BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

24 May 2019

Papers citing "BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions"

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Title
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 178 226 0 25 May 2023
Self-Evolution Learning for Discriminative Language Model Pretraining Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 91 12 0 24 May 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining Qihuang Zhong Liang Ding Juhua Liu Xuebo Liu Min Zhang Bo Du Dacheng Tao VLM 73 10 0 24 May 2023
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning Zhen-Ru Zhang Chuanqi Tan Haiyang Xu Chengyu Wang Jun Huang Songfang Huang 73 38 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan O. Arik Tomas Pfister LRM 108 12 0 24 May 2023
Adapting Language Models to Compress Contexts Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 79 191 0 24 May 2023
Using Natural Language Explanations to Rescale Human Judgments Manya Wadhwa Jifan Chen Junyi Jessy Li Greg Durrett 78 8 0 24 May 2023
Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation Nishant Balepur Jie Huang Samraj Moorjani Hari Sundaram Kevin Chen-Chuan Chang ReLM 43 0 0 24 May 2023
In-Context Demonstration Selection with Cross Entropy Difference Dan Iter Reid Pryzant Ruochen Xu Shuohang Wang Yang Liu Yichong Xu Chenguang Zhu 73 14 0 24 May 2023
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models Sheng Shen Le Hou Yan-Quan Zhou Nan Du Shayne Longpre ... Vincent Zhao Hongkun Yu Kurt Keutzer Trevor Darrell Denny Zhou ALM MoE 105 60 0 24 May 2023
Few-shot Unified Question Answering: Tuning Models or Prompts? Srijan Bansal Semih Yavuz Bo Pang Meghana Moorthy Bhat Yingbo Zhou 97 2 0 23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 78 0 0 22 May 2023
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations Chenglei Si Dan Friedman Nitish Joshi Shi Feng Danqi Chen He He 77 48 0 22 May 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 87 12 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 240 614 0 22 May 2023
BiasAsker: Measuring the Bias in Conversational AI System Yuxuan Wan Wenxuan Wang Pinjia He Jiazhen Gu Haonan Bai Michael Lyu 89 69 0 21 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Praveen Venkateswaran Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 105 14 0 19 May 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses Xenia Ohmer Elia Bruni Dieuwke Hupkes LRM 102 16 0 19 May 2023
LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma Gongfan Fang Xinchao Wang 171 445 0 19 May 2023
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks Anas Himmi Ekhine Irurozki Nathan Noiry Stephan Clémençon Pierre Colombo 193 9 0 17 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples Deqing Fu Ameya Godbole Robin Jia 72 8 0 13 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 104 32 0 13 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 89 10 0 12 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 76 9 0 11 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 89 36 0 09 May 2023
Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation Rongzhi Zhang Jiaming Shen Tianqi Liu Jia-Ling Liu Michael Bendersky Marc Najork Chao Zhang 104 20 0 08 May 2023
Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization Anastasia Razdaibiedina Yuning Mao Rui Hou Madian Khabsa M. Lewis Jimmy Ba Amjad Almahairi VLM 79 51 0 06 May 2023
Neuromodulation Gated Transformer Kobe Knowles Joshua Bensemann Diana Benavides-Prado Vithya Yogarajan Michael Witbrock Gillian Dobbie Yang Chen 58 0 0 05 May 2023
Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs Deepak Narayanan Keshav Santhanam Peter Henderson Rishi Bommasani Tony Lee Percy Liang 192 3 0 03 May 2023
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 176 12 0 03 May 2023
Boosting Big Brother: Attacking Search Engines with Encodings Nicholas Boucher Luca Pajola Ilia Shumailov Ross J. Anderson Mauro Conti SILM 70 10 0 27 Apr 2023
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 115 56 0 20 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 74 4 0 19 Apr 2023
Revisiting k-NN for Fine-tuning Pre-trained Language Models Lei Li Jing Chen Bo Tian Ning Zhang 56 1 0 18 Apr 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang 106 59 0 18 Apr 2023
Dialogue Games for Benchmarking Language Understanding: Motivation, Taxonomy, Strategy David Schlangen ELM 83 15 0 14 Apr 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study Wei Ping Ming-Yu Liu Peng Xu Lawrence C. McAfee Zihan Liu ... Oleksii Kuchaiev Yue Liu Chaowei Xiao Anima Anandkumar Bryan Catanzaro RALM 98 59 0 13 Apr 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 135 550 0 13 Apr 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei Junwen Bai Siddhartha Brahma Joshua Ainslie Kenton Lee ... Vincent Zhao Yuexin Wu Yue Liu Yu Zhang Ming-Wei Chang BDL AI4CE 104 63 0 11 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 158 273 0 04 Apr 2023
RPTQ: Reorder-based Post-training Quantization for Large Language Models Zhihang Yuan Lin Niu Jia-Wen Liu Wenyu Liu Xinggang Wang Yuzhang Shang Guangyu Sun Qiang Wu Jiaxiang Wu Bingzhe Wu MQ 151 89 0 03 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 246 853 0 30 Mar 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 119 201 0 29 Mar 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 56 4 0 22 Mar 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Kaihang Pan Juncheng Billy Li Hongye Song Jun Lin Xiaozhong Liu Siliang Tang OffRL 104 13 0 22 Mar 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 61 64 0 20 Mar 2023
Trained on 100 million words and still in shape: BERT meets British National Corpus David Samuel Andrey Kutuzov Lilja Øvrelid Erik Velldal 101 32 0 17 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation Daixuan Cheng Shaohan Huang Junyu Bi Yu-Wei Zhan Jianfeng Liu Yujing Wang Hao Sun Furu Wei Denvy Deng Qi Zhang RALM LRM 86 69 0 15 Mar 2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust Mrigank Raman Pratyush Maini J. Zico Kolter Zachary Chase Lipton Danish Pruthi AAML 71 17 0 13 Mar 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning Xianjun Yang Wei Cheng Xujiang Zhao Wenchao Yu Linda R. Petzold Haifeng Chen VLM 115 16 0 06 Mar 2023