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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
Conditional Language Learning with Context X. Zhang Miao Li Ji Wu 96 4 0 04 Jun 2024
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling Zefan Cai Yichi Zhang Bofei Gao Yuliang Liu Yongqian Li ... Wayne Xiong Yue Dong Baobao Chang Junjie Hu Wen Xiao 203 108 0 04 Jun 2024
Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation Zhen Lin Shubhendu Trivedi Jimeng Sun 63 2 0 03 Jun 2024
LoFiT: Localized Fine-tuning on LLM Representations Fangcong Yin Xi Ye Greg Durrett 106 23 0 03 Jun 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation Kun Zhu Xiaocheng Feng Xiyuan Du Yuxuan Gu Weijiang Yu Haotian Wang Qianglong Chen Zheng Chu Jingchang Chen Bing Qin 84 5 0 03 Jun 2024
A Survey of Generative Information Retrieval Tzu-Lin Kuo Tzu-Wei Chiu Tzung-Sheng Lin Sheng-Yang Wu Chao-Wei Huang Yun-Nung Chen SyDa 130 2 0 03 Jun 2024
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures Jinjie Ni Fuzhao Xue Xiang Yue Yuntian Deng Mahir Shah Kabir Jain Graham Neubig Yang You ELM 82 48 0 03 Jun 2024
LLMs Could Autonomously Learn Without External Supervision Ke Ji Junying Chen Anningzhe Gao Wenya Xie Xiang Wan Benyou Wang 86 4 0 02 Jun 2024
CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems Yanlin Feng Sajjadur Rahman Aaron Feng Vincent Chen Eser Kandogan 70 5 0 02 Jun 2024
Large Language Model Confidence Estimation via Black-Box Access Tejaswini Pedapati Amit Dhurandhar Soumya Ghosh Soham Dan P. Sattigeri 244 5 0 01 Jun 2024
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models Elias Stengel-Eskin Peter Hase Mohit Bansal 102 7 0 31 May 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training Feiteng Fang Yuelin Bai Shiwen Ni Min Yang Xiaojun Chen Ruifeng Xu AAML RALM 137 40 0 31 May 2024
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models Xuyang Wu Zhiyuan Peng Sravanthi Rajanala Hsin-Tai Wu Yi Fang LRM RALM 84 0 0 31 May 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models Mingda Li Xinyu Li Yifan Chen Wenfeng Xuan Weinan Zhang RALM 96 2 0 31 May 2024
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities Alexander Nikitin Jannik Kossen Yarin Gal Pekka Marttinen UQCV 138 45 0 30 May 2024
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models Yutao Zhu Zhaoheng Huang Zhicheng Dou Ji-Rong Wen RALM 96 6 0 30 May 2024
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series Ge Zhang Scott Qu Jiaheng Liu Chenchen Zhang Chenghua Lin ... Zi-Kai Zhao Jiajun Zhang Wanli Ouyang Wenhao Huang Wenhu Chen ELM 124 46 0 29 May 2024
Faster Cascades via Speculative Decoding Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat Seungyeon Kim Neha Gupta A. Menon Sanjiv Kumar LRM 116 10 0 29 May 2024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control Huanshuo Liu Hao Zhang Zhijiang Guo Kuicai Dong Xiangyang Li Yi Quan Lee Cong Zhang Yong Liu 3DV 94 6 0 29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 242 14 0 29 May 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 121 29 0 28 May 2024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass Ethan Shen Alan Fan Sarah M Pratt Jae Sung Park Matthew Wallingford Sham Kakade Ari Holtzman Ranjay Krishna Ali Farhadi Aditya Kusupati 100 3 0 28 May 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi D. Yin Lei Sha RALM 85 8 0 28 May 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? G. Yona Roee Aharoni Mor Geva HILM 101 32 0 27 May 2024
Accurate and Nuanced Open-QA Evaluation Through Textual Entailment Peiran Yao Denilson Barbosa ELM 87 7 0 26 May 2024
