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
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks Zi Yang 44 2 0 10 Sep 2024
InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference Xiurui Pan Endian Li Qiao Li Shengwen Liang Yizhou Shan Ke Zhou Yingwei Luo Xiaolin Wang Jie Zhang 86 12 0 08 Sep 2024
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models Junfeng Tian Da Zheng Yang Cheng Rui Wang C. Zhang Debing Zhang 71 5 0 07 Sep 2024
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models Michael Gunther Isabelle Mohr Daniel James Williams Bo Wang Han Xiao 61 12 0 07 Sep 2024
Attention Heads of Large Language Models: A Survey Zifan Zheng Yezhaohui Wang Yuxin Huang Shichao Song Mingchuan Yang Bo Tang Feiyu Xiong Zhiyu Li LRM 119 29 0 05 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System Sriram Veturi Saurabh Vaichal Reshma Lal Jagadheesh Nafis Irtiza Tripto Nian Yan RALM 70 8 0 05 Sep 2024
Towards a Unified View of Preference Learning for Large Language Models: A Survey Bofei Gao Feifan Song Yibo Miao Zefan Cai Zhiyong Yang ... Houfeng Wang Zhifang Sui Peiyi Wang Baobao Chang Baobao Chang 163 14 0 04 Sep 2024
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models? Yixuan Tang Yi Yang 78 4 0 04 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering Yeonjun In Sungchul Kim Ryan Rossi Md Mehrab Tanjim Tong Yu Ritwik Sinha Chanyoung Park 96 3 0 04 Sep 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks Nicholas Monath Will Grathwohl Michael Boratko Rob Fergus Andrew McCallum Manzil Zaheer 64 0 0 03 Sep 2024
AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models Qianchi Zhang Hainan Zhang Liang Pang Hongwei Zheng Zhiming Zheng 68 2 0 03 Sep 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning Wei Chen Zhen Huang Liang Xie Binbin Lin Houqiang Li ... Deng Cai Yonggang Zhang Wenxiao Wang Xu Shen Jieping Ye 152 10 0 03 Sep 2024
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning Keer Lu Xiaonan Nie Zhuoran Zhang Zheng Liang Da Pan ... Weipeng Chen Guosheng Dong Bin Cui Bin Cui Wentao Zhang 109 0 0 02 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 151 4 0 01 Sep 2024
Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts Nikolas Gritsch Qizhen Zhang Acyr Locatelli Sara Hooker Ahmet Üstün MoE 91 3 0 28 Aug 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 88 0 0 27 Aug 2024
BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline Bin Cui Zheng Liang Yiding Sun Da Pan Zhuoran Zhang ... Bingning Wang Wentao Zhang Jiaxin Mao Guosheng Dong Weipeng Chen ALM 69 3 0 27 Aug 2024
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation Xuanwang Zhang Yunze Song Yidong Wang Shuyun Tang Xinfeng Li ... Wei Dong Yue Zhang Xinyu Dai Shikun Zhang Qingsong Wen 110 5 0 21 Aug 2024
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain Rounak Meyur Hung Phan S. Wagle Jan Strube M. Halappanavar Sameera Horawalavithana Anurag Acharya Sai Munikoti 93 1 0 21 Aug 2024
To Code, or Not To Code? Exploring Impact of Code in Pre-training Viraat Aryabumi Yixuan Su Raymond Ma Adrien Morisot Ivan Zhang Acyr Locatelli Marzieh Fadaee Ahmet Üstün Sara Hooker SyDa AI4CE 98 26 0 20 Aug 2024
Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models Artem Vazhentsev Ekaterina Fadeeva Rui Xing Alexander Panchenko Preslav Nakov Timothy Baldwin Maxim Panov Artem Shelmanov HILM 64 3 0 20 Aug 2024
LeCov: Multi-level Testing Criteria for Large Language Models Xuan Xie Jiayang Song Yuheng Huang Da Song Fuyuan Zhang Felix Juefei-Xu Lei Ma ELM 94 0 0 20 Aug 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 195 3 0 20 Aug 2024
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form Text Sher Badshah Hassan Sajjad ELM 98 14 0 17 Aug 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 105 2 0 16 Aug 2024
