NLPExplorer

Task

Text Categorization

Total Paper Mentions:- 808

First ACL Paper:- 1988

Latest ACL Paper:- 2020

Claire Cardie

Associated works : 16

Carlo Strapparava

Associated works : 15

Alessandro Moschitti

Associated works : 11

Ido Dagan

Associated works : 10

Shoushan Li

Associated works : 8

Richard Johansson

Associated works : 8

Timothy Baldwin

Associated works : 8

Michalis Vazirgiannis

Associated works : 8

Walter Daelemans

Associated works : 7

Eduard Hovy

Associated works : 7

Guodong Zhou

Associated works : 7

Noah A. Smith

Associated works : 6

Lu Wang

Associated works : 6

Fumiyo Fukumoto

Associated works : 6

Yuji Matsumoto

Associated works : 6

Alfio Gliozzo

Associated works : 6

Maosong Sun

Associated works : 6

Haizhou Li

Associated works : 6

Marco Lui

Associated works : 6

Roberto Navigli

Associated works : 5

Marcos Zampieri

Associated works : 5

Jose Camacho-Collados

Associated works : 5

François Rousseau

Associated works : 5

Iryna Gurevych

Associated works : 5

Chu-Ren Huang

Associated works : 5

Ting Liu

Associated works : 5

Rada Mihalcea

Associated works : 5

Jun Suzuki

Associated works : 5

Roberto Basili

Associated works : 5

Yejin Choi

Associated works : 5

Raymond Mooney

Associated works : 5

Theresa Wilson

Associated works : 5

Ion Androutsopoulos

Associated works : 5

Radu Tudor Ionescu

Associated works : 5

Torsten Zesch

Associated works : 4

Xu Sun

Associated works : 4

David D. Lewis

Associated works : 4

Wen-Lian Hsu

Associated works : 4

Youngjoong Ko

Associated works : 4

Alexandros Potamianos

Associated works : 4

Thamar Solorio

Associated works : 4

Jungyun Seo

Associated works : 4

Elias Iosif

Associated works : 4

Kentaro Inui

Associated works : 4

Adrien Barbaresi

Associated works : 4

William Yang Wang

Associated works : 4

Claudio Giuliano

Associated works : 4

Yang Liu

Associated works : 4

Yoshimi Suzuki

Associated works : 4

Ted Briscoe

Associated works : 4

Ming Zhou

Associated works : 4

Janyce Wiebe

Associated works : 4

Byron C. Wallace

Associated works : 4

Takenobu Tokunaga

Associated works : 4

Marius Popescu

Associated works : 3

Marine Carpuat

Associated works : 3

Elisa Ferracane

Associated works : 3

Olatz Arregi

Associated works : 3

Jun’ichi Tsujii

Associated works : 3

Mohammad Taher Pilehvar

Associated works : 3

Ana Zelaia

Associated works : 3

Dan Klein

Associated works : 3

Li Li

Associated works : 3

Dani Yogatama

Associated works : 3

Hozumi Tanaka

Associated works : 3

Magnus Sahlgren

Associated works : 3

Naoaki Okazaki

Associated works : 3

Zhiyuan Liu

Associated works : 3

Grace Ngai

Associated works : 3

Pierre Nugues

Associated works : 3

Eisaku Maeda

Associated works : 3

Lillian Lee

Associated works : 3

Noam Ordan

Associated works : 3

Marti Hearst

Associated works : 3

Dekai Wu

Associated works : 3

Danushka Bollegala

Associated works : 3

Shane Bergsma

Associated works : 3

Ye Zhang

Associated works : 3

Shuming Ma

Associated works : 3

Wei Zhao

Associated works : 3

Kristina Toutanova

Associated works : 3

Min Yang

Associated works : 3

Meng Zhang

Associated works : 3

Anna Korhonen

Associated works : 3

Eric Nyberg

Associated works : 3

Jason Eisner

Associated works : 3

Bing Qin

Associated works : 3

Andrei Butnaru

Associated works : 3

Hugo Jair Escalante

Associated works : 3

Mark Dras

Associated works : 3

Taku Kudo

Associated works : 3

Giuseppe Carenini

Associated works : 3

Aoife Cahill

Associated works : 3

Fabrizio Sebastiani

Associated works : 3

Wei-Hao Lin

Associated works : 3

Jimmy Lin

Associated works : 3

Houfeng Wang

Associated works : 3

Duyu Tang

Associated works : 3

Chengqing Zong

Associated works : 3

Chris Dyer

Associated works : 3

Rationalizing Medical Relation Prediction from Corpus-level Statistics ACL-2020

Zhen Wang | Jennifer Lee | Simon Lin | Huan Sun |

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

Multi-Label and Multilingual News Framing Analysis ACL-2020

Autoencoding Keyword Correlation Graph for Document Clustering ACL-2020