Automatically Generating Numerous Context-Driven SFT Data for LLMs across Diverse Granularity Shanghaoran Quan 79 4 0 26 May 2024
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection Yun Zhu Jia-Chen Gu Caitlin Sikora Ho Ko Yinxiao Liu ... Lei Shu Liangchen Luo Lei Meng Bang Liu Jindong Chen RALM 99 19 0 25 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 166 23 0 24 May 2024
Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training Xianzhi Du Tom Gunter Xiang Kong Mark Lee Zirui Wang Aonan Zhang Nan Du Ruoming Pang MoE 41 1 0 23 May 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings R. Reddy Omar Attia Yunyao Li Heng Ji Saloni Potdar 61 1 0 23 May 2024
Lessons from the Trenches on Reproducible Evaluation of Language Models Stella Biderman Hailey Schoelkopf Lintang Sutawika Leo Gao J. Tow ... Xiangru Tang Kevin A. Wang Genta Indra Winata Franccois Yvon Andy Zou ELM ALM 198 63 3 23 May 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG Shengyu Mao Yong Jiang Boli Chen Xiao Li Peng Wang Xinyu Wang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang RALM 91 28 0 23 May 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM ReLM 81 3 0 23 May 2024
eXmY: A Data Type and Technique for Arbitrary Bit Precision Quantization Aditya Agrawal Matthew Hedlund Blake A. Hechtman MQ 89 4 0 22 May 2024
Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models Xin Qiu Risto Miikkulainen 84 4 0 22 May 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token Xin Cheng Xun Wang Xingxing Zhang Tao Ge Si-Qing Chen Furu Wei Huishuai Zhang Dongyan Zhao 106 36 0 22 May 2024
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR Hajung Kim Chanhwi Kim Hoonick Lee Kyochul Jang Jiwoo Lee Kyungjae Lee Gangwoo Kim Jaewoo Kang 74 0 0 22 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 167 72 0 22 May 2024
Exploring the Capabilities of Prompted Large Language Models in Educational and Assessment Applications Subhankar Maity Aniket Deroy Sudeshna Sarkar AI4Ed ELM 86 12 0 19 May 2024
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees Yu Gui Ying Jin Zhimei Ren MedIm 251 24 0 16 May 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu SyDa 94 6 0 15 May 2024
TANQ: An open domain dataset of table answered questions Mubashara Akhtar Chenxi Pang Andreea Marzoca Yasemin Altun Julian Martin Eisenschlos LMTD RALM 100 2 0 13 May 2024
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts Wenyu Huang Guancheng Zhou Mirella Lapata Pavlos Vougiouklis Sébastien Montella Jeff Z. Pan KELM 77 5 0 10 May 2024
One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations Yoonjoo Lee Kihoon Son Tae Soo Kim Jisu Kim John Joon Young Chung Eytan Adar Juho Kim 93 13 0 09 May 2024
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 70 1 0 08 May 2024
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI Aixin Liu Bei Feng Bin Wang Bingxuan Wang ... Zhuoshu Li Zihan Wang Zihui Gu Zilin Li Ziwei Xie MoE 173 500 0 07 May 2024
Optimizing Language Model's Reasoning Abilities with Weak Supervision Yongqi Tong Sizhe Wang Dawei Li Yifan Wang Simeng Han Zi Lin Chengsong Huang Jiaxin Huang Jingbo Shang LRM ReLM 99 10 0 07 May 2024
FlashBack:Efficient Retrieval-Augmented Language Modeling for Long Context Inference Runheng Liu Xingchen Xiao Heyan Huang Zewen Chi Zhijing Wu RALM KELM 83 0 0 07 May 2024
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training Zexuan Zhong Mengzhou Xia Danqi Chen Mike Lewis MoE 110 19 0 06 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 120 29 0 05 May 2024