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
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration Zhongzhi Yu Zheng Wang Yonggan Fu Huihong Shi Khalid Shaikh Yingyan Celine Lin 118 25 0 22 Jun 2024
RankAdaptor: Hierarchical Dynamic Low-Rank Adaptation for Structural Pruned LLMs Changhai Zhou Shijie Han Shiyang Zhang Shichao Weng Zekai Liu Cheng Jin 77 1 0 22 Jun 2024
Sports Intelligence: Assessing the Sports Understanding Capabilities of Language Models through Question Answering from Text to Video Zhengbang Yang Haotian Xia Jingxi Li Zezhi Chen Zhuangdi Zhu Weining Shen ELM LRM 91 2 0 21 Jun 2024
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization Sungbin Shin Wonpyo Park Jaeho Lee Namhoon Lee 67 2 0 21 Jun 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Songlin Yang 79 15 0 21 Jun 2024
CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines Wenbo Sun Jiaqi Wang Qiming Guo Ziyu Li Wenlu Wang Rihan Hai 63 10 0 20 Jun 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners Daixuan Cheng Yuxian Gu Shaohan Huang Junyu Bi Minlie Huang Furu Wei SyDa 137 24 0 20 Jun 2024
Large Language Models are Skeptics: False Negative Problem of Input-conflicting Hallucination Jongyoon Song Sangwon Yu Sungroh Yoon HILM 65 4 0 20 Jun 2024
Improving Visual Commonsense in Language Models via Multiple Image Generation Guy Yariv Idan Schwartz Yossi Adi Sagie Benaim VLM LRM 48 0 0 19 Jun 2024
BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation Minchong Li Feng Zhou Xiaohui Song 56 3 0 19 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 85 1 0 19 Jun 2024
When Parts are Greater Than Sums: Individual LLM Components Can Outperform Full Models Ting-Yun Chang Jesse Thomason Robin Jia 110 5 0 19 Jun 2024
BoA: Attention-aware Post-training Quantization without Backpropagation Junhan Kim Ho-Young Kim Eulrang Cho Chungman Lee Joonyoung Kim Yongkweon Jeon MQ 119 0 0 19 Jun 2024
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Seyedarmin Azizi Souvik Kundu Massoud Pedram 54 9 0 18 Jun 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 80 1 0 18 Jun 2024
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models Tao Fan Yan Kang Weijing Chen Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 55 0 0 18 Jun 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models Dongwon Jo Taesu Kim Yulhwa Kim Jae-Joon Kim 124 5 0 18 Jun 2024
InternalInspector $I^2$ : Robust Confidence Estimation in LLMs through Internal States Mohammad Beigi Ying Shen Runing Yang Zihao Lin Qifan Wang Ankith Mohan Jianfeng He Ming Jin Chang-Tien Lu Lifu Huang HILM 78 10 0 17 Jun 2024
LiLiuM: eBay's Large Language Models for e-commerce Christian Herold Michael Kozielski Leonid Ekimov Pavel Petrushkov P. Vandenbussche Shahram Khadivi 90 3 0 17 Jun 2024
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs Yi Fang Moxin Li Wenjie Wang Hui Lin Fuli Feng LRM 121 8 0 17 Jun 2024
CodeGemma: Open Code Models Based on Gemma CodeGemma Team Heri Zhao Jeffrey Hui Joshua Howland Nam Nguyen ... Ale Jakse Hartman Bin Ni Kathy Korevec Kelly Schaefer Scott Huffman VLM 113 129 0 17 Jun 2024
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts Tong Zhu Daize Dong Xiaoye Qu Jiacheng Ruan Wenliang Chen Yu Cheng MoE 100 9 0 17 Jun 2024
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning Haoyu Wang Tianci Liu Ruirui Li Monica Cheng Tuo Zhao Jing Gao 62 11 0 16 Jun 2024
Mixture-of-Subspaces in Low-Rank Adaptation Taiqiang Wu Jiahao Wang Zhe Zhao Ngai Wong 142 27 0 16 Jun 2024
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training David Brandfonbrener Hanlin Zhang Andreas Kirsch Jonathan Richard Schwarz Sham Kakade 108 7 0 15 Jun 2024
