Title
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 31 32 0 03 Mar 2021
Generalized Zero-shot Intent Detection via Commonsense Knowledge A. B. Siddique Fuad Jamour Luxun Xu Vagelis Hristidis 11 32 0 04 Feb 2021
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Multi-sense embeddings through a word sense disambiguation process Terry Ruas W. Grosky Akiko Aizawa 11 40 0 21 Jan 2021
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Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 24 57 0 28 Dec 2020
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen S. Yu Haoran Wang 223 5 0 18 Dec 2020
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Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations Haode Qi Lin Pan Atin Sood Abhishek Shah L. Kunc Mo Yu Saloni Potdar VLM 33 16 0 07 Dec 2020
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks Thai Le Noseong Park Dongwon Lee 10 23 0 20 Nov 2020
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information Robin Ruede Verena Heusser L. Frank Alina Roitberg Monica Haurilet Rainer Stiefelhagen 9 20 0 02 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 30 213 0 02 Nov 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning Iro Laina Ruth C. Fong Andrea Vedaldi OCL 33 13 0 27 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 0 23 Oct 2020
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 29 4 0 20 Oct 2020
Multifaceted Context Representation using Dual Attention for Ontology Alignment Vivek Iyer Arvind Agarwal Harshit Kumar 25 17 0 16 Oct 2020
Human-centric Dialog Training via Offline Reinforcement Learning Natasha Jaques J. Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 40 93 0 12 Oct 2020
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations Praveen Kumar Bodigutla Aditya Tiwari Josep Valls-Vargas L. Polymenakos Spyros Matsoukas 16 32 0 06 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary M. Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 31 126 0 02 Oct 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations Itzik Malkiel Oren Barkan Avi Caciularu Noam Razin Ori Katz Noam Koenigstein 20 13 0 25 Sep 2020
Alfie: An Interactive Robot with a Moral Compass Cigdem Turan P. Schramowski Constantin Rothkopf Kristian Kersting LM&Ro 16 0 0 11 Sep 2020
MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models Thai Le Suhang Wang Dongwon Lee 24 59 0 01 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 33 230 0 27 Aug 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 21 2 0 25 Aug 2020
FireBERT: Hardening BERT-based classifiers against adversarial attack Gunnar Mein Kevin Hartman Andrew Morris SILM AAML 22 0 0 10 Aug 2020
Semantic Complexity in End-to-End Spoken Language Understanding Joseph P. McKenna Samridhi Choudhary Michael Stephen Saxon Grant P. Strimel Athanasios Mouchtaris 21 14 0 06 Aug 2020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation Sebastian Bruch Jan Pfeifer Mathieu Guillame-Bert 21 7 0 29 Jul 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature Colby Wise V. Ioannidis Miguel Calvo Rebollar Xiang Song George D. Price Ninad Kulkarni Ryan Brand Parminder Bhatia George Karypis 16 68 0 24 Jul 2020
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks Pavel Blinov Manvel Avetisian V. Kokh Dmitry Umerenkov Alexander Tuzhilin 21 19 0 15 Jul 2020
Unsupervised Paraphrasing via Deep Reinforcement Learning A. B. Siddique Samet Oymak Vagelis Hristidis 27 56 0 05 Jul 2020
Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement Hossein Hematialam Luciana D. Garbayo Seethalakshmi Gopalakrishnan Wlodek Zadrozny 11 1 0 01 Jul 2020
Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses Afsah Anwar Ahmed A. Abusnaina Songqing Chen Frank H. Li David A. Mohaisen 9 58 0 26 Jun 2020
Explainable CNN-attention Networks (C-Attention Network) for Automated Detection of Alzheimer's Disease Ning Wang Mingxuan Chen K. P. Subbalakshmi 22 22 0 25 Jun 2020
Can you tell? SSNet -- a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis Apostol T. Vassilev Munawar Hasan Honglan Jin 35 1 0 23 Jun 2020
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 David Oniani Yanshan Wang 24 32 0 19 Jun 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 21 13 0 07 Jun 2020
Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types Belén Saldías D. Roy 37 13 0 26 May 2020
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions Ye Ma Lu Zong Peiwan Wang AIFin 19 5 0 24 May 2020
A Report on the 2020 Sarcasm Detection Shared Task Debanjan Ghosh Avijit Vajpayee Smaranda Muresan 24 60 0 12 May 2020
Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito David Grangier Douglas Eck Chris Callison-Burch LRM 29 24 0 11 May 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 14 26 0 07 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 14 15 0 06 May 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP John X. Morris Eli Lifland Jin Yong Yoo J. E. Grigsby Di Jin Yanjun Qi SILM 33 69 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Textual Visual Semantic Dataset for Text Spotting Ahmed Sabir Francesc Moreno-Noguer Lluís Padró 19 3 0 21 Apr 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 39 542 0 04 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 27 263 0 31 Mar 2020
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