Title
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin Su Jungo Kasai Chen Henry Wu Weijia Shi Tianlu Wang ... Rui Zhang Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu 118 262 0 05 Sep 2022
ChemBERTa-2: Towards Chemical Foundation Models Walid Ahmad Elana Simon Seyone Chithrananda Gabriel Grand Bharath Ramsundar AI4CE 68 141 0 05 Sep 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 103 33 0 04 Sep 2022
DualVoice: Speech Interaction that Discriminates between Normal and Whispered Voice Input Jun Rekimoto 58 6 0 22 Aug 2022
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild Donghyun Son Byounggyu Lew Kwanghee Choi Yongsu Baek Seungwoo Choi Beomjun Shin S. Ha Buru Chang 59 10 0 16 Aug 2022
Reproduction and Replication of an Adversarial Stylometry Experiment Haining Wang P. Juola A. Riddell 57 2 0 15 Aug 2022
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers M. Lewis Younes Belkada Luke Zettlemoyer MQ 147 666 0 15 Aug 2022
An Algorithm-Hardware Co-Optimized Framework for Accelerating N:M Sparse Transformers Chao Fang Aojun Zhou Zhongfeng Wang MoE 76 54 0 12 Aug 2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction Weimin Lyu Xinyu Dong Rachel Wong Songzhu Zheng Kayley Abell-Hart Fusheng Wang Chao Chen 113 52 0 09 Aug 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 129 83 0 02 Aug 2022
Dynamics and triggers of misinformation on vaccines Emanuele Brugnoli Marco Delmastro 98 4 0 25 Jul 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 105 349 0 21 Jul 2022
SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning Zihao Ye Ruihang Lai Junru Shao Tianqi Chen Luis Ceze 125 98 0 11 Jul 2022
Probing Classifiers are Unreliable for Concept Removal and Detection Abhinav Kumar Chenhao Tan Amit Sharma AAML 101 25 0 08 Jul 2022
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models José Antonio Hernández López Martin Weyssow Jesús Sánchez Cuadrado H. Sahraoui 55 23 0 23 Jun 2022
Twitter conversations predict the daily confirmed COVID-19 cases Rabindra Lamsal Aaron Harwood M. Read 58 26 0 21 Jun 2022
A Universal Adversarial Policy for Text Classifiers Gallil Maimon Lior Rokach AAML 131 10 0 19 Jun 2022
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation Daoguang Zan Bei Chen Dejian Yang Zeqi Lin Minsu Kim Bei Guan Yongji Wang Weizhu Chen Jian-Guang Lou 86 129 0 14 Jun 2022
Exploring Adversarial Attacks and Defenses in Vision Transformers trained with DINO Javier Rando Nasib Naimi Thomas Baumann Max Mathys AAML 53 6 0 14 Jun 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering X. Pan Alex Sheng David R Shimshoni Aditya Singhal Sara Rosenthal Avirup Sil 53 4 0 14 Jun 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 116 362 0 13 Jun 2022
Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 94 15 0 12 Jun 2022
SsciBERT: A Pre-trained Language Model for Social Science Texts Si Shen Jiang-fu Liu Litao Lin Ying Huang Lin Zhang Changting Liu Yu Feng Dongbo Wang 106 28 0 09 Jun 2022
Learning to Ask Like a Physician Eric P. Lehman Vladislav Lialin K. Y. Legaspi Anne Janelle R. Sy Patricia Therese S. Pile ... Anna Rumshisky Jenifer Liang Preethi Raghavan Leo Anthony Celi Peter Szolovits OOD 80 20 0 06 Jun 2022
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Z. Yao Reza Yazdani Aminabadi Minjia Zhang Xiaoxia Wu Conglong Li Yuxiong He VLM MQ 174 484 0 04 Jun 2022
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues Sandhya Singh Prapti Roy Nihar Ranjan Sahoo Niteesh Mallela Himanshu Gupta ... Milind Savagaonkar Nidhi Roshni Ramnani Anutosh Maitra Shubhashis Sengupta 39 14 0 31 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 172 220 0 26 May 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 253 349 0 25 May 2022
Generating Information-Seeking Conversations from Unlabeled Documents Gangwoo Kim Sungdong Kim Kang Min Yoo Jaewoo Kang 61 13 0 25 May 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection Badr AlKhamissi Faisal Ladhak Srini Iyer Ves Stoyanov Zornitsa Kozareva Xian Li Pascale Fung Lambert Mathias Asli Celikyilmaz Mona T. Diab 111 18 0 25 May 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 137 43 0 25 May 2022
Disentangling Active and Passive Cosponsorship in the U.S. Congress Giuseppe Russo Christoph Gote L. Brandenberger Sophia Schlosser F. Schweitzer LLMSV AI4CE 56 7 0 19 May 2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning Orion Weller Kevin Seppi Matt Gardner 62 23 0 17 May 2022
User Guide for KOTE: Korean Online Comments Emotions Dataset Duyoung Jeon Junho Lee Cheongtag Kim 56 0 0 11 May 2022
Interactive Model Cards: A Human-Centered Approach to Model Documentation Anamaria Crisan Margaret Drouhard Jesse Vig Nazneen Rajani HAI 83 92 0 05 May 2022
COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas Chengshi Xu Pijian Li Wei Wang Haoran Yang Siyun Wang Chuangbai Xiao 93 28 0 02 May 2022
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 85 49 0 30 Apr 2022
HiNER: A Large Hindi Named Entity Recognition Dataset Rudra Murthy Pallab Bhattacharjee R. Sharnagat Jyotsana Khatri Diptesh Kanojia P. Bhattacharyya 73 14 0 28 Apr 2022
Translation between Molecules and Natural Language Carl Edwards T. Lai Kevin Ros Garrett Honke Kyunghyun Cho Heng Ji 136 172 0 25 Apr 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 87 247 0 21 Apr 2022
Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil Omkar Gokhale Shantanu Patankar Onkar Litake Aditya Mandke Dipali M. Kadam 48 1 0 19 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 102 339 0 06 Apr 2022
Inferring Rewards from Language in Context Jessy Lin Daniel Fried Dan Klein Anca Dragan LM&Ro 87 55 0 05 Apr 2022
Applying Automatic Text Summarization for Fake News Detection Philipp Hartl Udo Kruschwitz 82 12 0 04 Apr 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 138 687 0 19 Mar 2022
Probing Factually Grounded Content Transfer with Factual Ablation Peter West Chris Quirk Michel Galley Yejin Choi HILM 79 9 0 18 Mar 2022
Evaluating BERT-based Pre-training Language Models for Detecting Misinformation Rini Anggrainingsih Ghulam Mubashar Hassan A. Datta 51 7 0 15 Mar 2022
Learning to Reduce False Positives in Analytic Bug Detectors Anant Kharkar Roshanak Zilouchian Moghaddam Matthew Jin Xiaoyu Liu Xin Shi Colin B. Clement Neel Sundaresan 64 44 0 08 Mar 2022
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition Beiduo Chen Jun-Yu Ma Jiajun Qi Wu Guo Zhen-Hua Ling Quan Liu 56 16 0 07 Mar 2022
Deep Lexical Hypothesis: Identifying personality structure in natural language A. Cutler D. Condon 65 31 0 04 Mar 2022