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
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension Fangyun Wei Xi Chen Linzi Luo ELM ALM LRM 63 8 0 12 Mar 2024
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery Linan Yue Qi Liu Yichao Du Li Wang Weibo Gao Yanqing An 82 5 0 12 Mar 2024
FrameQuant: Flexible Low-Bit Quantization for Transformers Harshavardhan Adepu Zhanpeng Zeng Li Zhang Vikas Singh MQ 55 8 0 10 Mar 2024
Concept-aware Data Construction Improves In-context Learning of Language Models Michal Štefánik Marek Kadlcík Petr Sojka 92 1 0 08 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 313 576 0 07 Mar 2024
Many-Objective Multi-Solution Transport Ziyue Li Tian Li Virginia Smith Jeff Bilmes Dinesh Manocha 85 3 0 06 Mar 2024
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect Xin Men Mingyu Xu Qingyu Zhang Bingning Wang Hongyu Lin Yaojie Lu Xianpei Han Weipeng Chen 117 141 0 06 Mar 2024
SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models Xiang Gao Jiaxin Zhang Lalla Mouatadid Kamalika Das 83 14 0 04 Mar 2024
IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact Ruikang Liu Haoli Bai Haokun Lin Yuening Li Han Gao Zheng-Jun Xu Lu Hou Jun Yao Chun Yuan MQ 84 32 0 02 Mar 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu 98 5 0 02 Mar 2024
ATP: Enabling Fast LLM Serving via Attention on Top Principal Keys Yue Niu Saurav Prakash Salman Avestimehr 51 1 0 01 Mar 2024
Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap Saurabh Srivastava B. AnnaroseM V. AntoP Shashank Menon Ajay Sukumar T. AdwaithSamod Alan Philipose Stevin Prince Sooraj Thomas ELM ReLM LRM 79 56 0 29 Feb 2024
When does word order matter and when doesn't it? Xuanda Chen T. O'Donnell Siva Reddy 92 1 0 29 Feb 2024
Learning to Compress Prompt in Natural Language Formats Yu-Neng Chuang Tianwei Xing Chia-Yuan Chang Zirui Liu Xun Chen Helen Zhou 86 20 0 28 Feb 2024
FlattenQuant: Breaking Through the Inference Compute-bound for Large Language Models with Per-tensor Quantization Yi Zhang Fei Yang Shuang Peng Fangyu Wang Aimin Pan MQ 71 2 0 28 Feb 2024
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Shuming Ma Hongyu Wang Lingxiao Ma Lei Wang Wenhui Wang Shaohan Huang Lifeng Dong Ruiping Wang Jilong Xue Furu Wei MQ 95 234 0 27 Feb 2024
Massive Activations in Large Language Models Mingjie Sun Xinlei Chen J. Zico Kolter Zhuang Liu 126 81 0 27 Feb 2024
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models Wei He Kai Han Yehui Tang Chengcheng Wang Yujie Yang Tianyu Guo Yunhe Wang Mamba 121 26 0 26 Feb 2024
SportQA: A Benchmark for Sports Understanding in Large Language Models Haotian Xia Zhengbang Yang Yuqing Wang Rhys Tracy Yun Zhao Dongdong Huang Zezhi Chen Yan Zhu Yuan-fang Wang Weining Shen 78 10 0 24 Feb 2024
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning Yong Liu Zirui Zhu Chaoyu Gong Minhao Cheng Cho-Jui Hsieh Yang You MoE 81 23 0 24 Feb 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning Zhisheng Lin Han Fu Chenghao Liu Zhuo Li Jianling Sun MoE MoMe 47 6 0 23 Feb 2024
GPTVQ: The Blessing of Dimensionality for LLM Quantization M. V. Baalen Andrey Kuzmin Ivan Koryakovskiy Markus Nagel Peter Couperus Cédric Bastoul E. Mahurin Tijmen Blankevoort Paul N. Whatmough MQ 108 35 0 23 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Zechun Liu Changsheng Zhao Forrest N. Iandola Chen Lai Yuandong Tian ... Ernie Chang Yangyang Shi Raghuraman Krishnamoorthi Liangzhen Lai Vikas Chandra ALM 137 102 0 22 Feb 2024
Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models Seungduk Kim Seungtaek Choi Myeongho Jeong 78 7 0 22 Feb 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond Xinyu Wang Hainiu Xu Lin Gui Yulan He MoMe AIFin 112 1 0 22 Feb 2024
