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
Collaborative decoding of critical tokens for boosting factuality of large language models Lifeng Jin Baolin Peng Linfeng Song Haitao Mi Ye Tian Dong Yu HILM 54 9 0 28 Feb 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents Corby Rosset Ho-Lam Chung Guanghui Qin Ethan C. Chau Zhuo Feng Ahmed Hassan Awadallah Jennifer Neville Nikhil Rao 63 14 0 27 Feb 2024
Stable LM 2 1.6B Technical Report Marco Bellagente J. Tow Dakota Mahan Duy Phung Maksym Zhuravinskyi ... Paulo Rocha Harry Saini H. Teufel Niccoló Zanichelli Carlos Riquelme OSLM 106 58 0 27 Feb 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space Shaolei Zhang Tian Yu Yang Feng HILM KELM 93 52 0 27 Feb 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 108 13 0 27 Feb 2024
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts Mikayel Samvelyan Sharath Chandra Raparthy Andrei Lupu Eric Hambro Aram H. Markosyan ... Minqi Jiang Jack Parker-Holder Jakob Foerster Tim Rocktaschel Roberta Raileanu SyDa 117 89 0 26 Feb 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 90 8 0 26 Feb 2024
Long-Context Language Modeling with Parallel Context Encoding Howard Yen Tianyu Gao Danqi Chen 95 50 0 26 Feb 2024
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering Zihan Zhang Meng Fang Ling-Hao Chen RALM 96 14 0 26 Feb 2024
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering Mingxu Tao Dongyan Zhao Yansong Feng LLMAG 61 3 0 26 Feb 2024
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression Xinze Li Zhenghao Liu Chenyan Xiong Shi Yu Yukun Yan Shuo Wang Ge Yu VLM 74 4 0 25 Feb 2024
SportQA: A Benchmark for Sports Understanding in Large Language Models Haotian Xia Zhengbang Yang Yuqing Wang Rhys Tracy Yun Zhao Dongdong Huang Zezhi Chen Yan Zhu Yuan-fang Wang Weining Shen 82 10 0 24 Feb 2024
Fine-Grained Self-Endorsement Improves Factuality and Reasoning Ante Wang Linfeng Song Baolin Peng Ye Tian Lifeng Jin Haitao Mi Jinsong Su Dong Yu HILM LRM 68 7 0 23 Feb 2024
Self-Retrieval: Building an Information Retrieval System with One Large Language Model Qiaoyu Tang Jiawei Chen Bowen Yu Yaojie Lu Cheng Fu ... Fei Huang Xianpei Han Xianpei Han Le Sun Yongbin Li KELM 90 1 0 23 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Zechun Liu Changsheng Zhao Forrest N. Iandola Chen Lai Yuandong Tian ... Ernie Chang Yangyang Shi Raghuraman Krishnamoorthi Liangzhen Lai Vikas Chandra ALM 139 103 0 22 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 82 20 0 22 Feb 2024
Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models Zhuoran Jin Pengfei Cao Yubo Chen Kang Liu Xiaojian Jiang Jiexin Xu Qiuxia Li Jun Zhao 273 61 0 22 Feb 2024
Analysing The Impact of Sequence Composition on Language Model Pre-Training Yu Zhao Yuanbin Qu Konrad Staniszewski Szymon Tworkowski Wei Liu Piotr Milo's Yuxiang Wu Pasquale Minervini 83 15 0 21 Feb 2024
$$\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens$ $\infty$ Bench: Extending Long Context Evaluation Beyond 100K Tokens Xinrong Zhang Yingfa Chen Shengding Hu Zihang Xu Junhao Chen ... Xu Han Zhen Leng Thai Shuo Wang Zhiyuan Liu Maosong Sun RALM LRM 121 195 0 21 Feb 2024
ActiveRAG: Revealing the Treasures of Knowledge via Active Learning Zhipeng Xu Zhenghao Liu Yibin Liu Chenyan Xiong Yukun Yan Shuo Wang Shi Yu Zhiyuan Liu Ge Yu VLM 72 6 0 21 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling Lingxi Zhang Yue Yu Kuan-Chieh Wang Chao Zhang VLM RALM 64 5 0 21 Feb 2024
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness Danna Zheng Danyang Liu Mirella Lapata Jeff Z. Pan HILM 89 7 0 19 Feb 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 104 23 0 19 Feb 2024
