RACE: Large-scale ReAding Comprehension Dataset From Examinations

15 April 2017

Papers citing "RACE: Large-scale ReAding Comprehension Dataset From Examinations"

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Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 58 4 0 08 Jan 2025
HuRef: HUman-REadable Fingerprint for Large Language Models Boyi Zeng Cheng Zhou Yuncong Hu Yi Xu Chenghu Zhou X. Wang Yu Yu Zhouhan Lin 52 9 0 08 Jan 2025
Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining Steven Feng Shrimai Prabhumoye Kezhi Kong Dan Su M. Patwary M. Shoeybi Bryan Catanzaro 72 2 0 18 Dec 2024
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning Lulu Zhao Weihao Zeng Xiaofeng Shi Hua Zhou MoMe MoE 78 0 0 12 Dec 2024
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Tian Yu Shaolei Zhang Yang Feng RALM 3DV AIFin LRM 79 8 0 29 Nov 2024
Learning from "Silly" Questions Improves Large Language Models, But Only Slightly Tingyuan Zhu Shudong Liu Yidong Wang Derek F. Wong Han Yu T. Shinozaki Jindong Wang ALM LRM 77 0 0 21 Nov 2024
SlideSpawn: An Automatic Slides Generation System for Research Publications Keshav Kumar Ravindranath Chowdary 75 0 0 20 Nov 2024
MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language Models Jianhong Tu Zhuohao Ni Nicholas Crispino Zihao Yu Michael Bendersky ... Ruoxi Jia Xin Liu Lingjuan Lyu Dawn Song Chenguang Wang VLM MLLM 51 0 0 15 Nov 2024
Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions Yutao Hou Yajing Luo Zhiwen Ruan H. Wang Weifeng Ge Y. Chen Guanhua Chen ELM 42 0 0 15 Nov 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 62 47 1 15 Nov 2024
Crystal: Illuminating LLM Abilities on Language and Code Tianhua Tao Junbo Li Bowen Tan Hongyi Wang William Marshall ... Joel Hestness Natalia Vassilieva Zhiqiang Shen Eric P. Xing Zhengzhong Liu 47 4 0 06 Nov 2024
LASER: Attention with Exponential Transformation Sai Surya Duvvuri Inderjit Dhillon 35 1 0 05 Nov 2024
VERITAS: A Unified Approach to Reliability Evaluation Rajkumar Ramamurthy Meghana Arakkal Rajeev Oliver Molenschot James Y. Zou Nazneen Rajani HILM 47 1 0 05 Nov 2024
AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis Zichen Song Yuxin Wu Sitan Huang Zhongfeng Kang 14 1 0 04 Nov 2024
Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations Evan Miller ELM 21 19 0 01 Nov 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 60 6 0 31 Oct 2024
Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning Aosong Feng Rex Ying Leandros Tassiulas 27 2 0 28 Oct 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 28 2 0 24 Oct 2024
Taipan: Efficient and Expressive State Space Language Models with Selective Attention Chien Van Nguyen Huy Huu Nguyen Thang M. Pham Ruiyi Zhang Hanieh Deilamsalehy ... Ryan A. Rossi Trung Bui Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen Mamba RALM 29 1 0 24 Oct 2024
KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing Yifei Yang Zouying Cao Qiguang Chen L. Qin Dongjie Yang Hai Zhao Zhi Chen 28 5 0 24 Oct 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min-Bin Lin Chongxuan Li AI4CE 50 13 0 24 Oct 2024
Stick-breaking Attention Shawn Tan Yikang Shen Songlin Yang Aaron C. Courville Rameswar Panda 30 4 0 23 Oct 2024
Large Language Models Still Exhibit Bias in Long Text Wonje Jeung Dongjae Jeon Ashkan Yousefpour Jonghyun Choi ALM 29 2 0 23 Oct 2024
Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing Method Jiayi Lin Chenyang Zhang Haibo Tong Dongyu Zhang Qingqing Hong Bingxuan Hou Junli Wang 26 0 0 22 Oct 2024