Do LLMs Implicitly Determine the Suitable Text Difficulty for Users? Seiji Gobara Hidetaka Kamigaito Taro Watanabe 79 4 0 22 Feb 2024
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe Ningyu Xu Qi Zhang Menghan Zhang Peng Qian Xuanjing Huang LRM 124 3 0 22 Feb 2024
Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization Xuxi Chen Zhendong Wang Daouda Sow Junjie Yang Tianlong Chen Yingbin Liang Mingyuan Zhou Zhangyang Wang 88 7 0 22 Feb 2024
FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing Xiao-Yang Liu Jie Zhang Guoxuan Wang Weiqin Tong Anwar Elwalid 68 4 0 21 Feb 2024
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models Chenyang Song Xu Han Zhengyan Zhang Shengding Hu Xiyu Shi ... Chen Chen Zhiyuan Liu Guanglin Li Tao Yang Maosong Sun 157 32 0 21 Feb 2024
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models Tongxu Luo Jiahe Lei Fangyu Lei Weihao Liu Shizhu He Jun Zhao Kang Liu MoE ALM 84 29 0 20 Feb 2024
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts Hao Zhao Zihan Qiu Huijia Wu Zili Wang Zhaofeng He Jie Fu MoE 124 13 0 20 Feb 2024
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Branislav Pecher Ivan Srba Maria Bielikova ALM 100 8 0 20 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning Zhihao Wen Jie Zhang Yuan Fang MoE 75 3 0 19 Feb 2024
Head-wise Shareable Attention for Large Language Models Zouying Cao Yifei Yang Hai Zhao 61 4 0 19 Feb 2024
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding Hanling Yi Feng-Huei Lin Hongbin Li Peiyang Ning Xiaotian Yu Rong Xiao LRM 80 13 0 19 Feb 2024
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Peng Xu Wenqi Shao Mengzhao Chen Shitao Tang Kai-Chuang Zhang Peng Gao Fengwei An Yu Qiao Ping Luo MoE 116 32 0 18 Feb 2024
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation Siyuan Wang Zhuohan Long Zhihao Fan Zhongyu Wei Xuanjing Huang LLMAG 99 38 0 18 Feb 2024
OneBit: Towards Extremely Low-bit Large Language Models Yuzhuang Xu Xu Han Zonghan Yang Shuo Wang Qingfu Zhu Zhiyuan Liu Weidong Liu Wanxiang Che MQ 117 46 0 17 Feb 2024
LaCo: Large Language Model Pruning via Layer Collapse Yifei Yang Zouying Cao Hai Zhao 90 63 0 17 Feb 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 49 0 0 17 Feb 2024
Contrastive Instruction Tuning Tianyi Yan Fei Wang James Y. Huang Wenxuan Zhou Fan Yin Aram Galstyan Wenpeng Yin Muhao Chen ALM 58 6 0 17 Feb 2024
Language Models as Science Tutors Alexis Chevalier Jiayi Geng Alexander Wettig Howard Chen Sebastian Mizera ... Jiatong Yu Jun-Jie Zhu Z. Ren Sanjeev Arora Danqi Chen ELM 72 13 0 16 Feb 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence Weixiang Zhao Zhuojun Li Shilong Wang Yang Wang Yulin Hu Yanyan Zhao Chen Wei Bing Qin 108 5 0 15 Feb 2024
NutePrune: Efficient Progressive Pruning with Numerous Teachers for Large Language Models Shengrui Li Junzhe Chen Xueting Han Jing Bai 81 6 0 15 Feb 2024
How to Train Data-Efficient LLMs Noveen Sachdeva Benjamin Coleman Wang-Cheng Kang Jianmo Ni Lichan Hong Ed H. Chi James Caverlee Julian McAuley D. Cheng 93 64 0 15 Feb 2024
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HiRE: High Recall Approximate Top- $k$ Estimation for Efficient LLM Inference Yashas Samaga Varun Yerram Chong You Srinadh Bhojanapalli Sanjiv Kumar Prateek Jain Praneeth Netrapalli 79 5 0 14 Feb 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 88 3 0 13 Feb 2024
Plausible Extractive Rationalization through Semi-Supervised Entailment Signal Yeo Wei Jie Ranjan Satapathy Min Zhang 62 6 0 13 Feb 2024