Title
FairyTailor: A Multimodal Generative Framework for Storytelling Eden Bensaid Mauro Martino Benjamin Hoover Hendrik Strobelt LRM 77 20 0 13 Jul 2021
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 79 45 0 10 Jul 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 111 26 0 07 Jul 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Siddharth Karamcheti Ranjay Krishna Li Fei-Fei Christopher D. Manning 96 92 0 06 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 167 101 0 01 Jul 2021
Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU Yilin Shen Yen-Chang Hsu Avik Ray Hongxia Jin 60 41 0 28 Jun 2021
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models Robert L Logan IV Ivana Balavzević Eric Wallace Fabio Petroni Sameer Singh Sebastian Riedel VPVLM 106 212 0 24 Jun 2021
Revisiting Deep Learning Models for Tabular Data Yu. V. Gorishniy Ivan Rubachev Valentin Khrulkov Artem Babenko LMTD 138 782 0 22 Jun 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 102 281 0 22 Jun 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training Li-Ming Zhan Haowen Liang Bo Liu Lu Fan Xiao-Ming Wu Albert Y. S. Lam OODD 61 80 0 16 Jun 2021
Neural Optimization Kernel: Towards Robust Deep Learning Yueming Lyu Ivor Tsang 53 1 0 11 Jun 2021
Causal Abstractions of Neural Networks Atticus Geiger Hanson Lu Thomas Icard Christopher Potts NAI CML 80 246 0 06 Jun 2021
Neural semi-Markov CRF for Monolingual Word Alignment Wuwei Lan Chao Jiang Wei Xu BDL 61 18 0 04 Jun 2021
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins S. Suri Ihab F. Ilyas Christopher Ré Theodoros Rekatsinas 48 22 0 02 Jun 2021
What if This Modified That? Syntactic Interventions via Counterfactual Embeddings Mycal Tucker Peng Qian R. Levy 68 40 0 28 May 2021
Neural Language Models for Nineteenth-Century English Kasra Hosseini K. Beelen Giovanni Colavizza Mariona Coll Ardanuy 89 18 0 24 May 2021
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking Sebastian Hofstatter Bhaskar Mitra Hamed Zamani Nick Craswell Allan Hanbury 95 44 0 20 May 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 113 5 0 19 May 2021
Priberam at MESINESP Multi-label Classification of Medical Texts Task Rúben Cardoso Zita Marinho Afonso Mendes Sebastião Miranda 44 1 0 12 May 2021
Analyzing Online Political Advertisements Danae Sánchez Villegas S. Mokaram Nikolaos Aletras 66 11 0 09 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 87 42 0 08 May 2021
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality Adithya Ganesan Matthew Matero Aravind Reddy Ravula Huy-Hien Vu H. Andrew Schwartz 90 35 0 07 May 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 78 14 0 27 Apr 2021
InfographicVQA Minesh Mathew Viraj Bagal Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny C. V. Jawahar 108 242 0 26 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 42 65 0 23 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 59 267 0 16 Apr 2021
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation Clément Rebuffel Thomas Scialom Laure Soulier Benjamin Piwowarski Sylvain Lamprier Jacopo Staiano Geoffrey Scoutheeten Patrick Gallinari 80 32 0 15 Apr 2021
TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction Bai Li Frank Rudzicz 61 11 0 15 Apr 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 70 57 0 14 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 131 405 0 14 Apr 2021
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 74 65 0 14 Apr 2021
MS2: Multi-Document Summarization of Medical Studies Jay DeYoung Iz Beltagy Madeleine van Zuylen Bailey Kuehl Lucy Lu Wang 91 113 0 13 Apr 2021
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews M. Hadi Fatemeh H. Fard 61 33 0 12 Apr 2021
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace Junjie Li MedIm 75 93 0 12 Apr 2021
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation Chong Zhang Jieyu Zhao Huan Zhang Kai-Wei Chang Cho-Jui Hsieh AAML 66 10 0 12 Apr 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 109 337 0 12 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 84 153 0 09 Apr 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks Firoj Alam U. Qazi Muhammad Imran Ferda Ofli 80 67 0 07 Apr 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 82 7 0 27 Mar 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 568 17 0 23 Mar 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 78 276 0 23 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 114 239 0 15 Mar 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 117 152 0 01 Mar 2021
RuSentEval: Linguistic Source, Encoder Force! Vladislav Mikhailov Ekaterina Taktasheva Elina Sigdel Ekaterina Artemova VLM 36 6 0 28 Feb 2021
LazyTensor: combining eager execution with domain-specific compilers Alex Suhan Davide Libenzi Ailing Zhang Parker Schuh Brennan Saeta Jie Young Sohn Denys Shabalin 47 18 0 26 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 138 234 0 13 Feb 2021
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Jie Lei Linjie Li Luowei Zhou Zhe Gan Tamara L. Berg Joey Tianyi Zhou Jingjing Liu CLIP 170 665 0 11 Feb 2021
Customizing Contextualized Language Models forLegal Document Reviews Shohreh Shaghaghian Luna Feng Feng Borna Jafarpour Nicolai Pogrebnyakov AILaw 97 19 0 10 Feb 2021
User Engagement Prediction for Clarification in Search Ivan Sekulić Mohammad Aliannejadi Fabio Crestani 58 25 0 08 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 76 68 0 04 Feb 2021