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
Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning Aosong Feng Rex Ying Leandros Tassiulas 58 2 0 28 Oct 2024
Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation Dongryeol Lee Yerin Hwang Yongil Kim Joonsuk Park Kyomin Jung ELM 164 10 0 28 Oct 2024
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation Yifang Chen David Zhu SyDa 53 0 0 27 Oct 2024
Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models Liam Barkley Brink van der Merwe HILM LLMAG LRM 50 4 0 25 Oct 2024
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Aryo Pradipta Gema Chen Jin Ahmed Abdulaal Tom Diethe Philip Teare Beatrice Alex Pasquale Minervini Amrutha Saseendran 96 6 0 24 Oct 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 150 3 0 24 Oct 2024
Beyond Color and Lines: Zero-Shot Style-Specific Image Variations with Coordinated Semantics Jinghao Hu Yuhe Zhang Guohua Geng Liuyuxin Yang JiaRui Yan Jingtao Cheng YaDong Zhang Kang Li DiffM 50 0 0 24 Oct 2024
Mixture of Parrots: Experts improve memorization more than reasoning Samy Jelassi Clara Mohri David Brandfonbrener Alex Gu Nikhil Vyas Nikhil Anand David Alvarez-Melis Yuanzhi Li Sham Kakade Eran Malach MoE 117 5 0 24 Oct 2024
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation Qinsi Wang Saeed Vahidian Hancheng Ye Jianyang Gu Jianyi Zhang Yiran Chen 34 4 0 23 Oct 2024
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination Salman Rakin Md. A. R. Shibly Zahin M. Hossain Zeeshan Khan Md. Mostofa Akbar 73 3 0 23 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Dianbo Sui AI4CE 140 27 0 23 Oct 2024
Fine-Tuning Large Language Models to Appropriately Abstain with Semantic Entropy Benedict Aaron Tjandra Muhammed Razzak Jannik Kossen Kunal Handa Yarin Gal HILM 74 1 0 22 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 171 0 0 22 Oct 2024
CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts Zhenpeng Su Xing Wu Zijia Lin Yizhe Xiong Minxuan Lv Guangyuan Ma Hui Chen Songlin Hu Guiguang Ding MoE 123 4 0 21 Oct 2024
Catastrophic Failure of LLM Unlearning via Quantization Zhiwei Zhang Fali Wang Xiaomin Li Zongyu Wu Xianfeng Tang Hui Liu Qi He Wenpeng Yin Suhang Wang MU 97 18 0 21 Oct 2024
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression Yuankai Li Jia-Chen Gu Di Wu Kai-Wei Chang Nanyun Peng RALM MQ 74 0 0 20 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 119 5 0 19 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 85 2 0 18 Oct 2024
Efficiently Computing Susceptibility to Context in Language Models Tianyu Liu Kevin Du Mrinmaya Sachan Ryan Cotterell 37 0 0 18 Oct 2024
Teaching Models to Balance Resisting and Accepting Persuasion Elias Stengel-Eskin Peter Hase Joey Tianyi Zhou MU 95 5 0 18 Oct 2024
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs Jiatan Huang Mingchen Li Zonghai Yao Zhichao Yang Yongkang Xiao Feiyun Ouyang Xiaohan Li Shuo Han Hong-ye Yu RALM 140 3 0 17 Oct 2024
From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition Qiyuan Yang Pengda Wang Luke D. Plonsky Frederick L. Oswald Hanjie Chen ELM 77 2 0 17 Oct 2024
SPIN: Self-Supervised Prompt INjection Leon Zhou Junfeng Yang Chengzhi Mao AAML SILM 82 1 0 17 Oct 2024
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models Jiatao Li Xinyu Hu Xunjian Yin Xiaojun Wan RALM 137 0 0 17 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... Haotian Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 110 12 0 17 Oct 2024
