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
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering Zhen Han Yue Feng Mingming Sun ELM LRM ReLM 17 2 0 18 Mar 2023
Towards the Scalable Evaluation of Cooperativeness in Language Models Alan Chan Maxime Riché Jesse Clifton LLMAG 33 6 0 16 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models Bhargavi Paranjape Scott M. Lundberg Sameer Singh Hannaneh Hajishirzi Luke Zettlemoyer Marco Tulio Ribeiro KELM ReLM LRM 23 142 0 16 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 39 7 0 09 Mar 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework Shengnan An Zeqi Lin B. Chen Qiang Fu Nanning Zheng Jian-Guang Lou 49 4 0 23 Feb 2023
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram Ming-Liang Zhang Fei Yin Cheng-Lin Liu AI4CE 63 41 0 22 Feb 2023
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain Kuntal Kumar Pal Kazuaki Kashihara Ujjwala Anantheswaran Kirby Kuznia S. Jagtap Chitta Baral AAML 27 3 0 20 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 47 370 0 15 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 30 79 0 07 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models ZhuoSheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 32 415 0 02 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 41 638 0 31 Jan 2023
Multitask Instruction-based Prompting for Fallacy Recognition Tariq Alhindi Tuhin Chakrabarty Elena Musi Smaranda Muresan LRM 18 30 0 24 Jan 2023
Emotion-Cause Pair Extraction as Question Answering Huu-Hiep Nguyen Minh-Tien Nguyen 61 5 0 05 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 149 161 0 31 Dec 2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 44 261 0 22 Dec 2022
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models Jiaxian Guo Junnan Li Dongxu Li A. M. H. Tiong Boyang Albert Li Dacheng Tao Steven C. H. Hoi VLM MLLM 37 108 0 21 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 50 140 0 20 Dec 2022
When Do Decompositions Help for Machine Reading? Kangda Wei Dawn J Lawrie Benjamin Van Durme Yunmo Chen Orion Weller ReLM 85 2 0 20 Dec 2022
(QA) $^2$ : Question Answering with Questionable Assumptions Najoung Kim Phu Mon Htut Sam Bowman Jackson Petty 29 33 0 20 Dec 2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks Kaiser Sun Peng Qi Yuhao Zhang Lan Liu William Yang Wang Zhiheng Huang 29 7 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 29 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 Ng William Yang Wang Zhiheng Huang AI4CE 32 4 0 17 Dec 2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? David Mueller Matthew Wiesner Mark Dredze 36 6 0 13 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 27 2 0 09 Dec 2022
Successive Prompting for Decomposing Complex Questions Dheeru Dua Shivanshu Gupta Sameer Singh Matt Gardner ReLM LRM 34 113 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 77 443 0 08 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 73 331 0 07 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 52 4 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 26 2 0 04 Dec 2022
KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu Fei Mi Zheng Zhang Yasheng Wang Yitong Li Xin Jiang Qun Liu Xiaoyan Zhu Minlie Huang 26 5 0 04 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 38 20 0 01 Dec 2022
PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets Jinghui Lu Rui Zhao Brian Mac Namee Fei Tan 24 19 0 27 Nov 2022
HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang Yi Mao Pengcheng He Weizhu Chen 36 30 0 22 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 34 11 0 20 Nov 2022
Unified Question Answering in Slovene Katja Logar Marko Robnik-Šikonja 24 0 0 16 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 46 740 0 16 Nov 2022
QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 21 28 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 33 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 61 155 0 09 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 33 34 0 01 Nov 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning Roshanak Mirzaee Parisa Kordjamshidi SyDa LRM 27 33 0 30 Oct 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 50 19 0 30 Oct 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 58 10 0 29 Oct 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 34 10 0 24 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 148 187 0 22 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 103 3,019 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 26 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 22 25 0 16 Oct 2022
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining H. Zhang Aysa Xuemo Fan Rui Zhang VLM 46 3 0 14 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 20 6 0 14 Oct 2022