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"

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Title
MergeBench: A Benchmark for Merging Domain-Specialized LLMs Yifei He Siqi Zeng Yuzheng Hu Rui Yang Tong Zhang Han Zhao MoMe ALM 24 0 0 16 May 2025
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Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models Camille Couturier Spyros Mastorakis Haiying Shen Saravan Rajmohan Victor Rühle KELM 17 0 0 16 May 2025
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Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 36 0 0 12 May 2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Kai Hua Steven Wu Ge Zhang Ke Shen LRM 28 0 0 12 May 2025
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The Distracting Effect: Understanding Irrelevant Passages in RAG Chen Amiraz Florin Cuconasu Simone Filice Zohar Karnin 34 0 0 11 May 2025
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Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM Zehao Fan Garrett Gagnon Zhenyu Liu Liu Liu 29 0 0 09 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Hao Sun Zile Qiao Jiayan Guo Xuanbo Fan Yingyan Hou Yong Jiang Pengjun Xie Yan Zhang Fei Huang Jingren Zhou OffRL 64 2 0 07 May 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself Maria Marina Nikolay Ivanov Sergey Pletenev Mikhail Salnikov Daria Galimzianova Nikita Krayko Vasily Konovalov Alexander Panchenko Viktor Moskvoretskii RALM 44 0 0 07 May 2025
A Reasoning-Focused Legal Retrieval Benchmark Lucia Zheng Neel Guha Javokhir Arifov Sarah Zhang Michal Skreta Christopher D. Manning Peter Henderson Daniel E. Ho AILaw RALM ELM 102 3 0 06 May 2025
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code Kazuki Fujii Yukito Tajima Sakae Mizuki Hinari Shimada Taihei Shiotani ... Kakeru Hattori Youmi Ma Hiroya Takamura Rio Yokota Naoaki Okazaki SyDa 54 0 0 05 May 2025
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering Jihao Zhao Chunlai Zhou Biao Qin 55 0 0 05 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 86 2 0 01 May 2025
OET: Optimization-based prompt injection Evaluation Toolkit Jinsheng Pan Xiaogeng Liu Chaowei Xiao AAML 71 0 0 01 May 2025
EnronQA: Towards Personalized RAG over Private Documents Michael J. Ryan Danmei Xu Chris Nivera Daniel Campos SILM 69 0 0 01 May 2025
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding Trilok Padhi R. Kaur Adam D. Cobb Manoj Acharya Anirban Roy Colin Samplawski Brian Matejek Alexander M. Berenbeim Nathaniel D. Bastian Susmit Jha 28 0 0 30 Apr 2025
Computational Reasoning of Large Language Models Haitao Wu Zongbo Han Joey Tianyi Zhou Huaxi Huang Changqing Zhang ELM LRM 62 0 0 29 Apr 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 56 0 0 29 Apr 2025
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction Yuxiao Chen Haoran Li Yuan Sui Yi Liu Yufei He Yangqiu Song Bryan Hooi AAML SILM 63 0 0 29 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek Sung Ju Hwang 54 1 0 29 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying C. Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 50 0 0 27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 91 2 0 26 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 94 0 0 25 Apr 2025
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 92 1 0 24 Apr 2025
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining Fengze Liu Weidong Zhou Binbin Liu Zhimiao Yu Yifan Zhang ... Yifeng Yu Bingni Zhang Xiaohuan Zhou Taifeng Wang Yong Cao 66 1 0 23 Apr 2025
aiXamine: Simplified LLM Safety and Security Fatih Deniz Dorde Popovic Yazan Boshmaf Euisuh Jeong M. Ahmad Sanjay Chawla Issa M. Khalil ELM 80 0 0 21 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 70 15 1 14 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 35 0 0 14 Apr 2025
Alleviating the Fear of Losing Alignment in LLM Fine-tuning Kang Yang Guanhong Tao X. Chen Jun Xu 36 0 0 13 Apr 2025
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization Qingyang Zhang Haitao Wu Changqing Zhang Peilin Zhao Yatao Bian ReLM LRM 87 3 0 08 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 39 0 0 05 Apr 2025
VocalNet: Speech LLM with Multi-Token Prediction for Faster and High-Quality Generation Yuhao Wang Heyang Liu Ziyang Cheng Ronghua Wu Qunshan Gu Yanfeng Wang Yu Wang 187 0 0 05 Apr 2025
Safe Screening Rules for Group OWL Models Runxue Bao Quanchao Lu Yanfu Zhang 41 0 0 04 Apr 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 53 1 0 18 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 77 2 0 18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
SuperBPE: Space Travel for Language Models Alisa Liu J. Hayase Valentin Hofmann Sewoong Oh Noah A. Smith Yejin Choi 51 3 0 17 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 184 0 0 14 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani J. Han RALM ReLM KELM OffRL AI4TS LRM 84 29 0 12 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 86 2 0 03 Mar 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Y. Zhang Yinpeng Dong Hang Su HILM KELM 230 0 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 94 1 0 26 Feb 2025
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods Nicola Cecere Andrea Bacciu Ignacio Fernández Tobías Amin Mantrach 66 1 0 25 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 71 0 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 76 4 0 24 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 47 0 0 22 Feb 2025