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
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 144 38 0 30 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 72 1 0 29 Jan 2024
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models Fuzhao Xue Zian Zheng Yao Fu Jinjie Ni Zangwei Zheng Wangchunshu Zhou Yang You MoE 101 104 0 29 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 132 27 0 27 Jan 2024
A Comprehensive Survey of Compression Algorithms for Language Models Seungcheol Park Jaehyeon Choi Sojin Lee U. Kang MQ 116 16 0 27 Jan 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods Yu Sun Keyu Chen Shujie Wang Qipeng Guo Hang Yan Xipeng Qiu Xuanjing Huang Dahua Lin ELM 32 0 0 26 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 111 18 0 25 Jan 2024
Graph Guided Question Answer Generation for Procedural Question-Answering Hai X. Pham Isma Hadji Xinnuo Xu Ziedune Degutyte Jay Rainey Evangelos Kazakos Afsaneh Fazly Georgios Tzimiropoulos Brais Martínez 39 2 0 24 Jan 2024
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering Chyi-Jiunn Lin Guan-Ting Lin Yung-Sung Chuang Wei-Lun Wu Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Lin-shan Lee RALM 73 5 0 24 Jan 2024
Can AI Assistants Know What They Don't Know? Qinyuan Cheng Tianxiang Sun Xiangyang Liu Wenwei Zhang Zhangyue Yin Shimin Li Linyang Li Zhengfu He Kai Chen Xipeng Qiu 113 27 0 24 Jan 2024
DsDm: Model-Aware Dataset Selection with Datamodels Logan Engstrom Axel Feldmann Aleksander Madry OODD 110 62 0 23 Jan 2024
Benchmarking LLMs via Uncertainty Quantification Fanghua Ye Mingming Yang Jianhui Pang Longyue Wang Derek F. Wong Emine Yilmaz Shuming Shi Zhaopeng Tu ELM 254 59 0 23 Jan 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? Hexiang Tan Fei Sun Wanli Yang Yuanzhuo Wang Qi Cao Xueqi Cheng 144 23 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 140 70 0 21 Jan 2024
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval Guangyuan Ma Xing Wu Zijia Lin Songlin Hu 129 4 0 20 Jan 2024
Knowledge Fusion of Large Language Models Fanqi Wan Xinting Huang Deng Cai Xiaojun Quan Wei Bi Shuming Shi MoMe 108 73 0 19 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ALM RALM AI4MH 107 48 0 18 Jan 2024
Tuning Language Models by Proxy Alisa Liu Xiaochuang Han Yizhong Wang Yulia Tsvetkov Yejin Choi Noah A. Smith ALM 98 52 0 16 Jan 2024
Large Language Models are Null-Shot Learners Pittawat Taveekitworachai Febri Abdullah R. Thawonmas LRM 46 2 0 16 Jan 2024
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models T. Klein Moin Nabi 77 1 0 16 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 62 17 0 12 Jan 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models Damai Dai Chengqi Deng Chenggang Zhao R. X. Xu Huazuo Gao ... Panpan Huang Fuli Luo Chong Ruan Zhifang Sui W. Liang MoE 127 321 0 11 Jan 2024
Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing Zi Yang Nan Hua RALM 93 4 0 10 Jan 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers G. Yona Roee Aharoni Mor Geva ELM 76 14 0 09 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 77 0 0 09 Jan 2024
Mixtral of Experts Albert Q. Jiang Alexandre Sablayrolles Antoine Roux A. Mensch Blanche Savary ... Théophile Gervet Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LLMAG 176 1,129 0 08 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 71 3 0 07 Jan 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism DeepSeek-AI Xiao Bi : Xiao Bi Deli Chen Guanting Chen ... Yao Zhao Shangyan Zhou Shunfeng Zhou Qihao Zhu Yuheng Zou LRM ALM 209 382 0 05 Jan 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu MoE ALM 104 16 0 05 Jan 2024
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering Pierre Erbacher Louis Falissard Vincent Guigue Laure Soulier HILM RALM 71 4 0 03 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 176 89 0 02 Jan 2024
The Earth is Flat? Unveiling Factual Errors in Large Language Models Wenxuan Wang Juluan Shi Zhaopeng Tu Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu KELM HILM SyDa 95 2 0 01 Jan 2024
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 98 2 0 30 Dec 2023
Do Androids Know They're Only Dreaming of Electric Sheep? Sky CH-Wang Benjamin Van Durme Jason Eisner Chris Kedzie HILM 96 35 0 28 Dec 2023
Auto311: A Confidence-guided Automated System for Non-emergency Calls Zirong Chen Xutong Sun Yuanhe Li Meiyi Ma 92 1 0 19 Dec 2023
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 79 0 0 19 Dec 2023
Neuron-Level Knowledge Attribution in Large Language Models Zeping Yu Sophia Ananiadou FAtt KELM 92 11 0 19 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 335 1,846 1 18 Dec 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 148 1 0 15 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 88 7 0 14 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 119 66 0 13 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 87 35 0 12 Dec 2023
Dense X Retrieval: What Retrieval Granularity Should We Use? Tong Chen Hongwei Wang Sihao Chen Wenhao Yu Kaixin Ma Xinran Zhao Hongming Zhang Dong Yu 107 36 0 11 Dec 2023
SparQ Attention: Bandwidth-Efficient LLM Inference Luka Ribar Ivan Chelombiev Luke Hudlass-Galley Charlie Blake Carlo Luschi Douglas Orr 158 54 0 08 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 107 13 0 08 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 66 3 0 05 Dec 2023
Axiomatic Preference Modeling for Longform Question Answering Corby Rosset Guoqing Zheng Victor C. Dibia Ahmed Hassan Awadallah Paul Bennett SyDa 59 4 0 02 Dec 2023
Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language Models Subhankar Maity Aniket Deroy Sudeshna Sarkar AI4Ed 90 14 0 02 Dec 2023
FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, Toxicity Shiyao Cui Zhenyu Zhang Yilong Chen Wenyuan Zhang Tianyun Liu Siqi Wang Tingwen Liu 97 17 0 30 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq Joty ELM CLL AI4MH LRM ALM 154 28 0 28 Nov 2023