v1v2 (latest)

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
QuOTE: Question-Oriented Text Embeddings Andrew Neeser Kaylen Latimer Aadyant Khatri Chris Latimer Naren Ramakrishnan RALM 96 0 0 16 Feb 2025
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models Prateek Chhikara 90 3 0 16 Feb 2025
Lost in the Passage: Passage-level In-context Learning Does Not Necessarily Need a "Passage" Hao Sun Chenming Tang Gengyang Li Yunfang Wu AIMat 76 0 0 15 Feb 2025
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models Daniel Fleischer Moshe Berchansky Gad Markovits Moshe Wasserblat ReLM ELM LRM 160 0 0 13 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 360 7 0 12 Feb 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning Hai-Tao Zheng Haojing Huang Jiayi Kuang Yangning Li Shu Guo Chao Qu Jue Chen Hai-Tao Zheng Ying Shen Philip S. Yu CLL 111 5 0 11 Feb 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation Zican Dong Junyi Li Jinhao Jiang Mingyu Xu Wayne Xin Zhao Bin Wang Xin Wu VLM 375 5 0 11 Feb 2025
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection Yan Weng Fengbin Zhu Tong Ye Haoyan Liu Fuli Feng Tat-Seng Chua RALM 170 2 0 10 Feb 2025
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Guoxin Chen Minpeng Liao Peiying Yu Dingmin Wang Zile Qiao Chao Yang Xin Zhao Kai Fan 105 1 0 10 Feb 2025
Benchmarking Prompt Sensitivity in Large Language Models Amirhossein Razavi Mina Soltangheis Negar Arabzadeh Sara Salamat Morteza Zihayat Ebrahim Bagheri 118 6 0 09 Feb 2025
Delta - Contrastive Decoding Mitigates Text Hallucinations in Large Language Models Cheng Peng Huang Hao-Yuan Chen HILM 145 1 0 09 Feb 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations Ne Luo Aryo Pradipta Gema Xuanli He Emile van Krieken Pietro Lesci Pasquale Minervini LLMAG 156 2 0 09 Feb 2025
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models Zhiqiang Liu Chengtao Gan Junjie Wang Yanzhe Zhang Zhongpu Bo Mengshu Sun Ningyu Zhang Wen Zhang 128 2 0 08 Feb 2025
Knowledge Graph-Guided Retrieval Augmented Generation Xiangrong Zhu Yuexiang Xie Yi Liu Yaliang Li Wei Hu RALM 122 4 0 08 Feb 2025
Confidence Elicitation: A New Attack Vector for Large Language Models Brian Formento Chuan-Sheng Foo See-Kiong Ng AAML 274 0 0 07 Feb 2025
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture Sachin Kumar Rishi Gottimukkala Supriya Devidutta K. Spindler RALM KELM 3DV 106 0 0 07 Feb 2025
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation Qinhan Yu Zhiyou Xiao Binghui Li Zhengren Wang Chong Chen Wentao Zhang RALM VLM 267 1 0 06 Feb 2025
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective Yuan Feng Junlin Lv Yuhang Cao Xike Xie S.Kevin Zhou 141 2 0 06 Feb 2025
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers Nicole Cho William Watson AAML HILM 292 0 0 06 Feb 2025
$\Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents$ \Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents Ilia Karmanov A. Deshmukh Lukas Voegtle Philipp Fischer Kateryna Chumachenko ... Jarno Seppänen Jupinder Parmar Pritam Gundecha Andrew Tao Karan Sapra 137 1 0 06 Feb 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis Lin Yuan Jun Xu Honghao Gui Mengshu Sun Qing Cui Lei Liang Jun Zhou AI4CE 457 0 0 06 Feb 2025
Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models Jialiang Wu Yi Shen Sijia Liu Yi Tang Sen Song Xiaoyi Wang Longjun Cai 98 0 0 05 Feb 2025
ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization Zechun Liu Changsheng Zhao Hanxian Huang Sijia Chen Jing Zhang ... Yuandong Tian Bilge Soran Raghuraman Krishnamoorthi Tijmen Blankevoort Vikas Chandra MQ 172 10 0 04 Feb 2025
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs Yuhang Zhou Giannis Karamanolakis Victor Soto Anna Rumshisky Mayank Kulkarni Furong Huang Wei Ai Jianhua Lu MoMe 214 3 0 03 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Yuante Li Haoran Xie S. J. Qin 163 0 0 03 Feb 2025
Vision-centric Token Compression in Large Language Model Ling Xing Alex Jinpeng Wang Rui Yan Xiangbo Shu Jinhui Tang VLM 165 0 0 02 Feb 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 103 30 0 28 Jan 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 129 2 0 28 Jan 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 119 2 0 28 Jan 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 78 0 0 28 Jan 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Qingbin Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Guosheng Dong Xin Wu AuLLM 184 23 0 28 Jan 2025
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference Yuan Feng Junlin Lv Yukun Cao Xike Xie S. K. Zhou VLM 158 44 0 28 Jan 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 154 7 0 24 Jan 2025
A Collection of Question Answering Datasets for Norwegian Vladislav Mikhailov Petter Mæhlum Victoria Ovedie Chruickshank Langø Erik Velldal Lilja Øvrelid RALM 100 4 0 19 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 509 0 0 13 Jan 2025
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private Large Language Model Inference Wenxuan Zeng Ye Dong Jinjin Zhou Junming Ma Jin Tan Runsheng Wang Meng Li 106 0 0 12 Jan 2025
Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training Shahrad Mohammadzadeh Juan D. Guerra Marco Bonizzato Reihaneh Rabbany Golnoosh Farnadi HILM 100 0 0 08 Jan 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 95 1 0 06 Jan 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference Zhuomin He Yizhen Yao Pengfei Zuo Bin Gao Qinya Li Zhenzhe Zheng Fan Wu 100 1 0 04 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 138 2 0 03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 176 0 0 02 Jan 2025
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 185 0 0 31 Dec 2024
Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Joonwon Jang Jaehee Kim Wonbin Kweon Seonghyeon Lee Hwanjo Yu LRM 188 2 0 30 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 242 20 0 22 Dec 2024
DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering A. Lahiri Qinmin Vivian Hu 116 1 0 21 Dec 2024
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models Zhisong Zhang Yan Wang Xinting Huang Tianqing Fang Han Zhang Chenlong Deng Shuaiyi Li Dong Yu 152 6 0 21 Dec 2024
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization Jiayi Wu Hengyi Cai Lingyong Yan Hao Sun Xiang Li Shuaiqiang Wang D. Yin Ming Gao 189 1 0 19 Dec 2024
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment Zhuoran Jin Hongbang Yuan Tianyi Men Pengfei Cao Yubo Chen Kang Liu Jun Zhao ALM 184 10 0 18 Dec 2024
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation Xiaochen Li Jiajie Jin Yujia Zhou Yongkang Wu Zhonghua Li Qi Ye Zhicheng Dou RALM LRM 187 8 0 16 Dec 2024
Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture Jingze Shi Bingheng Wu 120 0 0 16 Dec 2024