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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"

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Title
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 99 33 0 04 May 2024
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models Taolin Zhang Dongyang Li Qizhou Chen Chengyu Wang Longtao Huang Hui Xue Xiaofeng He Junyuan Huang RALM KELM 84 0 0 04 May 2024
Learning label-label correlations in Extreme Multi-label Classification via Label Features Siddhant Kharbanda Devaansh Gupta Erik Schultheis Atmadeep Banerjee Cho-Jui Hsieh Rohit Babbar 62 4 0 03 May 2024
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index Jiawei Zhou Li Dong Furu Wei Lei Chen 20 0 0 03 May 2024
UQA: Corpus for Urdu Question Answering Samee Arif Sualeha Farid Awais Athar Agha Ali Raza 62 7 0 02 May 2024
Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing KV Aditya Srivatsa Kaushal Kumar Maurya Ekaterina Kochmar 112 17 0 01 May 2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression Farima Fatahi Bayat Xin Liu H. V. Jagadish Lu Wang HILM KELM 53 3 0 01 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 66 5 0 30 Apr 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 114 121 0 30 Apr 2024
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models Pat Verga Sebastian Hofstatter Sophia Althammer Yixuan Su Aleksandra Piktus Arkady Arkhangorodsky Minjie Xu Naomi White Patrick Lewis ALM ELM 140 105 0 29 Apr 2024
Efficient LLM Inference with Kcache Qiaozhi He Zhihua Wu RALM 84 1 0 28 Apr 2024
Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal Haoran Lian Yizhe Xiong Jianwei Niu Shasha Mo Zhenpeng Su Zijia Lin Peng Liu Hui Chen Guiguang Ding 64 3 0 27 Apr 2024
Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities Kazuki Fujii Taishi Nakamura Mengsay Loem Hiroki Iida Masanari Ohi Kakeru Hattori Hirai Shota Sakae Mizuki Rio Yokota Naoaki Okazaki CLL 131 73 0 27 Apr 2024
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya Hailay Teklehaymanot Dren Fazlija Niloy Ganguly Gourab K. Patro Wolfgang Nejdl 101 0 0 26 Apr 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall Jiaqing Yuan Lin Pan Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick Ng Zhiguo Wang HILM ELM 87 4 0 24 Apr 2024
Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts Evgenii Kortukov Alexander Rubinstein Elisa Nguyen Seong Joon Oh RALM 589 5 2 24 Apr 2024
Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach Linyu Liu Yu Pan Xiaocheng Li Guanting Chen 105 39 0 24 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 109 3 0 24 Apr 2024
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering Xinxin Zheng Feihu Che Jinyang Wu Shuai Zhang Shuai Nie Kang Liu Jianhua Tao RALM HILM 68 4 0 24 Apr 2024
Return of EM: Entity-driven Answer Set Expansion for QA Evaluation Dongryeol Lee Minwoo Lee Kyungmin Min Joonsuk Park Kyomin Jung 84 1 0 24 Apr 2024
Multi-view Content-aware Indexing for Long Document Retrieval Kuicai Dong Derrick-Goh-Xin Deik Yi Quan Lee Hao Zhang Xiangyang Li Cong Zhang Yong Liu 78 3 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 215 61 0 23 Apr 2024
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Marah Abdin Sam Ade Jacobs A. A. Awan J. Aneja Ahmed Hassan Awadallah ... Li Zhang Yi Zhang Yue Zhang Yunan Zhang Xiren Zhou LRM ALM 212 1,278 0 22 Apr 2024
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation Keheng Wang Feiyu Duan Peiguang Li Sirui Wang Xunliang Cai RALM 84 7 0 22 Apr 2024
Protecting Your LLMs with Information Bottleneck Zichuan Liu Zefan Wang Linjie Xu Jinyu Wang Lei Song Tianchun Wang Chunlin Chen Wei Cheng Jiang Bian KELM AAML 126 18 0 22 Apr 2024
