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"

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Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 162 30 0 19 Jul 2024
Data-Centric Human Preference Optimization with Rationales H. Just Ming Jin Anit Kumar Sahu Huy Phan Ruoxi Jia 88 3 0 19 Jul 2024
Longhorn: State Space Models are Amortized Online Learners Bo Liu Rui Wang Lemeng Wu Yihao Feng Peter Stone Qian Liu 121 14 0 19 Jul 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Rujun Han Yuhao Zhang Peng Qi Yumo Xu Jenyuan Wang Lan Liu William Yang Wang Bonan Min Vittorio Castelli RALM 75 29 0 19 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 91 3 0 17 Jul 2024
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment Jinhao Jiang Junyi Li Wayne Xin Zhao Yang Song Tao Zhang Ji-Rong Wen CLL 90 3 0 15 Jul 2024
Evaluating Large Language Models with fmeval Pola Schwöbel Luca Franceschi Muhammad Bilal Zafar Keerthan Vasist Aman Malhotra Tomer Shenhar Pinal Tailor Pinar Yilmaz Michael Diamond Michele Donini LM&MA ELM 106 3 0 15 Jul 2024
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts Zhenpeng Su Zijia Lin Xue Bai Xing Wu Yizhe Xiong ... Guangyuan Ma Hui Chen Guiguang Ding Wei Zhou Songlin Hu MoE 96 5 0 13 Jul 2024
NativQA: Multilingual Culturally-Aligned Natural Query for LLMs Md. Arid Hasan Maram Hasanain Fatema Ahmad Sahinur Rahman Laskar Sunaya Upadhyay Vrunda N. Sukhadia Mucahid Kutlu Shammur A. Chowdhury Firoj Alam 171 7 0 13 Jul 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 115 21 0 12 Jul 2024
Accuracy is Not All You Need Abhinav Dutta Sanjeev Krishnan Nipun Kwatra Ramachandran Ramjee 103 4 0 12 Jul 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering Chanwoong Yoon Taewhoo Lee Hyeon Hwang Minbyul Jeong Jaewoo Kang KELM RALM MQ 118 18 0 12 Jul 2024
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging Anton Alexandrov Veselin Raychev Mark Niklas Muller Ce Zhang Martin Vechev Kristina Toutanova MoMe CLL KELM 119 20 0 11 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 140 46 0 11 Jul 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 112 14 0 10 Jul 2024
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence Weize Chen Ziming You Ran Li Yitong Guan Chen Qian Chenyang Zhao Cheng Yang Ruobing Xie Zhiyuan Liu Maosong Sun LLMAG 103 40 0 09 Jul 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 120 11 0 09 Jul 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Rulin Shao Jacqueline He Akari Asai Weijia Shi Tim Dettmers Sewon Min Luke Zettlemoyer Pang Wei Koh RALM 99 26 0 09 Jul 2024
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training Nan He Weichen Xiong Hanwen Liu Yi Liao Lei Ding Kai Zhang Guohua Tang Xiao Han Wei Yang 86 2 0 09 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 157 14 0 09 Jul 2024
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations Bowen Shen Zheng Lin Daren Zha Wei Liu Jian Luan Bin Wang Weiping Wang 126 2 0 08 Jul 2024
LLMBox: A Comprehensive Library for Large Language Models Tianyi Tang Yiwen Hu Bingqian Li Wenyang Luo Zijing Qin ... Chunxuan Xia Junyi Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen 65 2 0 08 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 165 2 0 08 Jul 2024
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning Aleksander Ficek Jiaqi Zeng Oleksii Kuchaiev 78 1 0 05 Jul 2024
LoCo: Low-Bit Communication Adaptor for Large-scale Model Training Xingyu Xie Zhijie Lin Kim-Chuan Toh Pan Zhou 96 3 0 05 Jul 2024
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models Yuyan Chen Qiang Fu Yichen Yuan Zhihao Wen Ge Fan Dayiheng Liu Dongmei Zhang Zhixu Li Yanghua Xiao HILM 74 77 0 04 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq Joty Jimmy Huang ELM ALM 105 41 0 04 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation Taeho Hwang Soyeong Jeong Sukmin Cho SeungYoon Han Jong C. Park RALM 124 1 0 04 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 130 74 0 02 Jul 2024
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models Zihan Wang Deli Chen Damai Dai Runxin Xu Zhuoshu Li Y. Wu MoE ALM 79 3 0 02 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 113 62 0 01 Jul 2024
CPT: Consistent Proxy Tuning for Black-box Optimization Yuanyang He Zitong Huang Xinxing Xu Rick Siow Mong Goh Salman Khan W. Zuo Yong Liu Chun-Mei Feng 100 0 0 01 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina Stéphane Clinchant 86 14 0 01 Jul 2024
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components Phillip Schneider Wessel Poelman Michael Rovatsos Florian Matthes 64 2 0 01 Jul 2024
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation Longchao Da Tiejin Chen Lu Cheng Hua Wei 97 13 0 01 Jul 2024
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation Sirui Xia Xintao Wang Jiaqing Liang Yifei Zhang Weikang Zhou Jiaji Deng Fei Yu Yanghua Xiao RALM 163 8 0 01 Jul 2024
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees Zhiyuan Wang Jinhao Duan Lu Cheng Yue Zhang Qingni Wang Hengtao Shen Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 255 21 0 29 Jun 2024
YuLan: An Open-source Large Language Model Yutao Zhu Kun Zhou Kelong Mao Wentong Chen Yiding Sun ... Wenbing Huang Ze-Feng Gao Yueguo Chen Weizheng Lu Ji-Rong Wen ALM ELM 70 1 0 28 Jun 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering Zheng Chu Jingchang Chen Qianglong Chen Haotian Wang Kun Zhu Xiyuan Du Weijiang Yu Ming Liu Bing Qin LRM 148 5 0 28 Jun 2024
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data Zheyang Xiong Vasilis Papageorgiou Kangwook Lee Dimitris Papailiopoulos SyDa RALM 96 13 0 27 Jun 2024
From Efficient Multimodal Models to World Models: A Survey Xinji Mai Zeng Tao Junxiong Lin Haoran Wang Yang Chang Yanlan Kang Yan Wang Wenqiang Zhang 97 6 0 27 Jun 2024
Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation Yongqian Li Gaoyang Liu Yang Yang Chen Wang AAML 82 5 0 27 Jun 2024
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation Zijun Yao Weijian Qi Liangming Pan S. Cao Linmei Hu Weichuan Liu Lei Hou Juanzi Li RALM 75 6 0 27 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 107 13 0 26 Jun 2024
Entropy-Based Decoding for Retrieval-Augmented Large Language Models Zexuan Qiu Zijing Ou Bin Wu Jingjing Li Aiwei Liu Irwin King KELM RALM 147 7 0 25 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 63 0 0 24 Jun 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Jannik Kossen Jiatong Han Muhammed Razzak Lisa Schut Shreshth A. Malik Yarin Gal HILM 115 54 0 22 Jun 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis Yulong Hui Yao Lu Huanchen Zhang RALM 105 13 0 21 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 87 2 0 21 Jun 2024
ICLEval: Evaluating In-Context Learning Ability of Large Language Models Wentong Chen Yankai Lin ZhenHao Zhou HongYun Huang Yantao Jia Bo Zhao Ji-Rong Wen ELM 81 4 0 21 Jun 2024