Single Model Ensemble using Pseudo-Tags and Distinct Vectors ACL-2020

Ryosuke Kuwabara | Jun Suzuki | Hideki Nakayama |

Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset ACL-2020 BioNLP-2020 WS-2020

Thomas Searle | Zina Ibrahim | Richard Dobson |

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

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

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT ACL-2020 RepL4NLP-2020 WS-2020

Detecting and understanding moral biases in news ACL-2020 NUSE-2020 WS-2020

Usman Shahid | Barbara Di Eugenio | Andrew Rojecki | Elena Zheleva |

Showing Your Work Doesn’t Always Work ACL-2020

ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL-2020

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL-2020

Prafulla Kumar Choubey | Aaron Lee | Ruihong Huang | Lu Wang |

Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL-2020

Hongliang Fei | Ping Li |

Hierarchy-Aware Global Model for Hierarchical Text Classification ACL-2020

Benefits of Intermediate Annotations in Reading Comprehension ACL-2020

Dheeru Dua | Sameer Singh | Matt Gardner |

Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL-2020

FastBERT: a Self-distilling BERT with Adaptive Inference Time ACL-2020

Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL-2020

Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL-2020 BioNLP-2020 WS-2020

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

Feature Projection for Improved Text Classification ACL-2020

Qi Qin | Wenpeng Hu | Bing Liu |

Split or Merge: Which is Better for Unsupervised RST Parsing? EMNLP-2019

A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity ACL-2019

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

Mapping (Dis-)Information Flow about the MH17 Plane Crash EMNLP-2019 WS-2019

Mareike Hartmann | Yevgeniy Golovchenko | Isabelle Augenstein |

Towards Lossless Encoding of Sentences ACL-2019

Gabriele Prato | Mathieu Duchesneau | Sarath Chandar | Alain Tapp |

Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL-2019

Inducing Document Structure for Aspect-based Summarization ACL-2019

Lea Frermann | Alexandre Klementiev |

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL-2019

Learning Only from Relevant Keywords and Unlabeled Documents EMNLP-2019

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP-2019 WS-2019

Denis Newman-Griffis | Eric Fosler-Lussier |

Interpretable Relevant Emotion Ranking with Event-Driven Attention EMNLP-2019

Yang Yang | Deyu ZHOU | Yulan He | Meng Zhang |

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL-2019

Evaluating Topic Quality with Posterior Variability EMNLP-2019

Linzi Xing | Michael J. Paul | Giuseppe Carenini |

Is Attention Interpretable? ACL-2019

Sofia Serrano | Noah A. Smith |

Predicting the Role of Political Trolls in Social Media CoNLL-2019

Atanas Atanasov | Gianmarco De Francisci Morales | Preslav Nakov |

Comparing the Performance of Feature Representations for the Categorization of the Easy-to-Read Variety vs Standard Language NoDaLiDa-2019 WS-2019

Marina Santini | Benjamin Danielsson | Arne Jönsson |

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP-2019

Evaluating Discourse in Structured Text Representations ACL-2019

Elisa Ferracane | Greg Durrett | Junyi Jessy Li | Katrin Erk |

Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings ACL-2019

Zied Haj-Yahia | Adrien Sieg | Léa A. Deleris |

Enhancing Local Feature Extraction with Global Representation for Neural Text Classification EMNLP-2019

UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection *SEMEVAL-2019

Weakly Supervised Attention Networks for Entity Recognition EMNLP-2019

Barun Patra | Joel Ruben Antony Moniz |

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL-2019

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation NAACL-2019

Radu Tudor Ionescu | Andrei Butnaru |

Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL-2019

Heuristic Authorship Obfuscation ACL-2019

Janek Bevendorff | Martin Potthast | Matthias Hagen | Benno Stein |

CECL at SemEval-2019 Task 3: Using Surface Learning for Detecting Emotion in Textual Conversations *SEMEVAL-2019

