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
MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts Xi Lin Akshat Shrivastava Liang Luo Srinivasan Iyer Mike Lewis Gargi Gosh Luke Zettlemoyer Armen Aghajanyan MoE 113 23 0 31 Jul 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 83 4 0 31 Jul 2024
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training Weiyu Huang Yuezhou Hu Guohao Jian Jun Zhu Jianfei Chen 107 8 0 30 Jul 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip Torr Dawn Song Kai Shu KELM 144 15 0 29 Jul 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 148 3 0 27 Jul 2024
Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining Jianwei Li Yijun Dong Qi Lei 103 6 0 26 Jul 2024
Enhancing Agent Learning through World Dynamics Modeling Zhiyuan Sun Haochen Shi Marc-Alexandre Côté Glen Berseth Xingdi Yuan Bang Liu 94 4 0 25 Jul 2024
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance Ao Shen Qiang Wang Zhiquan Lai Xionglve Li Dongsheng Li ALM MQ 54 1 0 24 Jul 2024
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering Preslav Nakov Tairan Wang Taicheng Guo Kehan Guo Juexiao Zhou Haoyang Li Mingchen Zhuge Jürgen Schmidhuber Xin Gao Xiangliang Zhang 95 3 0 24 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 127 10 0 23 Jul 2024
A deeper look at depth pruning of LLMs Shoaib Ahmed Siddiqui Xin Dong Greg Heinrich Thomas Breuel Jan Kautz David M. Krueger Pavlo Molchanov 74 11 0 23 Jul 2024
ALLaM: Large Language Models for Arabic and English M Saiful Bari Yazeed Alnumay Norah A. Alzahrani Nouf M. Alotaibi H. A. Alyahya ... Jeril Kuriakose Abdalghani Abujabal Nora Al-Twairesh Areeb Alowisheq Haidar Khan 68 17 0 22 Jul 2024
Compensate Quantization Errors+: Quantized Models Are Inquisitive Learners Yifei Gao Jie Ou Lei Wang Fanhua Shang Jaji Wu MQ 94 0 0 22 Jul 2024
Longhorn: State Space Models are Amortized Online Learners Bo Liu Rui Wang Lemeng Wu Yihao Feng Peter Stone Qian Liu 119 14 0 19 Jul 2024
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Chaofan Tao Qian Liu Longxu Dou Niklas Muennighoff Zhongwei Wan Ping Luo Min Lin Ngai Wong PILM 128 54 0 18 Jul 2024
Reconstruct the Pruned Model without Any Retraining Pingjie Wang Ziqing Fan Shengchao Hu Zhe Chen Yanfeng Wang Yu Wang 82 2 0 18 Jul 2024
MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models Hongrong Cheng Miao Zhang J. Q. Shi 105 3 0 16 Jul 2024
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices Jung Hyun Lee Jeonghoon Kim J. Yang S. Kwon Eunho Yang Kang Min Yoo Dongsoo Lee MQ 138 3 0 16 Jul 2024
Evaluating Large Language Models with fmeval Pola Schwöbel Luca Franceschi Muhammad Bilal Zafar Keerthan Vasist Aman Malhotra Tomer Shenhar Pinal Tailor Pinar Yilmaz Michael Diamond Michele Donini LM&MA ELM 106 3 0 15 Jul 2024
Bilingual Adaptation of Monolingual Foundation Models Gurpreet Gosal Yishi Xu Gokul Ramakrishnan Rituraj Joshi Avraham Sheinin ... Rahul Pal Parvez Mullah Soundar Doraiswamy Mohamed El Karim Chami Preslav Nakov CLL 105 3 0 13 Jul 2024
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts Zhenpeng Su Zijia Lin Xue Bai Xing Wu Yizhe Xiong ... Guangyuan Ma Hui Chen Guiguang Ding Wei Zhou Songlin Hu MoE 93 5 0 13 Jul 2024
Low-Rank Interconnected Adaptation across Layers Yibo Zhong Jinman Zhao Yao Zhou OffRL MoE 114 1 0 13 Jul 2024
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting Sanchit Ahuja Kumar Tanmay Hardik Hansrajbhai Chauhan Barun Patra Kriti Aggarwal ... Tejas I. Dhamecha Ahmed Awadallah Monojit Choudhary Vishrav Chaudhary Sunayana Sitaram 85 4 0 13 Jul 2024
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts Zeliang Zhang Xiaodong Liu Hao Cheng Chenliang Xu Jianfeng Gao MoE 163 11 0 12 Jul 2024
SoupLM: Model Integration in Large Language and Multi-Modal Models Yue Bai Zichen Zhang Jiasen Lu Yun Fu MoMe 59 1 0 11 Jul 2024
