Papers citing "Language Models are Few-Shot Learners"

50 / 12,362 papers shown

Title
This joke is [MASK]: Recognizing Humor and Offense with Prompting Junze Li Mengjie Zhao Yubo Xie Antonis Maronikolakis Pearl Pu Hinrich Schütze AAML 61 1 0 25 Oct 2022
Differentially Private Language Models for Secure Data Sharing Justus Mattern Zhijing Jin Benjamin Weggenmann Bernhard Schoelkopf Mrinmaya Sachan SyDa 104 52 0 25 Oct 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise Andreas Stephan Vasiliki Kougia Benjamin Roth 46 8 0 25 Oct 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 59 20 0 25 Oct 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice Oh 99 10 0 25 Oct 2022
DEMETR: Diagnosing Evaluation Metrics for Translation Marzena Karpinska N. Raj Katherine Thai Yixiao Song Ankita Gupta Mohit Iyyer 87 39 0 25 Oct 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout Peiyuan Zhang Wei Lu VLM 70 28 0 25 Oct 2022
Parameter-Efficient Legal Domain Adaptation Jonathan Li R. Bhambhoria Xiao-Dan Zhu ELM AILaw ALM 80 14 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 141 100 0 25 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 98 45 0 25 Oct 2022
Evaluating Parameter Efficient Learning for Generation Peng Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Ming-Yu Liu Nayeon Lee Mohammad Shoeybi Bryan Catanzaro MoE 67 3 0 25 Oct 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing Tuhin Chakrabarty Vishakh Padmakumar Hengxing He 82 82 0 25 Oct 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 127 27 0 24 Oct 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text Buse Giledereli Wenxiang Jiao Mei-Jun Liu Carl Allen Zhaopeng Tu Mrinmaya Sachan 86 11 0 24 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 99 169 0 24 Oct 2022
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task Kenneth Li Aspen K. Hopkins David Bau Fernanda Viégas Hanspeter Pfister Martin Wattenberg MILM 180 297 0 24 Oct 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs Maarten Sap Ronan Le Bras Daniel Fried Yejin Choi 101 232 0 24 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 113 2 0 24 Oct 2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen 81 17 0 24 Oct 2022
Mutual Information Alleviates Hallucinations in Abstractive Summarization Liam van der Poel Ryan Cotterell Clara Meister HILM 109 61 0 24 Oct 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models Stelios Maroudas Sotiris Legkas Prodromos Malakasiotis Ilias Chalkidis VLM AILaw ALM ELM 80 4 0 24 Oct 2022
A Unified Framework for Pun Generation with Humor Principles Yufei Tian Divyanshu Sheth Nanyun Peng 87 14 0 24 Oct 2022
Subspace Representations for Soft Set Operations and Sentence Similarities Yoichi Ishibashi Sho Yokoi Katsuhito Sudoh Satoshi Nakamura NAI 64 1 0 24 Oct 2022
Investigating the detection of Tortured Phrases in Scientific Literature Puthineath Lay M. Lentschat Cyril Labbe 59 5 0 24 Oct 2022
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings Sedrick Scott Keh 50 7 0 24 Oct 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases Yiheng Shu Zhiwei Yu Yuhan Li Börje F. Karlsson Tingting Ma Yuzhong Qu Chin-Yew Lin 89 74 0 24 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 64 19 0 23 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 82 62 0 23 Oct 2022
Towards Pragmatic Production Strategies for Natural Language Generation Tasks Mario Giulianelli 32 6 0 23 Oct 2022
Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification Zhipeng Xie Yahe Li 49 0 0 23 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 78 8 0 23 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 125 75 0 23 Oct 2022
Neural Eigenfunctions Are Structured Representation Learners Zhijie Deng Jiaxin Shi Hao Zhang Peng Cui Cewu Lu Jun Zhu 109 14 0 23 Oct 2022
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning Xiangyu Peng Chen Xing Prafulla Kumar Choubey Chien-Sheng Wu Caiming Xiong VLM 137 12 0 23 Oct 2022
Language Model Pre-Training with Sparse Latent Typing Liliang Ren Zixuan Zhang H. Wang Clare R. Voss Chengxiang Zhai Heng Ji 95 3 0 23 Oct 2022
The Curious Case of Absolute Position Embeddings Koustuv Sinha Amirhossein Kazemnejad Siva Reddy J. Pineau Dieuwke Hupkes Adina Williams 135 15 0 23 Oct 2022
Greedy Modality Selection via Approximate Submodular Maximization Runxiang Cheng Gargi Balasubramaniam Yifei He Yao-Hung Hubert Tsai Han Zhao 54 1 0 22 Oct 2022
LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi Chris Cundy Sanjari Srivastava Stefano Ermon BDL 112 43 0 22 Oct 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models Anas Awadalla Mitchell Wortsman Gabriel Ilharco Sewon Min Ian H. Magnusson Hannaneh Hajishirzi Ludwig Schmidt ELM OOD KELM 116 21 0 22 Oct 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 109 39 0 22 Oct 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Lifu Tu Caiming Xiong Yingbo Zhou VLM AAML LRM 143 28 0 22 Oct 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks Arijit Sehanobish Kawshik Kannan Nabila Abraham Anasuya Das Benjamin Odry VLM 75 0 0 22 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 244 200 0 22 Oct 2022
P $^3$ LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training Junwei Bao Yifan Wang Jiangyong Ying Yeyun Gong Jing Zhao Youzheng Wu Xiaodong He 70 1 0 22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 166 78 0 22 Oct 2022
BEANS: The Benchmark of Animal Sounds Masato Hagiwara Benjamin Hoffman Jen-Yu Liu M. Cusimano Felix Effenberger Katie Zacarian 97 27 0 21 Oct 2022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs Albert Q. Jiang Sean Welleck Jin Peng Zhou Wenda Li Jiacheng Liu M. Jamnik Timothée Lacroix Yuhuai Wu Guillaume Lample AIMat 157 181 0 21 Oct 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen VLM 99 22 0 21 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 119 3 0 21 Oct 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 158 54 0 21 Oct 2022