Yves Bestgen |

INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification *SEMEVAL-2019

Mario Graff | Sabino Miranda-Jiménez | Eric Tellez | Daniela Alejandra Ochoa |

Large-Scale Multi-Label Text Classification on EU Legislation ACL-2019

Ilias Chalkidis | Emmanouil Fergadiotis | Prodromos Malakasiotis | Ion Androutsopoulos |

Cross-lingual intent classification in a low resource industrial setting EMNLP-2019

Utilizing Pre-Trained Word Embeddings to Learn Classification Lexicons with Little Supervision NoDaLiDa-2019 WS-2019

Frederick Blumenthal | Ferdinand Graf |

IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis EMNLP-2019

APE at Scale and Its Implications on MT Evaluation Biases ACL-2019 WMT-2019 WS-2019

Markus Freitag | Isaac Caswell | Scott Roy |

Automatic Text Tagging of Arabic News Articles Using Ensemble Deep Learning Models WS-2019

Ashraf Elnagar | Omar Einea | Ridhwan Al-Debsi |

Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification WS-2019

Charlotte Roze | Chloé Braud | Philippe Muller |

NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ACL-2019

REflex: Flexible Framework for Relation Extraction in Multiple Domains ACL-2019 WS-2019

Geeticka Chauhan | Matthew B.A. McDermott | Peter Szolovits |

Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP-2019

Wenpeng Yin | Jamaal Hay | Dan Roth |

Multilingual Model Using Cross-Task Embedding Projection CoNLL-2019

Jin Sakuma | Naoki Yoshinaga |

Sampling Bias in Deep Active Classification: An Empirical Study EMNLP-2019

Ameya Prabhu | Charles Dognin | Maneesh Singh |

Neural Attentive Bag-of-Entities Model for Text Classification CoNLL-2019

Ikuya Yamada | Hiroyuki Shindo |

Reduce \& Attribute: Two-Step Authorship Attribution for Large-Scale Problems CoNLL-2019

Michael Tschuggnall | Benjamin Murauer | Günther Specht |

Relational Word Embeddings ACL-2019

Jose Camacho-Collados | Luis Espinosa Anke | Steven Schockaert |

Human-grounded Evaluations of Explanation Methods for Text Classification EMNLP-2019

Piyawat Lertvittayakumjorn | Francesca Toni |

An Arabic Multi-Domain Spoken Language Understanding System WS-2019

Mohamed Lichouri | Mourad Abbas | Rachida Djeradi | Amar Djeradi |

The Trumpiest Trump? Identifying a Subject’s Most Characteristic Tweets EMNLP-2019

Charuta Pethe | Steve Skiena |

RNN Embeddings for Identifying Difficult to Understand Medical Words ACL-2019 WS-2019

Hanna Pylieva | Artem Chernodub | Natalia Grabar | Thierry Hamon |

Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP-2019

Mingda Chen | Zewei Chu | Kevin Gimpel |

Do Human Rationales Improve Machine Explanations? ACL-2019 WS-2019

Julia Strout | Ye Zhang | Raymond Mooney |

Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL-2019 WS-2019

Detecting Political Bias in News Articles Using Headline Attention ACL-2019 WS-2019

Rama Rohit Reddy Gangula | Suma Reddy Duggenpudi | Radhika Mamidi |

Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP-2019

Patrick Huber | Giuseppe Carenini |

Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification EMNLP-2019

Vivian Lai | Zheng Cai | Chenhao Tan |

Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL-2019

Kazuya Shimura | Jiyi Li | Fumiyo Fukumoto |

Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP-2019

Phillip Keung | yichao lu | Vikas Bhardwaj |

MOROCO: The Moldavian and Romanian Dialectal Corpus ACL-2019

Andrei Butnaru | Radu Tudor Ionescu |

When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP-2019 WS-2019

NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep *SEMEVAL-2019

Parag Agrawal | Anshuman Suri |

From News to Medical: Cross-domain Discourse Segmentation NAACL-2019 WS-2019

Elisa Ferracane | Titan Page | Junyi Jessy Li | Katrin Erk |

How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL-2019 WS-2019

Brian Riordan | Michael Flor | Robert Pugh |

Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers COLING-2018 VarDial-2018 WS-2018

Adrien Barbaresi |