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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
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models Lukávs Mikula Michal vStefánik Marek Petrovivc Petr Sojka 79 4 0 11 May 2023
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 95 14 0 10 May 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding Zeming Chen Gail Weiss E. Mitchell Asli Celikyilmaz Antoine Bosselut KELM LRM 108 13 0 10 May 2023
Automatic Evaluation of Attribution by Large Language Models Xiang Yue Boshi Wang Ziru Chen Kai Zhang Yu-Chuan Su Huan Sun ALM LRM HILM 91 58 0 10 May 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 80 12 0 09 May 2023
A Frustratingly Easy Improvement for Position Embeddings via Random Padding Mingxu Tao Yansong Feng Dongyan Zhao 77 6 0 08 May 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA Neeraj Varshney Chitta Baral 71 13 0 02 May 2023
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise Giwon Hong Jeonghwan Kim Junmo Kang Sung-Hyon Myaeng Joyce Jiyoung Whang RALM AAML 102 25 0 02 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 162 51 0 02 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 687 0 26 Apr 2023
IslamicPCQA: A Dataset for Persian Multi-hop Complex Question Answering in Islamic Text Resources A. Ghafouri Hasan Naderi MohammadMahdi Aghajani Mahdi Firouzmandi 63 2 0 23 Apr 2023
Training Large Language Models Efficiently with Sparsity and Dataflow V. Srinivasan Darshan Gandhi Urmish Thakker R. Prabhakar MoE 71 6 0 11 Apr 2023
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training Daniel Fernando Campos ChengXiang Zhai Alessandro Magnani 80 4 0 06 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 74 1 0 06 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 69 9 0 02 Apr 2023
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval Daniel Fernando Campos ChengXiang Zhai 57 0 0 31 Mar 2023
Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders Daniel Fernando Campos Alessandro Magnani Chengxiang Zhai 58 3 0 31 Mar 2023
UKP-SQuARE v3: A Platform for Multi-Agent QA Research Haritz Puerto Tim Baumgärtner Rachneet Sachdeva Haishuo Fang Haotian Zhang Sewin Tariverdian Kexin Wang Iryna Gurevych 94 2 0 31 Mar 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 53 5 0 30 Mar 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 61 65 0 20 Mar 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation Joshua Ainslie Tao Lei Michiel de Jong Santiago Ontañón Siddhartha Brahma ... Mandy Guo James Lee-Thorp Yi Tay Yun-hsuan Sung Sumit Sanghai LLMAG 104 70 0 17 Mar 2023
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu Jun Chen Kilichbek Haydarov Xiaoqian Shen Wenxuan Zhang Mohamed Elhoseiny MLLM 100 106 0 12 Mar 2023
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Yasuto Hoshi Daisuke Miyashita Yasuhiro Morioka Youyang Ng Osamu Torii J. Deguchi 61 0 0 09 Mar 2023
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mingxu Tao Yansong Feng Dongyan Zhao CLL KELM 74 10 0 02 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.7K 13,558 0 27 Feb 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets Irina Bejan Artem Sokolov Katja Filippova TDI 130 11 0 27 Feb 2023
Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models Kaitlyn Zhou Dan Jurafsky Tatsunori Hashimoto 125 69 0 26 Feb 2023
MUTANT: A Multi-sentential Code-mixed Hinglish Dataset Rahul Gupta Vivek Srivastava M. Singh 59 1 0 23 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 141 94 0 23 Feb 2023
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation Lorenz Kuhn Y. Gal Sebastian Farquhar UQLM 233 313 0 19 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 85 32 0 17 Feb 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models Yan Xu Mahdi Namazifar Devamanyu Hazarika Aishwarya Padmakumar Yang Liu Dilek Z. Hakkani-Tür KELM 79 27 0 17 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 216 16 0 17 Feb 2023
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents Shreya Saxena Raj Sangani Siva Prasad Shubham Kumar Mihir Athale Rohan Awhad Vishal Vaddina 41 5 0 14 Feb 2023
Symbolic Discovery of Optimization Algorithms Xiangning Chen Chen Liang Da Huang Esteban Real Kaiyuan Wang ... Xuanyi Dong Thang Luong Cho-Jui Hsieh Yifeng Lu Quoc V. Le 178 383 0 13 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 222 1,781 0 09 Feb 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study Hai Ye Yuyang Ding Juntao Li Hwee Tou Ng OOD TTA 116 10 0 09 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 105 9 0 08 Feb 2023
Chain of Hindsight Aligns Language Models with Feedback Hao Liu Carmelo Sferrazza Pieter Abbeel ALM 152 124 0 06 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 121 16 0 05 Feb 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 81 19 0 03 Feb 2023
The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models Son Quoc Tran Phong Nguyen-Thuan Do Uyen Le Matt Kretchmar ELM AAML 86 8 0 31 Jan 2023
In-Context Retrieval-Augmented Language Models Ori Ram Yoav Levine Itay Dalmedigos Dor Muhlgay Amnon Shashua Kevin Leyton-Brown Y. Shoham KELM RALM LRM 119 616 0 31 Jan 2023
Alternating Updates for Efficient Transformers Cenk Baykal D. Cutler Nishanth Dikkala Nikhil Ghosh Rina Panigrahy Xin Wang MoE 82 5 0 30 Jan 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 275 647 0 30 Jan 2023
A System for Human-AI collaboration for Online Customer Support Debayan Banerjee Mathis Poser Christina Wiethof Varun Shankar Subramanian Richard Paucar E. Bittner Christian Biemann 58 3 0 28 Jan 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Joshua Ainslie Sumit Sanghai Fei Sha William W. Cohen RALM 66 17 0 25 Jan 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 179 511 0 24 Jan 2023
KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information Hyungtak Choi Hyeonmok Ko Gurpreet Kaur Lohith Ravuru Kiranmayi Gandikota Manisha Jhawar S. Dharani Pranamya Patil 96 0 0 18 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 98 24 0 16 Jan 2023