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More Yuxuan Yue Zhihang Yuan Haojie Duanmu Sifan Zhou Jianlong Wu Liqiang Nie MQ 93 49 0 19 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 129 30 0 19 Feb 2024
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation Zizhong Li Haopeng Zhang Jiawei Zhang RALM 94 1 0 19 Feb 2024
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs Yavuz Faruk Bakman D. Yaldiz Baturalp Buyukates Chenyang Tao Dimitrios Dimitriadis A. Avestimehr 107 25 0 19 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang KELM RALM 137 14 0 19 Feb 2024
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yang Song Chen Zhu Hengshu Zhu Ji-Rong Wen LLMAG RALM 67 44 0 17 Feb 2024
Distillation Enhanced Generative Retrieval Chak Tou Leong Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 83 1 0 16 Feb 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation Zhaowei Wang Wei Fan Qing Zong Hongming Zhang Sehyun Choi Tianqing Fang Xin Liu Yangqiu Song Ginny Wong Simon See 96 14 0 16 Feb 2024
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning Hossein Rajabzadeh Mojtaba Valipour Tianshu Zhu Marzieh S. Tahaei Hyock Ju Kwon Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 67 10 0 16 Feb 2024
A Dataset of Open-Domain Question Answering with Multiple-Span Answers Zhiyi Luo Yingying Zhang Shuyun Luo Ying Zhao Wentao Lyu RALM 76 0 0 15 Feb 2024
HiRE: High Recall Approximate Top- $k$ Estimation for Efficient LLM Inference Yashas Samaga Varun Yerram Chong You Srinadh Bhojanapalli Sanjiv Kumar Prateek Jain Praneeth Netrapalli 79 5 0 14 Feb 2024
Tandem Transformers for Inference Efficient LLMs S. AishwaryaP Pranav Ajit Nair Yashas Samaga Toby Boyd Sanjiv Kumar Prateek Jain Praneeth Netrapalli 73 6 0 13 Feb 2024
Retrieval-Augmented Thought Process as Sequential Decision Making T. Pouplin Hao Sun Samuel Holt M. Schaar KELM RALM LRM 21 4 0 12 Feb 2024
Whispers in the Machine: Confidentiality in LLM-integrated Systems Jonathan Evertz Merlin Chlosta Lea Schonherr Thorsten Eisenhofer 119 21 0 10 Feb 2024
The Generative AI Paradox on Evaluation: What It Can Solve, It May Not Evaluate Juhyun Oh Eunsu Kim Inha Cha Alice Oh ELM 94 9 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 248 426 0 09 Feb 2024
Efficient Stagewise Pretraining via Progressive Subnetworks Abhishek Panigrahi Nikunj Saunshi Kaifeng Lyu Sobhan Miryoosefi Sashank J. Reddi Satyen Kale Sanjiv Kumar 65 6 0 08 Feb 2024
FAQ-Gen: An automated system to generate domain-specific FAQs to aid content comprehension Sahil Kale Gautam Khaire Jay Patankar 46 3 0 08 Feb 2024
Reconfidencing LLMs from the Grouping Loss Perspective Lihu Chen Alexandre Perez-Lebel Fabian M. Suchanek Gaël Varoquaux 303 12 0 07 Feb 2024
FaithLM: Towards Faithful Explanations for Large Language Models Yu-Neng Chuang Guanchu Wang Chia-Yuan Chang Ruixiang Tang Shaochen Zhong Fan Yang Mengnan Du Xuanting Cai Helen Zhou LRM 111 0 0 07 Feb 2024
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection Chao Chen Kai-Chun Liu Ze Chen Yi Gu Yue-bo Wu Mingyuan Tao Zhihang Fu Jieping Ye HILM 138 111 0 06 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 722 449 0 05 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 66 10 0 04 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 92 17 0 02 Feb 2024
Improving QA Model Performance with Cartographic Inoculation Allen Chen Okan Tankirulu AAML 116 1 0 30 Jan 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 115 22 0 30 Jan 2024
H2O-Danube-1.8B Technical Report Philipp Singer Pascal Pfeiffer Yauhen Babakhin Maximilian Jeblick Nischay Dhankhar Gabor Fodor SriSatish Ambati VLM 63 8 0 30 Jan 2024