GenQA: Generating Millions of Instructions from a Handful of Prompts Jiuhai Chen Rifaa Qadri Yuxin Wen Neel Jain John Kirchenbauer Dinesh Manocha Tom Goldstein ALM 154 24 0 14 Jun 2024
ECBD: Evidence-Centered Benchmark Design for NLP Yu Lu Liu Su Lin Blodgett Jackie Chi Kit Cheung Q. Vera Liao Alexandra Olteanu Ziang Xiao 91 12 0 13 Jun 2024
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning Hanqing Wang Zeguan Xiao Shuo Wang Guanhua Chen Guanhua Chen 104 27 0 13 Jun 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference Jiabao Ji Yujian Liu Yang Zhang Gaowen Liu Ramana Rao Kompella Sijia Liu Shiyu Chang KELM MU 137 37 0 12 Jun 2024
Large Language Models Must Be Taught to Know What They Don't Know Sanyam Kapoor Nate Gruver Manley Roberts Katherine Collins Arka Pal Umang Bhatt Adrian Weller Samuel Dooley Micah Goldblum Andrew Gordon Wilson 108 25 0 12 Jun 2024
OLMES: A Standard for Language Model Evaluations Yuling Gu Oyvind Tafjord Bailey Kuehl Dany Haddad Jesse Dodge Hannaneh Hajishirzi ELM 127 20 0 12 Jun 2024
Paraphrasing in Affirmative Terms Improves Negation Understanding MohammadHossein Rezaei Eduardo Blanco 77 2 0 11 Jun 2024
TernaryLLM: Ternarized Large Language Model Tianqi Chen Zhe Li Weixiang Xu Zeyu Zhu Dong Li Lu Tian E. Barsoum Peisong Wang Jian Cheng 66 7 0 11 Jun 2024
Effectively Compress KV Heads for LLM Hao Yu Zelan Yang Shen Li Yong Li Jianxin Wu MQ VLM 61 16 0 11 Jun 2024
MoreauPruner: Robust Pruning of Large Language Models against Weight Perturbations Zixiao Wang Jingwei Zhang Wenqian Zhao Farzan Farnia Bei Yu AAML 71 3 0 11 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 180 69 0 11 Jun 2024
Low-Rank Quantization-Aware Training for LLMs Yelysei Bondarenko Riccardo Del Chiaro Markus Nagel MQ 77 14 0 10 Jun 2024
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models Zichun Yu Spandan Das Chenyan Xiong 121 37 0 10 Jun 2024
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization Haoran You Yipin Guo Yichao Fu Wei Zhou Huihong Shi Xiaofan Zhang Souvik Kundu Amir Yazdanbakhsh Y. Lin KELM 115 11 0 10 Jun 2024
SuperPos-Prompt: Enhancing Soft Prompt Tuning of Language Models with Superposition of Multi Token Embeddings MohammadAli SadraeiJavaeri Ehsaneddin Asgari A. Mchardy Hamid R. Rabiee VLM AAML 68 0 0 07 Jun 2024
Revisiting Catastrophic Forgetting in Large Language Model Tuning Hongyu Li Liang Ding Meng Fang Dacheng Tao CLL KELM 84 19 0 07 Jun 2024
BERTs are Generative In-Context Learners David Samuel 85 8 0 07 Jun 2024
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning Tianrong Zhang Zhaohan Xi Ting Wang Prasenjit Mitra Jinghui Chen AAML SILM 77 2 0 06 Jun 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning Naibin Gu Peng Fu Xiyu Liu Bowen Shen Zheng Lin Weiping Wang 69 10 0 06 Jun 2024
Does your data spark joy? Performance gains from domain upsampling at the end of training Cody Blakeney Mansheej Paul Brett W. Larsen Sean Owen Jonathan Frankle 86 20 0 05 Jun 2024
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models Peijie Dong Lujun Li Zhenheng Tang Xiang Liu Xinglin Pan Qiang-qiang Wang Xiaowen Chu 153 33 0 05 Jun 2024
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity Wentao Guo Jikai Long Yimeng Zeng Zirui Liu Xinyu Yang ... Osbert Bastani Christopher De Sa Xiaodong Yu Beidi Chen Zhaozhuo Xu 93 21 0 05 Jun 2024
Xmodel-LM Technical Report Yichuan Wang Yang Liu Yu Yan Qun Wang Xucheng Huang Ling Jiang OSLM ALM 48 1 0 05 Jun 2024
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan Guoqiang Ma Yan Kang Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 106 12 0 04 Jun 2024
OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models Kerim Büyükakyüz AI4CE 71 7 0 03 Jun 2024