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts Qizhen Zhang Nikolas Gritsch Dwaraknath Gnaneshwar Simon Guo David Cairuz ... Jakob N. Foerster Phil Blunsom Sebastian Ruder Ahmet Üstün Acyr Locatelli MoMe MoE 106 9 0 15 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 110 113 0 15 Aug 2024
I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm Yiming Liang Ge Zhang Xingwei Qu Tianyu Zheng Jiawei Guo ... Jiaheng Liu Chenghua Lin Lei Ma Wenhao Huang Jiajun Zhang ALM 126 11 0 15 Aug 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs Weijian Xie Xuefeng Liang Yuhui Liu Kaihua Ni Hong Cheng Zetian Hu 3DV RALM 113 3 0 14 Aug 2024
Large Language Models Prompting With Episodic Memory Dai Do Quan Tran Svetha Venkatesh Hung Le LLMAG 79 1 0 14 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty Yongjin Yang Haneul Yoo Hwaran Lee 165 4 0 13 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 65 0 0 12 Aug 2024
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment Karel DÓosterlinck Winnie Xu Chris Develder Thomas Demeester A. Singh Christopher Potts Douwe Kiela Shikib Mehri 80 17 0 12 Aug 2024
Post-Training Sparse Attention with Double Sparsity Shuo Yang Ying Sheng Joseph E. Gonzalez Ion Stoica Lianmin Zheng 103 12 0 11 Aug 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs Kexin Ma Ruochun Jin Xi Wang Huan Chen Jing Ren Yuhua Tang 52 0 0 10 Aug 2024
NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time Yilong Chen Guoxia Wang Junyuan Shang Shiyao Cui Zhenyu Zhang Tingwen Liu Shuohuan Wang Yu Sun Dianhai Yu Hua Wu 78 19 0 07 Aug 2024
AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling Yuheng Huang Jiayang Song Qiang Hu Felix Juefei Xu Lei Ma 99 4 0 07 Aug 2024
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models Ruizhe Zhang Yongxin Xu Yuzhen Xiao Runchuan Zhu Xinke Jiang Xu Chu Junfeng Zhao Yasha Wang 80 4 0 06 Aug 2024
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation Daniel Fleischer Moshe Berchansky Moshe Wasserblat Peter Izsak 3DV 124 6 0 05 Aug 2024
Cross-layer Attention Sharing for Large Language Models Yongyu Mu Yuzhang Wu Yuchun Fan Chenglong Wang Hengyu Li Qiaozhi He Murun Yang Tong Xiao Jingbo Zhu 87 5 0 04 Aug 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts Youna Kim Sungmin Cho Cheonbok Park Choonghyun Park Hyunsoo Cho Junyeob Kim Kang Min Yoo Sang-goo Lee Taeuk Kim 79 7 0 02 Aug 2024
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework Kunlun Zhu Yifan Luo Dingling Xu Ruobing Wang Shi Yu ... Yishan Li Zhiyuan Liu Xu Han Zhiyuan Liu Maosong Sun 223 21 0 02 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 121 6 0 31 Jul 2024
Cost-Effective Hallucination Detection for LLMs Simon Valentin Jinmiao Fu Gianluca Detommaso Shaoyuan Xu Giovanni Zappella Bryan Wang HILM 122 5 0 31 Jul 2024
Palu: Compressing KV-Cache with Low-Rank Projection Chi-Chih Chang Wei-Cheng Lin Chien-Yu Lin Chong-Yan Chen Yu-Fang Hu Pei-Shuo Wang N. Huang Luis Ceze Kai-Chiang Wu 110 2 0 30 Jul 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai ... Pengjun Xie Fei Huang Meishan Zhang Wenjie Li Min Zhang 138 108 0 29 Jul 2024
Cool-Fusion: Fuse Large Language Models without Training Cong Liu Xiaojun Quan Yan Pan Liangzhi Li Weigang Wu Xu Chen MoMe VLM 135 5 0 29 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 83 1 0 23 Jul 2024
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models Nishanth Madhusudhan Sathwik Tejaswi Madhusudhan Vikas Yadav Masoud Hashemi 116 11 0 23 Jul 2024
ALLaM: Large Language Models for Arabic and English M Saiful Bari Yazeed Alnumay Norah A. Alzahrani Nouf M. Alotaibi H. A. Alyahya ... Jeril Kuriakose Abdalghani Abujabal Nora Al-Twairesh Areeb Alowisheq Haidar Khan 77 17 0 22 Jul 2024