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 / 152 papers shown

Title
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
(QA) $^2$ : Question Answering with Questionable Assumptions Najoung Kim Phu Mon Htut Sam Bowman Jackson Petty 27 33 0 20 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick K. L. Ng William Yang Wang Zhiheng Huang AI4CE 24 4 0 17 Dec 2022
Successive Prompting for Decomposing Complex Questions Dheeru Dua Shivanshu Gupta Sameer Singh Matt Gardner ReLM LRM 29 111 0 08 Dec 2022
Editing Models with Task Arithmetic Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt Hannaneh Hajishirzi Ali Farhadi KELM MoMe MU 45 424 0 08 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 55 322 0 07 Dec 2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations Jiarui Zhang Filip Ilievski Aravinda Kollaa Jonathan M Francis Kaixin Ma A. Oltramari 16 2 0 04 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 31 19 0 01 Dec 2022
PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets Jinghui Lu Rui Zhao Brian Mac Namee Fei Tan 24 18 0 27 Nov 2022
Unified Question Answering in Slovene Katja Logar Marko Robnik-Šikonja 19 0 0 16 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 26 33 0 15 Nov 2022
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 50 152 0 09 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 27 34 0 01 Nov 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning Roshanak Mirzaee Parisa Kordjamshidi SyDa LRM 16 32 0 30 Oct 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 30 19 0 30 Oct 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 19 10 0 24 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 62 2,987 0 20 Oct 2022
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks Nikil Selvam Sunipa Dev Daniel Khashabi Tushar Khot Kai-Wei Chang ALM 15 25 0 18 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 14 25 0 16 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang M. Kejriwal 13 6 0 14 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 25 3 0 12 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 21 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 170 325 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 114 93 0 06 Oct 2022
Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes Ke Shen M. 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 31 239 0 03 Oct 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 A. Kalyan ReLM LRM 30 267 0 29 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 11 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 A. Kalyan ELM ReLM LRM 211 1,105 0 20 Sep 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios Mana Ashida Saku Sugawara 57 6 0 16 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 43 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 30 23 0 13 Sep 2022
Activity report analysis with automatic single or multispan answer extraction R. Choudhary A. Sridhar Erik M. Visser 16 1 0 09 Sep 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 28 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 19 12 0 15 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 29 11 0 07 Jul 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 39 73 0 22 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 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 124 100 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 223 190 0 24 May 2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang Filip Ilievski Kaixin Ma Jonathan M Francis A. Oltramari SSL 16 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 148 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 33 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 57 294 0 10 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 11 18 0 04 May 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 33 123 0 25 Apr 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning Vishakh Padmakumar Leonard Lausen Miguel Ballesteros Sheng Zha He He George Karypis 23 18 0 23 Apr 2022