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval Ingeol Baek Hwan Chang Byeongjeong Kim Jimin Lee Hwanhee Lee RALM 162 5 0 17 Oct 2024
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors Weixuan Wang J. Yang Wei Peng LLMSV 116 4 0 16 Oct 2024
Conformity in Large Language Models Xiaochen Zhu Caiqi Zhang Tom Stafford Nigel Collier Andreas Vlachos 129 0 0 16 Oct 2024
Agent Skill Acquisition for Large Language Models via CycleQD So Kuroki Taishi Nakamura Takuya Akiba Yujin Tang MoMe 160 2 0 16 Oct 2024
Understanding Likelihood Over-optimisation in Direct Alignment Algorithms Zhengyan Shi Sander Land Acyr Locatelli Matthieu Geist Max Bartolo 122 8 0 15 Oct 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation Xinping Zhao Dongfang Li Yan Zhong Boren Hu Yibin Chen Baotian Hu Min Zhang 88 4 0 15 Oct 2024
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 259 8 0 14 Oct 2024
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG Xinxi Chen Li Wang Wei Wu Qi Tang Yang Liu 44 6 0 13 Oct 2024
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization Alireza Salemi Hamed Zamani RALM 100 6 0 13 Oct 2024
Boosting Deductive Reasoning with Step Signals In RLHF Jiajun Li Yipin Zhang Wei Shen Yuzi Yan Jian Xie Dong Yan LRM ReLM 62 1 0 12 Oct 2024
ACER: Automatic Language Model Context Extension via Retrieval Luyu Gao Yunyi Zhang Jamie Callan RALM 56 0 0 11 Oct 2024
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models Zheng Yi Ho Siyuan Liang Sen Zhang Yibing Zhan Dacheng Tao 71 2 0 11 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision Philipp Christmann Svitlana Vakulenko Ionut Teodor Sorodoc Bill Byrne Adria de Gispert RALM 59 0 0 11 Oct 2024
SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models H. Xia Zhengbang Yang Junbo Zou Rhys Tracy Yuqing Wang ... Xun Shao Zhuoqing Xie Yuan-fang Wang Weining Shen Hanjie Chen ReLM LRM ELM 125 4 0 11 Oct 2024
Scaling Laws for Predicting Downstream Performance in LLMs Yangyi Chen Binxuan Huang Yifan Gao Zhengyang Wang Jingfeng Yang Heng Ji LRM 151 12 0 11 Oct 2024
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models Shojiro Yamabe Futa Waseda Tsubasa Takahashi Koki Wataoka MoMe 142 1 0 11 Oct 2024
KV Prediction for Improved Time to First Token Maxwell Horton Qingqing Cao Chenfan Sun Yanzi Jin Sachin Mehta Mohammad Rastegari Moin Nabi AI4TS 85 4 0 10 Oct 2024
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System Weize Chen Jiarui Yuan Chen Qian Cheng Yang Zhiyuan Liu Maosong Sun LLMAG 91 6 0 10 Oct 2024
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories Yifan Song Weimin Xiong Xiutian Zhao Dawei Zhu Wenhao Wu Ke Wang Cheng Li Wei Peng Sujian Li LLMAG 66 11 0 10 Oct 2024
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? Seongyun Lee Geewook Kim Jiyeon Kim Hyunji Lee Hoyeon Chang Sue Hyun Park Minjoon Seo 93 1 0 10 Oct 2024
Boosting Deep Ensembles with Learning Rate Tuning Hongpeng Jin Yanzhao Wu 71 0 0 10 Oct 2024
A Closer Look at Machine Unlearning for Large Language Models Xiaojian Yuan Tianyu Pang Chao Du Kejiang Chen Weiming Zhang Min Lin MU 262 13 0 10 Oct 2024
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act Philipp Guldimann Alexander Spiridonov Robin Staab Nikola Jovanović Mark Vero ... Mislav Balunović Nikola Konstantinov Pavol Bielik Petar Tsankov Martin Vechev ELM 103 8 0 10 Oct 2024
Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning Runchuan Zhu Zhipeng Ma Jiang Wu Junyuan Gao Jiaqi Wang Dahua Lin Conghui He 53 4 0 09 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 175 1 0 09 Oct 2024