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
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos Te-Lin Wu Zi-Yi Dou Qingyuan Hu Yu Hou Nischal Reddy Chandra Marjorie Freedman R. Weischedel Nanyun Peng 44 5 0 02 Nov 2023
Comparing Optimization Targets for Contrast-Consistent Search Hugo Fry S. Fallows Ian Fan Jamie Wright Nandi Schoots 16 2 0 01 Nov 2023
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension Guoxin Chen Yiming Qian Bowen Wang Liangzhi Li 18 7 0 27 Oct 2023
Multi-grained Evidence Inference for Multi-choice Reading Comprehension Yilin Zhao Hai Zhao Sufeng Duan 25 2 0 27 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 35 94 0 25 Oct 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 40 10 0 24 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 32 3 0 18 Oct 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Scope Chen Ling Xuchao Zhang Xujiang Zhao Yanchi Liu Wei Cheng Mika Oishi Takao Osaki Katsushi Matsuda Haifeng Chen Liang Zhao ReLM LRM 29 1 0 18 Oct 2023
NuclearQA: A Human-Made Benchmark for Language Models for the Nuclear Domain Anurag Acharya Sai Munikoti Aaron Hellinger Sara Smith S. Wagle Sameera Horawalavithana ELM 40 4 0 17 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 35 1 0 15 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 29 4 0 13 Oct 2023
Mitigating Bias for Question Answering Models by Tracking Bias Influence Mingyu Derek Ma Jiun-Yu Kao Arpit Gupta Yu-Hsiang Lin Wenbo Zhao Tagyoung Chung Wei Wang Kai-Wei Chang Nanyun Peng 40 4 0 13 Oct 2023
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams Ethan Callanan A. Mbakwe Antony Papadimitriou Yulong Pei Mathieu Sibue Xiaodan Zhu Zhiqiang Ma Xiaomo Liu Sameena Shah ELM 38 14 0 12 Oct 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 29 0 0 10 Oct 2023
Augmented Embeddings for Custom Retrievals Anirudh Khatry Yasharth Bajpai Priyanshu Gupta Sumit Gulwani Ashish Tiwari RALM 20 1 0 09 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 37 22 0 07 Oct 2023
Faithful Knowledge Graph Explanations for Commonsense Reasoning Weihe Zhai A. Zubiaga 30 1 0 07 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 24 4 0 03 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 21 3 0 02 Oct 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 24 24 0 26 Sep 2023
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change Paulo Pirozelli M. M. José I. Silveira Flávio Nakasato S. M. Peres A. Brandão Anna H. R. Costa Fabio Gagliardi Cozman RALM 34 4 0 19 Sep 2023
Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition Bang Wang Zhenglin Wang Wei Xiang Yijun Mo CLL 27 2 0 14 Sep 2023
Can NLP Models Ídentify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer? Ayushi Agarwal Nisarg Patel Neeraj Varshney Mihir Parmar Pavan Mallina Aryan Bhavin Shah Srihari Sangaraju Tirth Patel Nihar Thakkar Chitta Baral ELM 31 3 0 08 Sep 2023
Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets? Leon Weber-Genzel Robert Litschko Ekaterina Artemova Barbara Plank 29 2 0 04 Sep 2023
Evaluating the Robustness to Instructions of Large Language Models Yuansheng Ni Sichao Jiang Xinyu Wu Hui Shen Yuli Zhou ALM 30 2 0 28 Aug 2023
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning Ming Li Yong Zhang Zhitao Li Jiuhai Chen Lichang Chen Ning Cheng Jianzong Wang Dinesh Manocha Jing Xiao 48 178 0 23 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 24 549 0 21 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 54 60 0 20 Aug 2023
Tackling Vision Language Tasks Through Learning Inner Monologues Diji Yang Kezhen Chen Jinmeng Rao Xiaoyuan Guo Yawen Zhang Jie Yang Yuyao Zhang MLLM 29 9 0 19 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 35 3 0 12 Aug 2023
Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals Fanglong Yao Changyuan Tian Jintao Liu Zequn Zhang Qing Liu Li Jin Shuchao Li Xiaoyu Li Xian Sun ReLM LRM 28 16 0 11 Aug 2023
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval Tim Hartill Diana Benavides-Prado Michael Witbrock Patricia J. Riddle ReLM LRM 31 1 0 09 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 48 41 0 01 Aug 2023
Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework Jingxuan Wei Cheng Tan Zhangyang Gao Linzhuang Sun Siyuan Li Bihui Yu R. Guo Stan Z. Li LRM 34 8 0 24 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 43 1 0 23 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 60 5 0 19 Jul 2023
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering C. Krishna RALM 42 0 0 12 Jul 2023
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu HILM 42 159 0 08 Jul 2023
Scaling In-Context Demonstrations with Structured Attention Tianle Cai Kaixuan Huang Jason D. Lee Mengdi Wang LRM 33 8 0 05 Jul 2023
Won't Get Fooled Again: Answering Questions with False Premises Shengding Hu Yi-Xiao Luo Huadong Wang Xingyi Cheng Zhiyuan Liu Maosong Sun 37 22 0 05 Jul 2023
Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks B. Levinstein Daniel A. Herrmann 19 54 0 30 Jun 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang Hamed Firooz RALM 35 3 0 30 Jun 2023
Multimodal Prompt Retrieval for Generative Visual Question Answering Timothy Ossowski Junjie Hu 23 1 0 30 Jun 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 89 15 0 19 Jun 2023
DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning Hengli Li Songchun Zhu Zilong Zheng 13 8 0 15 Jun 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang SyDa ALM ELM 34 645 0 14 Jun 2023
Privacy Aware Question-Answering System for Online Mental Health Risk Assessment P. Chhikara Ujjwal Pasupulety J. Marshall Dhiraj Chaurasia Shwetanjali Kumari AI4MH 16 3 0 09 Jun 2023
A Study of Situational Reasoning for Traffic Understanding Jiarui Zhang Filip Ilievski Kaixin Ma Aravinda Kollaa Jonathan M Francis A. Oltramari 31 13 0 05 Jun 2023
How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension Chen Zhang Jiuheng Lin Xiao Liu Yuxuan Lai Yansong Feng Dongyan Zhao 33 4 0 01 Jun 2023