Title
Paraphrasing with Large Language Models Sam Witteveen Martin Andrews 78 76 0 21 Nov 2019
HUSE: Hierarchical Universal Semantic Embeddings P. Narayana Aniket Pednekar A. Krishnamoorthy Kazoo Sone Sugato Basu 42 10 0 14 Nov 2019
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model Timothee Mickus Denis Paperno Mathieu Constant Kees van Deemter 77 46 0 13 Nov 2019
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines Łukasz Borchmann Dawid Wisniewski Andrzej Gretkowski Izabela Kosmala Dawid Jurkiewicz Lukasz Szalkiewicz Gabriela Pałka Karol Kaczmarek Agnieszka Kaliska Filip Graliñski AILaw 43 0 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 69 29 0 10 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 109 200 0 09 Nov 2019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 106 217 0 08 Nov 2019
VASTA: A Vision and Language-assisted Smartphone Task Automation System A. R. Sereshkeh Gary Leung K. Perumal Caleb Phillips Minfan Zhang Afsaneh Fazly Iqbal Mohomed 42 41 0 04 Nov 2019
Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks Süleyman Aslan U. Güdükbay CVBM 56 19 0 01 Nov 2019
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 72 124 0 29 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 184 16 0 25 Oct 2019
Exploring Multilingual Syntactic Sentence Representations Chen Cecilia Liu Anderson de Andrade Muhammad Osama 27 4 0 25 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 126 82 0 20 Oct 2019
Evolution of transfer learning in natural language processing Aditya Malte Pratik Ratadiya 60 54 0 16 Oct 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework Pulkit Parikh Harika Abburi Pinkesh Badjatiya Radhika Krishnan Niyati Chhaya Manish Gupta Vasudeva Varma 74 73 0 10 Oct 2019
AutoML using Metadata Language Embeddings Iddo Drori Lu Liu Yi Nian Sharath C. Koorathota Jie S. Li A. Moretti J. Freire Madeleine Udell 74 24 0 08 Oct 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 42 0 0 30 Sep 2019
KnowBias: Detecting Political Polarity in Long Text Content Aditya Saligrama 43 1 0 22 Sep 2019
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Hesham Al-Bataineh Wael Farhan Ahmad Mustafa Haitham Seelawi Hussein T. Al-Natsheh 67 16 0 19 Sep 2019
Hierarchical Reinforcement Learning for Open-Domain Dialog Abdelrhman Saleh Natasha Jaques Asma Ghandeharioun J. Shen Rosalind W. Picard OffRL 86 59 0 17 Sep 2019
Prediction Uncertainty Estimation for Hate Speech Classification Kristian Miok Dong Nguyen Doan Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 59 20 0 16 Sep 2019
NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic Haitham Seelawi Ahmad Mustafa Hesham Al-Bataineh Wael Farhan Hussein T. Al-Natsheh 48 17 0 12 Sep 2019
Look and Modify: Modification Networks for Image Captioning Fawaz Sammani Mahmoud Elsayed 52 22 0 07 Sep 2019
Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records Qingyu Chen Jingcheng Du Sun Kim W. Wilbur Zhiyong Lu 42 25 0 06 Sep 2019
Multi-level Attention network using text, audio and video for Depression Prediction Anupama Ray S. Kumar R. Reddy Prerana Mukherjee Ritu Garg 45 123 0 03 Sep 2019
Ensemble-Based Deep Reinforcement Learning for Chatbots Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Yongjin Cho Sungja Choi Satish Reddy Indurthi Seunghak Yu Hyungtak Choi Inchul Hwang J. Kim OffRL 70 69 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,348 0 27 Aug 2019
Complementary-Similarity Learning using Quadruplet Network M. Mane Stephen D. Guo Kannan Achan 29 6 0 26 Aug 2019
Detecting Toxicity in News Articles: Application to Bulgarian Yoan Dinkov Ivan Koychev Preslav Nakov 42 14 0 26 Aug 2019
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 82 168 0 25 Aug 2019
Revisiting Semantic Representation and Tree Search for Similar Question Retrieval Tonglei Guo Huilin Gao 13 1 0 22 Aug 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 288 1,094 0 27 Jul 2019
Generic Intent Representation in Web Search Hongfei Zhang Xia Song Chenyan Xiong Corby Rosset Paul N. Bennett Nick Craswell Saurabh Tiwary 107 52 0 24 Jul 2019
ER-AE: Differentially Private Text Generation for Authorship Anonymization Haohan Bo Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal DeLMO 78 38 0 20 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 34 3 0 19 Jul 2019
Leveraging Linguistic Characteristics for Bipolar Disorder Recognition with Gender Differences Yen-Hao Huang Yi-Hsin Chen Fernando H. Calderon Alvarado Ssu-Rui Lee Shu-I Wu Y. Lai Yi-Shin Chen 26 5 0 17 Jul 2019
Decentralized & Collaborative AI on Blockchain Justin D. Harris Bo Waggoner SyDa 73 109 0 16 Jul 2019
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study Derek Howard M. Maslej Justin Lee Jacob Ritchie G. Woollard L. French AI4MH 48 30 0 04 Jul 2019
Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks Ben Adler Giacomo Boscaini-Gilroy KELM 51 11 0 03 Jul 2019
Topology Maintained Structure Encoding Qing Fang 3DV 35 0 0 26 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 67 22 0 19 Jun 2019
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics Aditya Joshi Sarvnaz Karimi R. Sparks Cécile Paris C. Macintyre 40 14 0 13 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification Tu Vu Mohit Iyyer 42 2 0 09 Jun 2019
Pitfalls in the Evaluation of Sentence Embeddings Steffen Eger Andreas Rucklé Iryna Gurevych ELM 63 17 0 04 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 54 111 0 04 Jun 2019
A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders Rohit Voleti J. Liss Visar Berisha 54 72 0 04 Jun 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 104 234 0 28 May 2019
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks S. Thulasidasan Gopinath Chennupati J. Bilmes Tanmoy Bhattacharya S. Michalak UQCV 89 545 0 27 May 2019
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums Tsvetomila Mihaylova Georgi Karadzhov Pepa Atanasova R. Baly Mitra Mohtarami Preslav Nakov 77 62 0 25 May 2019