ACL-2020

Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL-2020

Variational Neural Machine Translation with Normalizing Flows ACL-2020

Hendra Setiawan | Matthias Sperber | Udhyakumar Nallasamy | Matthias Paulik |

Talk to Papers: Bringing Neural Question Answering to Academic Search ACL-2020

Tiancheng Zhao | Kyusong Lee |

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL-2020

Balancing Training for Multilingual Neural Machine Translation ACL-2020

Xinyi Wang | Yulia Tsvetkov | Graham Neubig |

Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL-2020 RepL4NLP-2020 WS-2020

Tyler A. Chang | Anna Rafferty |

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL-2020

Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction ACL-2020

Penghui Wei | Jiahao Zhao | Wenji Mao |

Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL-2020

Yu-An Chung | James Glass |

Learning Source Phrase Representations for Neural Machine Translation ACL-2020

Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts ACL-2020

Agostina Calabrese | Michele Bevilacqua | Roberto Navigli |

Shaping Visual Representations with Language for Few-Shot Classification ACL-2020

Jesse Mu | Percy Liang | Noah Goodman |

Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL-2020

On the Choice of Auxiliary Languages for Improved Sequence Tagging ACL-2020 RepL4NLP-2020 WS-2020

Lukas Lange | Heike Adel | Jannik Strötgen |

jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ACL-2020

Explicit Semantic Decomposition for Definition Generation ACL-2020

A Call for More Rigor in Unsupervised Cross-lingual Learning ACL-2020

Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL-2020

Nina Poerner | Ulli Waltinger | Hinrich Schütze |

On Application of Bayesian Parametric and Non-parametric Methods for User Cohorting in Product Search ACL-2020 ECNLP-2020 WS-2020

Shashank Gupta |

Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention ACL-2020 BioNLP-2020 WS-2020