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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

9 May 2017

Luke Zettlemoyer

Papers citing "TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension"

50 / 1,823 papers shown

Title
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval Chien-Yu Lin Keisuke Kamahori Yiyu Liu Xiaoxiang Shi Madhav Kashyap ... Stephanie Wang Arvind Krishnamurthy Rohan Kadekodi Luis Ceze Baris Kasikci 3DV VLM 439 1 0 28 Feb 2025
A Survey of Uncertainty Estimation Methods on Large Language Models Zhiqiu Xia Jinxuan Xu Yuqian Zhang Hang Liu 109 3 0 28 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 106 0 0 27 Feb 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 111 1 0 26 Feb 2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization Taishi Nakamura Takuya Akiba Kazuki Fujii Yusuke Oda Rio Yokota Jun Suzuki MoMe MoE 134 2 0 26 Feb 2025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems Hao Peng Yunjia Qi Xiaozhi Wang Zijun Yao Bin Xu Lei Hou Juanzi Li ALM LRM 103 7 0 26 Feb 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 264 3 0 26 Feb 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Zhuocheng Zhang Yang Feng Min Zhang 137 1 0 25 Feb 2025
Uncertainty Quantification in Retrieval Augmented Question Answering Laura Perez-Beltrachini Mirella Lapata RALM 160 0 0 25 Feb 2025
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods Nicola Cecere Andrea Bacciu Ignacio Fernández Tobías Amin Mantrach 148 1 0 25 Feb 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts Mingyan Wu Zhenghao Liu Yukun Yan Xinze Li S. Yu Zheni Zeng Yu Gu Ge Yu RALM AI4TS LRM 91 2 0 25 Feb 2025
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective Chengyin Xu Kaiyuan Chen Xiao Li Ke Shen Chenggang Li OffRL 191 2 0 24 Feb 2025
Reasoning with Latent Thoughts: On the Power of Looped Transformers Nikunj Saunshi Nishanth Dikkala Zhiyuan Li Sanjiv Kumar Sashank J. Reddi OffRL LRM AI4CE 148 22 0 24 Feb 2025
Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction Tianpeng Li Qingbin Liu Tao Zhang Yuanbo Fang Zheng Liang ... Bin Cui Jianhua Xu Haoze Sun Guosheng Dong Xin Wu AuLLM 119 7 0 24 Feb 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home Viktor Moskvoretskii M. Lysyuk Mikhail Salnikov Nikolay Ivanov Sergey Pletenev Daria Galimzianova Nikita Krayko Vasily Konovalov Irina Nikishina Alexander Panchenko RALM 148 7 0 24 Feb 2025
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks Rylan Schaeffer Punit Singh Koura Binh Tang R. Subramanian Aaditya K. Singh ... Vedanuj Goswami Sergey Edunov Dieuwke Hupkes Sanmi Koyejo Sharan Narang ALM 156 1 0 24 Feb 2025
Hallucination Detection in LLMs Using Spectral Features of Attention Maps Jakub Binkowski Denis Janiak Albert Sawczyn Bogdan Gabrys Tomasz Kajdanowicz 169 1 0 24 Feb 2025
DBudgetKV: Dynamic Budget in KV Cache Compression for Ensuring Optimal Performance Xuanfan Ni Liyan Xu Chenyang Lyu Longyue Wang Mo Yu Lemao Liu Fandong Meng Jie Zhou Piji Li 120 0 0 24 Feb 2025
Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation Simin Chen Yiming Chen Zexin Li Yifan Jiang Zhongwei Wan ... Dezhi Ran Tianle Gu Haoyang Li Tao Xie Baishakhi Ray 97 6 0 23 Feb 2025
Can Indirect Prompt Injection Attacks Be Detected and Removed? Yulin Chen Haoran Li Yuan Sui Yufei He Yue Liu Yangqiu Song Bryan Hooi AAML 88 7 0 23 Feb 2025
A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models Jiahui Geng Qing Li Herbert Woisetschlaeger Zongxiong Chen Yansen Wang Preslav Nakov Preslav Nakov Hans-Arno Jacobsen Fakhri Karray MU 81 5 0 22 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 164 3 0 22 Feb 2025
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models Prasenjit Dey Srujana Merugu Sivaramakrishnan Kaveri HILM 50 0 0 22 Feb 2025
