UnifiedQA: Crossing Format Boundaries With a Single QA System

2 May 2020

Daniel Khashabi

Oyvind Tafjord

Papers citing "UnifiedQA: Crossing Format Boundaries With a Single QA System"

50 / 469 papers shown

Title
SQA3D: Situated Question Answering in 3D Scenes Xiaojian Ma Silong Yong Zilong Zheng Qing Li Yitao Liang Song-Chun Zhu Siyuan Huang LM&Ro 38 134 0 14 Oct 2022
Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding Janvijay Singh Fan Bai Zhen Wang 28 1 0 12 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix ZhuoSheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 25 16 0 12 Oct 2022
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm Hongming Zhang Yintong Huo Yanai Elazar Yangqiu Song Yoav Goldberg Dan Roth LRM 33 3 0 12 Oct 2022
Cross-Lingual Speaker Identification Using Distant Supervision Ben Zhou Dian Yu Dong Yu Dan Roth 11 1 0 11 Oct 2022
Can Language Models Be Specific? How? Jie Huang Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 71 8 0 11 Oct 2022
XPrompt: Exploring the Extreme of Prompt Tuning Fang Ma Chen Zhang Lei Ren Jingang Wang Qifan Wang Wei Wu Xiaojun Quan Dawei Song VLM 110 37 0 10 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 0 09 Oct 2022
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events Haoyu Wang Hongming Zhang Yueguan Wang Yuqian Deng Muhao Chen Dan Roth 27 1 0 08 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 31 59 0 06 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 174 337 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
Understanding Substructures in Commonsense Relations in ConceptNet Ke Shen Mayank Kejriwal NAI 20 2 0 03 Oct 2022
Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes Ke Shen Mayank Kejriwal 27 4 0 03 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 240 0 03 Oct 2022
What Makes Pre-trained Language Models Better Zero-shot Learners? Jinghui Lu Dongsheng Zhu Weidong Han Rui Zhao Brian Mac Namee Fei Tan 42 23 0 30 Sep 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 61 269 0 29 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 27 6 0 20 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 211 1,134 0 20 Sep 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios Mana Ashida Saku Sugawara 70 6 0 16 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 51 6 0 15 Sep 2022
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance Anna Gottardi Osman Ipek Giuseppe Castellucci Shui Hu Lavina Vaz ... Oleg Rokhlenko Kate Bland Eugene Agichtein R. Ghanadan Y. Maarek 38 23 0 13 Sep 2022
Activity report analysis with automatic single or multispan answer extraction R. Choudhary A. Sridhar Erik M. Visser 24 1 0 09 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 42 4 0 05 Sep 2022
Elaboration-Generating Commonsense Question Answering at Scale Wenya Wang Vivek Srikumar Hannaneh Hajishirzi Noah A. Smith ELM LRM 40 15 0 02 Sep 2022
Continuous QA Learning with Structured Prompts Yinhe Zheng CLL 33 1 0 31 Aug 2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking Yutao Zhu J. Nie Yixuan Su Haonan Chen Xinyu Zhang Zhicheng Dou 35 11 0 22 Aug 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers Mokanarangan Thayaparan Marco Valentino André Freitas 16 0 0 05 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 36 5 0 01 Aug 2022
Reasoning about Actions over Visual and Linguistic Modalities: A Survey Shailaja Keyur Sampat Maitreya Patel Subhasish Das Yezhou Yang Chitta Baral ReLM LM&Ro LRM 27 12 0 15 Jul 2022
Bootstrapping a User-Centered Task-Oriented Dialogue System Shijie Chen Ziru Chen Xiang Deng A. Lewis Lingbo Mo ... Zhen Wang Xiang Yue Tianshu Zhang Yu-Chuan Su Huan Sun 13 2 0 11 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 44 11 0 07 Jul 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 51 24 0 24 Jun 2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng Michel Galley Pengcheng He Chris Brockett Lars Liden E. Nouri Zhou Yu Bill Dolan Jianfeng Gao VLM 49 74 0 22 Jun 2022
STable: Table Generation Framework for Encoder-Decoder Models Michal Pietruszka M. Turski Łukasz Borchmann Tomasz Dwojak Gabriela Pałka Karolina Szyndler Dawid Jurkiewicz Lukasz Garncarek LMTD 36 17 0 08 Jun 2022
Learning to Query Internet Text for Informing Reinforcement Learning Agents Kolby Nottingham Alekhya Pyla Sameer Singh Roy Fox RALM 11 3 0 25 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 20 12 0 25 May 2022
Asking the Right Questions in Low Resource Template Extraction Nils Holzenberger Yunmo Chen Benjamin Van Durme 41 4 0 25 May 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 130 100 0 24 May 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning Afra Feyza Akyürek Sejin Paik Muhammed Yusuf Kocyigit S. Akbiyik cSerife Leman Runyun Derry Wijaya ALM 41 14 0 23 May 2022
Challenges in Measuring Bias via Open-Ended Language Generation Afra Feyza Akyürek Muhammed Yusuf Kocyigit Sejin Paik Derry Wijaya 45 23 0 23 May 2022
UnifieR: A Unified Retriever for Large-Scale Retrieval Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang Daxin Jiang RALM 29 28 0 23 May 2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang Filip Ilievski Kaixin Ma Jonathan M Francis A. Oltramari SSL 23 5 0 21 May 2022
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data Dominik Stammbach Maria Antoniak Elliott Ash 156 32 0 16 May 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets Philippe Laban Chien-Sheng Wu Wenhao Liu Caiming Xiong 43 5 0 13 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 74 298 0 10 May 2022
Beyond Bounding Box: Multimodal Knowledge Learning for Object Detection Wei Feng Xingyuan Bu Chenchen Zhang Xubin Li VLM 12 4 0 09 May 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 20 34 0 09 May 2022
Better Retrieval May Not Lead to Better Question Answering Zhengzhong Liang Tushar Khot Steven Bethard Mihai Surdeanu Ashish Sabharwal RALM LRM 28 3 0 07 May 2022