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization Xijie Huang Zechun Liu Shih-yang Liu Kwang-Ting Cheng MQ 91 9 0 10 Jul 2024
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models Mengzhao Chen Wenqi Shao Peng Xu Jiahao Wang Peng Gao Kaipeng Zhang Ping Luo MQ 154 35 0 10 Jul 2024
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation Liqun Ma Mingjie Sun Zhiqiang Shen 83 9 0 09 Jul 2024
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations Bowen Shen Zheng Lin Daren Zha Wei Liu Jian Luan Bin Wang Weiping Wang 124 2 0 08 Jul 2024
LLMBox: A Comprehensive Library for Large Language Models Tianyi Tang Yiwen Hu Bingqian Li Wenyang Luo Zijing Qin ... Chunxuan Xia Junyi Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen 62 2 0 08 Jul 2024
On scalable oversight with weak LLMs judging strong LLMs Zachary Kenton Noah Y. Siegel János Kramár Jonah Brown-Cohen Samuel Albanie ... Rishabh Agarwal David Lindner Yunhao Tang Noah D. Goodman Rohin Shah ELM 108 36 0 05 Jul 2024
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking Xingrun Xing Boyan Gao Zheng Zhang David A. Clifton Shitao Xiao Li Du Guoqi Li Jiajun Zhang 149 6 0 05 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq Joty Jimmy Huang ELM ALM 105 41 0 04 Jul 2024
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment Janghwan Lee Seongmin Park S. Hong Minsoo Kim Du-Seong Chang Jungwook Choi 44 6 0 03 Jul 2024
WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models Kangyun Ning Yisong Su Xueqiang Lv Yuanzhe Zhang Jian Liu Kang Liu Jinan Xu ELM LLMAG 78 3 0 02 Jul 2024
GemmAr: Enhancing LLMs Through Arabic Instruction-Tuning Hasna Chouikhi Manel Aloui Cyrine Ben Hammou Ghaith Chaabane Haithem Kchaou Chehir Dhaouadi 67 0 0 02 Jul 2024
Calibrated Large Language Models for Binary Question Answering Patrizio Giovannotti Alexander Gammerman 55 1 0 01 Jul 2024
FoldGPT: Simple and Effective Large Language Model Compression Scheme Songwei Liu Chao Zeng Lianqiang Li Chenqian Yan Lean Fu Xing Mei Fangmin Chen 86 5 0 01 Jul 2024
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring Jiazheng Li Hainiu Xu ZHAOYUE SUN Yuxiang Zhou David West Cesare Aloisi Yulan He LRM 69 4 0 28 Jun 2024
YuLan: An Open-source Large Language Model Yutao Zhu Kun Zhou Kelong Mao Wentong Chen Yiding Sun ... Wenbing Huang Ze-Feng Gao Yueguo Chen Weizheng Lu Ji-Rong Wen ALM ELM 62 1 0 28 Jun 2024
Data Generation Using Large Language Models for Text Classification: An Empirical Case Study Yinheng Li Rogerio Bonatti Sara Abdali Justin Wagle K. Koishida SyDa 91 7 0 27 Jun 2024
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models Shouchang Guo Sonam Damani Keng-hao Chang VLM 51 1 0 27 Jun 2024
OutlierTune: Efficient Channel-Wise Quantization for Large Language Models Jinguang Wang Yuexi Yin Haifeng Sun Qi Qi Jingyu Wang Zirui Zhuang Tingting Yang Jianxin Liao 76 2 0 27 Jun 2024
DataGen: Unified Synthetic Dataset Generation via Large Language Models Yue Huang Siyuan Wu Chujie Gao Dongping Chen Qihui Zhang ... Tianyi Zhou Xiangliang Zhang Jianfeng Gao Chaowei Xiao Lichao Sun SyDa 118 20 0 27 Jun 2024
Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors Vikas Yadav Zheng Tang Vijay Srinivasan 99 11 0 24 Jun 2024
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs Ashwinee Panda Berivan Isik Xiangyu Qi Sanmi Koyejo Tsachy Weissman Prateek Mittal MoMe 137 16 0 24 Jun 2024
Scaling Laws for Linear Complexity Language Models Xuyang Shen Dong Li Ruitao Leng Zhen Qin Weigao Sun Yiran Zhong LRM 76 8 0 24 Jun 2024
Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other Yifei Gao Jie Ou Lei Wang Yuting Xiao Zhiyuan Xiang Ruiting Dai Jun Cheng MQ 54 3 0 24 Jun 2024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging Deyuan Liu Zhan Qin Han Wang Zhao Yang Zecheng Wang ... Zhao Lv Zhiying Tu Dianhui Chu Bo Li Dianbo Sui 116 2 0 24 Jun 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 119 5 0 24 Jun 2024