DEAN: Deactivating the Coupled Neurons to Mitigate Fairness-Privacy Conflicts in Large Language Models Chen Qian Dongrui Liu Jie Zhang Yong Liu Jing Shao 37 1 0 22 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 53 0 0 22 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 25 3 0 19 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 37 0 0 17 Oct 2024
Prompt Compression for Large Language Models: A Survey Zongqian Li Yinhong Liu Yixuan Su Nigel Collier MQ 50 10 0 16 Oct 2024
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs Syeda Nahida Akter Shrimai Prabhumoye John Kamalu S. Satheesh Eric Nyberg M. Patwary M. Shoeybi Bryan Catanzaro LRM SyDa ReLM 98 1 0 15 Oct 2024
AMPO: Automatic Multi-Branched Prompt Optimization Sheng Yang Yurong Wu Yan Gao Zineng Zhou Bin Benjamin Zhu ... Anbang Hu Yuan Fang Yunsong Li Junyan Chen Linjun Yang LLMAG 119 2 0 11 Oct 2024
Scaling Laws for Predicting Downstream Performance in LLMs Yangyi Chen Binxuan Huang Yifan Gao Zhengyang Wang Jingfeng Yang Heng Ji LRM 43 8 0 11 Oct 2024
Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining Tianyi Bai Ling Yang Zhen Hao Wong Jiahui Peng Xinlin Zhuang ... Lijun Wu Jiantao Qiu Wentao Zhang Binhang Yuan Conghui He LLMAG 23 4 0 10 Oct 2024
Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning Abhinav Bandari L. Yin Cheng-Yu Hsieh Ajay Kumar Jaiswal Tianlong Chen Li Shen Ranjay Krishna Shiwei Liu 31 6 0 09 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 84 1 0 09 Oct 2024
Chip-Tuning: Classify Before Language Models Say Fangwei Zhu Dian Li Jiajun Huang Gang Liu Hui Wang Zhifang Sui 27 0 0 09 Oct 2024
ESPACE: Dimensionality Reduction of Activations for Model Compression Charbel Sakr Brucek Khailany 31 3 0 07 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 145 0 0 07 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 44 0 0 06 Oct 2024
ProcBench: Benchmark for Multi-Step Reasoning and Following Procedure Ippei Fujisawa Sensho Nobe Hiroki Seto Rina Onda Yoshiaki Uchida Hiroki Ikoma Pei-Chun Chien Ryota Kanai LRM 42 3 0 04 Oct 2024
Truth or Deceit? A Bayesian Decoding Game Enhances Consistency and Reliability Weitong Zhang Chengqi Zang Bernhard Kainz 31 0 0 01 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 112 16 0 30 Sep 2024
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination Eva Sánchez Salido Roser Morante Julio Gonzalo Guillermo Marco Jorge Carrillo-de-Albornoz ... Enrique Amigó Andrés Fernández Alejandro Benito-Santos Adrián Ghajari Espinosa Victor Fresno ELM 48 0 0 19 Sep 2024
SFR-RAG: Towards Contextually Faithful LLMs Xuan-Phi Nguyen Shrey Pandit Senthil Purushwalkam Austin Xu Hailin Chen Yifei Ming Zixuan Ke Silvio Savarese Caiming Xong Shafiq Joty RALM 88 7 0 16 Sep 2024
Active Learning to Guide Labeling Efforts for Question Difficulty Estimation Arthur Thuy Ekaterina Loginova Dries F. Benoit 19 1 0 14 Sep 2024
The representation landscape of few-shot learning and fine-tuning in large language models Diego Doimo Alessandro Serra A. Ansuini Alberto Cazzaniga 90 4 0 05 Sep 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models Yuncheng Yang Yulei Qin Tong Wu Zihan Xu Gang Li ... Yuchen Shi Ke Li Xing Sun Jie Yang Yun Gu ALM OffRL MoE 52 0 0 28 Aug 2024
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough Konstantin Dobler Gerard de Melo 50 1 0 28 Aug 2024
Flexora: Flexible Low Rank Adaptation for Large Language Models Chenxing Wei Yao Shu Ying Tiffany He Fei Richard Yu AI4CE 29 3 0 20 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 37 0 0 04 Aug 2024