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores Jamshid Mozafari Abdelrahman Abdallah Bhawna Piryani Adam Jatowt 110 0 0 22 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 364 1 0 21 Feb 2025
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models Lior Belenki Alekh Agarwal Tianze Shi Kristina Toutanova MoE 99 0 0 21 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 190 3 0 21 Feb 2025
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data Shenglai Zeng Jiankun Zhang Pengfei He J. Ren Tianqi Zheng Hanqing Lu Han Xu Hui Liu Yue Xing Jiliang Tang 198 12 0 21 Feb 2025
Self-Taught Agentic Long Context Understanding Yufan Zhuang Xiaodong Yu Jialian Wu Xingwu Sun Zihan Wang Jiang Liu Yusheng Su Jingbo Shang Zicheng Liu Emad Barsoum LRM 89 0 0 21 Feb 2025
Neural Attention Search Difan Deng Marius Lindauer 146 0 0 21 Feb 2025
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation Pengcheng Huang Zhenghao Liu Yukun Yan Xiaoyuan Yi Hao Chen ... Maosong Sun Tong Xiao Ge Yu Ge Yu Chenyan Xiong 180 2 0 21 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 182 5 0 20 Feb 2025
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue Feiyuan Zhang D. Zhu James Ming Yilun Jin Di Chai Liu Yang Han Tian Zhaoxin Fan Kai Chen 187 2 0 20 Feb 2025
LESA: Learnable LLM Layer Scaling-Up Yifei Yang Zouying Cao Xinbei Ma Yao Yao L. Qin Zhongfu Chen Hai Zhao 179 0 0 20 Feb 2025
UPCORE: Utility-Preserving Coreset Selection for Balanced Unlearning Vaidehi Patil Elias Stengel-Eskin Joey Tianyi Zhou MU CLL 116 4 0 20 Feb 2025
Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection Yihao Xue Kristjan Greenewald Youssef Mroueh Baharan Mirzasoleiman HILM 96 3 0 20 Feb 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation Qitao Qin Yucong Luo Yihang Lu Zhibo Chu Xianwei Meng 56 0 0 19 Feb 2025
MoM: Linear Sequence Modeling with Mixture-of-Memories Jusen Du Weigao Sun Disen Lan Jiaxi Hu Yu Cheng KELM 162 5 0 19 Feb 2025
GneissWeb: Preparing High Quality Data for LLMs at Scale Hajar Emami-Gohari S. Kadhe Syed Yousaf Shah. Constantin Adam Abdulhamid A. Adebayo Praneet Adusumilli ... Issei Yoshida Syed Zawad Petros Zerfos Yi Zhou Bishwaranjan Bhattacharjee 70 1 0 19 Feb 2025
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs Minxuan Lv Zhenpeng Su Leiyu Pan Yizhe Xiong Zijia Lin ... Guiguang Ding Cheng Luo Di Zhang Kun Gai Songlin Hu MoE 120 0 0 18 Feb 2025
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths B. Chen Zirui Guo Zidan Yang Yuxiao Chen Junze Chen Zhenghao Liu C. Shi Cheng Yang 106 4 0 18 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Yongqian Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 96 4 0 18 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 267 2 0 18 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 128 2 0 18 Feb 2025
Can Your Uncertainty Scores Detect Hallucinated Entity? Min-Hsuan Yeh Max Kamachee Seongheon Park Yixuan Li HILM 152 3 0 17 Feb 2025
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs Kan Zhu Tian Tang Qinyu Xu Yile Gu Zhichen Zeng Rohan Kadekodi Liangyu Zhao Ang Li Arvind Krishnamurthy Baris Kasikci 110 4 0 17 Feb 2025
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control Jinyan Su Jennifer Healey Preslav Nakov Claire Cardie 3DV 117 1 0 17 Feb 2025
Revisiting Robust RAG: Do We Still Need Complex Robust Training in the Era of Powerful LLMs? Hanxing Ding Shuchang Tao Liang Pang Zihao Wei Liwei Chen Kun Xu Huawei Shen Xueqi Cheng 85 1 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 231 4 0 16 Feb 2025
Leveraging Uncertainty Estimation for Efficient LLM Routing Tuo Zhang Asal Mehradfar Dimitrios Dimitriadis Salman Avestimehr 147 1 0 16 Feb 2025