Title
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions Pere-Lluís Huguet Cabot David Abadi A. Fischer Ekaterina Shutova 73 23 0 28 Jan 2021
Neural Sentence Ordering Based on Constraint Graphs Yutao Zhu Kun Zhou J. Nie Shengchao Liu Zhicheng Dou NAI 79 23 0 27 Jan 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 173 106 0 22 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 398 1,400 0 17 Jan 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search Jason Zhu Yanling Cui Yuming Liu Hao Sun Xue Li Markus Pelger Tianqi Yan Liangjie Zhang Ruofei Zhang Huasha Zhao AI4CE 158 77 0 15 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models Gustavo Penha C. Hauff 260 30 0 12 Jan 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets Xiaohan Chen Yu Cheng Shuohang Wang Zhe Gan Zhangyang Wang Jingjing Liu 116 100 0 31 Dec 2020
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection Bertie Vidgen Tristan Thrush Zeerak Talat Douwe Kiela 161 273 0 31 Dec 2020
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 110 210 0 23 Dec 2020
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems Chao-Hong Tan Xiaoyu Yang Zióu Zheng Tianda Li Yufei Feng Jia-Chen Gu Quan Liu Dan Liu Zhenhua Ling Xiao-Dan Zhu RALM 58 9 0 22 Dec 2020
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Armen Aghajanyan Luke Zettlemoyer Sonal Gupta 110 577 1 22 Dec 2020
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 167 119 0 21 Dec 2020
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 98 42 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 92 406 0 14 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 311 1,452 0 14 Dec 2020
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks P. Schwaller Daniel Probst Alain C. Vaucher Vishnu H. Nair D. Kreutter Teodoro Laino J. Reymond 211 235 0 09 Dec 2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 112 192 0 07 Dec 2020
Financial Document Causality Detection Shared Task (FinCausal 2020) Dominique Mariko Hanna Abi Akl Estelle Labidurie Stéphane Durfort Hugues de Mazancourt Mahmoud El-Haj 61 73 0 04 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 107 36 0 04 Dec 2020
GottBERT: a pure German Language Model Raphael Scheible Fabian Thomczyk P. Tippmann V. Jaravine M. Boeker VLM 59 81 0 03 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 68 19 0 02 Dec 2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 99 206 0 01 Dec 2020
Multi-Modal Detection of Alzheimer's Disease from Speech and Text Amish Mittal Sourav Sahoo Arnhav Datar Juned Kadiwala H. Shalu Jimson Mathew 48 21 0 30 Nov 2020
Transformer Query-Target Knowledge Discovery (TEND): Drug Discovery from CORD-19 Leo K. Tam Xiaosong Wang Daguang Xu MedIm 36 2 0 28 Nov 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 184 436 0 20 Nov 2020
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset Song Feng H. Wan R. Chulaka Gunasekara S. Patel Sachindra Joshi Luis A. Lastras 82 122 0 12 Nov 2020
Towards Preemptive Detection of Depression and Anxiety in Twitter David Owen Jose Camacho-Collados Luis Espinosa-Anke 22 25 0 10 Nov 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 117 409 0 29 Oct 2020
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports A. Edwards David Rogers Jose Camacho-Collados Hélène de Ribaupierre Alun D. Preece 72 1 0 27 Oct 2020
Interpretation of NLP models through input marginalization Siwon Kim Jihun Yi Eunji Kim Sungroh Yoon MILM FAtt 94 60 0 27 Oct 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 112 73 0 26 Oct 2020
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models Mircea-Adrian Tanase Dumitru-Clementin Cercel Costin-Gabriel Chiru 42 15 0 26 Oct 2020
Constructing Taxonomies from Pretrained Language Models Catherine Chen Kevin Lin Dan Klein 130 33 0 24 Oct 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing Chunchuan Lyu Shay B. Cohen Ivan Titov 122 11 0 23 Oct 2020
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 82 13 0 23 Oct 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 108 54 0 22 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 132 283 0 21 Oct 2020
German's Next Language Model Branden Chan Stefan Schweter Timo Möller 104 276 0 21 Oct 2020
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 56 3 0 16 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Ana Marasović Chandra Bhagavatula J. S. Park Ronan Le Bras Noah A. Smith Yejin Choi ReLM LRM 99 62 0 15 Oct 2020
Contrast and Classify: Training Robust VQA Models Yash Kant A. Moudgil Dhruv Batra Devi Parikh Harsh Agrawal 55 5 0 13 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 85 242 0 12 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 140 151 0 12 Oct 2020
A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies Ho-Lam Chung Ying-Hong Chan Yao-Chung Fan 86 41 0 12 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 101 46 0 11 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 83 171 0 10 Oct 2020
Evaluating and Characterizing Human Rationales Samuel Carton Anirudh Rathore Chenhao Tan 71 49 0 09 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 60 231 0 08 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 95 113 0 07 Oct 2020
Toward Stance-based Personas for Opinionated Dialogues Thomas Scialom Serra Sinem Tekiroğlu Jacopo Staiano Marco Guerini 79 9 0 07 Oct 2020