Title
Toward Stance-based Personas for Opinionated Dialogues Thomas Scialom Serra Sinem Tekiroğlu Jacopo Staiano Marco Guerini 79 9 0 07 Oct 2020
Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming Kanishka Misra Allyson Ettinger Julia Taylor Rayz 71 58 0 06 Oct 2020
Detecting Attackable Sentences in Arguments Yohan Jo Seo-Jin Bang Emaad Manzoor Eduard H. Hovy Chris Reed 67 23 0 06 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 71 17 0 06 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 112 119 0 06 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions Tao Li Tushar Khot Daniel Khashabi Ashish Sabharwal Vivek Srikumar 79 138 0 06 Oct 2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua Lu Wang 131 58 0 05 Oct 2020
Pareto Probing: Trading Off Accuracy for Complexity Tiago Pimentel Naomi Saphra Adina Williams Ryan Cotterell 89 60 0 05 Oct 2020
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 184 772 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 111 185 0 01 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 158 690 0 30 Sep 2020
Measuring Systematic Generalization in Neural Proof Generation with Transformers Nicolas Angelard-Gontier Koustuv Sinha Siva Reddy C. Pal LRM 106 64 0 30 Sep 2020
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training Zhihan Zhang Xiubo Geng Tao Qin Yunfang Wu Daxin Jiang 73 22 0 28 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Wenhan Xiong Xiang Lorraine Li Srini Iyer Jingfei Du Patrick Lewis ... Yashar Mehdad Wen-tau Yih Sebastian Riedel Douwe Kiela Barlas Oğuz 79 193 0 27 Sep 2020
A little goes a long way: Improving toxic language classification despite data scarcity Mika Juuti Tommi Gröndahl Adrian Flanagan Nirmal Asokan 94 25 0 25 Sep 2020
A Diagnostic Study of Explainability Techniques for Text Classification Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein XAI FAtt 101 226 0 25 Sep 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension Xuguang Wang Linjun Shou Ming Gong Nan Duan Daxin Jiang 58 12 0 25 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 216 1,224 0 24 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 147 452 0 22 Sep 2020
Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application Chris J. Kennedy Geoff Bacon A. Sahn Claudia von Vacano 73 87 0 22 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Zechao Li Hang Liu Caiwen Ding VLM 192 65 0 17 Sep 2020
Contextualized Perturbation for Textual Adversarial Attack Dianqi Li Yizhe Zhang Hao Peng Liqun Chen Chris Brockett Ming-Ting Sun Bill Dolan AAML SILM 194 236 0 16 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 177 979 0 15 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 167 408 0 14 Sep 2020
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 42 4 0 10 Sep 2020
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 83 108 0 10 Sep 2020
Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition Junghyun Koo Jie Hwan Lee Jaewoo Pyo Yujin Jo Kyogu Lee 48 58 0 09 Sep 2020
Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling Sophie Hao S. Mendelsohn Rachel Sterneck Randi Martinez Robert Frank 41 48 0 08 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 93 14 0 26 Aug 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 88 79 0 25 Aug 2020
Scruples: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes Nicholas Lourie Ronan Le Bras Yejin Choi 72 125 0 20 Aug 2020
Aligning AI With Shared Human Values Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jingkai Li Basel Alomair Jacob Steinhardt 153 574 0 05 Aug 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 86 73 0 05 Aug 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 116 228 0 31 Jul 2020
Decomposing Generation Networks with Structure Prediction for Recipe Generation Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 24 1 0 27 Jul 2020
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Benjamin Eyre Frank Rudzicz Jekaterina Novikova 58 124 0 26 Jul 2020
Hopfield Networks is All You Need Hubert Ramsauer Bernhard Schafl Johannes Lehner Philipp Seidl Michael Widrich ... David P. Kreil Michael K Kopp Günter Klambauer Johannes Brandstetter Sepp Hochreiter 141 439 0 16 Jul 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jian Liu Leyang Cui Hanmeng Liu Dandan Huang Yile Wang Yue Zhang RALM 137 382 0 16 Jul 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 95 102 0 15 Jul 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data Qianhui Wu Zijia Lin Börje F. Karlsson Biqing Huang Jian-Guang Lou 84 46 0 15 Jul 2020
FetchSGD: Communication-Efficient Federated Learning with Sketching D. Rothchild Ashwinee Panda Enayat Ullah Nikita Ivkin Ion Stoica Vladimir Braverman Joseph E. Gonzalez Raman Arora FedML 100 371 0 15 Jul 2020
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 38 1 0 06 Jul 2020
Playing with Words at the National Library of Sweden -- Making a Swedish BERT Martin Malmsten Love Borjeson Chris Haffenden 70 126 0 03 Jul 2020
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 169 748 0 01 Jul 2020
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 114 55 0 30 Jun 2020
GPT-GNN: Generative Pre-Training of Graph Neural Networks Ziniu Hu Yuxiao Dong Kuansan Wang Kai-Wei Chang Yizhou Sun SSL AI4CE 174 567 0 27 Jun 2020
Subpopulation Data Poisoning Attacks Matthew Jagielski Giorgio Severi Niklas Pousette Harger Alina Oprea AAML SILM 107 122 0 24 Jun 2020
How does this interaction affect me? Interpretable attribution for feature interactions Michael Tsang Sirisha Rambhatla Yan Liu FAtt 75 88 0 19 Jun 2020
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 186 659 0 18 Jun 2020
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech Thomas Searle Zina M. Ibrahim Richard J. B. Dobson 47 46 0 12 Jun 2020