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Sukmin Cho Soyeong Jeong Jeongyeon Seo Taeho Hwang Jong C. Park SILM AAML 109 33 0 22 Apr 2024
Evaluating Retrieval Quality in Retrieval-Augmented Generation Alireza Salemi Hamed Zamani RALM 96 75 0 21 Apr 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu Shiyu Zhao Michihiro Yasunaga Kexin Huang Kaidi Cao Qian Huang V. Ioannidis Karthik Subbian James Zou J. Leskovec 96 20 0 19 Apr 2024
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration Yi-Chong Huang Xiaocheng Feng Baohang Li Yang Xiang Hui Wang Bing Qin Ting Liu FedML 97 30 0 19 Apr 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation Chao Jin Zili Zhang Xuanlin Jiang Fangyue Liu Xin Liu Xuanzhe Liu Xin Jin 118 47 0 18 Apr 2024
EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque Aitor García-Pablos Naiara Pérez Montse Cuadros Jaione Bengoetxea 60 0 0 18 Apr 2024
Aligning Language Models to Explicitly Handle Ambiguity Sungmin Cho Youna Kim Cheonbok Park Junyeob Kim Choonghyun Park Kang Min Yoo Sang-goo Lee Taeuk Kim 104 22 0 18 Apr 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation Zhiyuan He Huiqiang Jiang Zilong Wang Yuqing Yang Luna Qiu Lili Qiu LLMAG 73 6 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 154 51 0 17 Apr 2024
Uncertainty-Based Abstention in LLMs Improves Safety and Reduces Hallucinations Christian Tomani Kamalika Chaudhuri Ivan Evtimov Daniel Cremers Mark Ibrahim 107 15 0 16 Apr 2024
Fewer Truncations Improve Language Modeling Hantian Ding Zijian Wang Giovanni Paolini Varun Kumar Anoop Deoras Dan Roth Stefano Soatto 113 14 0 16 Apr 2024
HLAT: High-quality Large Language Model Pre-trained on AWS Trainium Haozheng Fan Hao Zhou Guangtai Huang Parameswaran Raman Xinwei Fu Gaurav Gupta Dhananjay Ram Yida Wang Jun Huan 81 6 0 16 Apr 2024
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 144 56 0 15 Apr 2024
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs Adi Simhi Jonathan Herzig Idan Szpektor Yonatan Belinkov HILM 115 13 0 15 Apr 2024
Compression Represents Intelligence Linearly Yuzhen Huang Jinghan Zhang Zifei Shan Junxian He 82 29 0 15 Apr 2024
Learn Your Reference Model for Real Good Alignment Alexey Gorbatovski Boris Shaposhnikov Alexey Malakhov Nikita Surnachev Yaroslav Aksenov Ian Maksimov Nikita Balagansky Daniil Gavrilov OffRL 131 35 0 15 Apr 2024
Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation Ruixin Yang Dheeraj Rajagopal S. Hayati Bin Hu Dongyeop Kang LLMAG 136 7 0 14 Apr 2024
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length Xuezhe Ma Xiaomeng Yang Wenhan Xiong Beidi Chen Lili Yu Hao Zhang Jonathan May Luke Zettlemoyer Omer Levy Chunting Zhou 97 33 0 12 Apr 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 130 6 0 12 Apr 2024
JetMoE: Reaching Llama2 Performance with 0.1M Dollars Yikang Shen Zhen Guo Tianle Cai Zengyi Qin MoE ALM 96 31 0 11 Apr 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Yanling Wang Zijun Yao Jing Zhang Kaifeng Yun Jifan Yu Juan-Zi Li Jie Tang HILM 75 3 0 10 Apr 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 124 242 0 09 Apr 2024
The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Giwon Hong Aryo Pradipta Gema Rohit Saxena Xiaotang Du Ping Nie ... Laura Perez-Beltrachini Max Ryabinin Xuanli He Clémentine Fourrier Pasquale Minervini LRM HILM 85 12 0 08 Apr 2024
Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra Jamshid Mozafari Adam Jatowt Smaranda Muresan 74 2 0 06 Apr 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 116 19 0 06 Apr 2024