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
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale Xiaotang Gai Chenyi Zhou Jiaxiang Liu Yang Feng Jian Wu Zuo-Qiang Liu MedIm 36 6 0 18 Apr 2024
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study Zooey Nguyen Anthony Annunziata Vinh Luong Sang Dinh Quynh Le Anh Hai Ha Chanh Le Hong An Phan Shruti Raghavan Christopher Nguyen LRM 42 4 0 17 Apr 2024
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference Mokanarangan Thayaparan Marco Valentino André Freitas 28 0 0 03 Apr 2024
Measuring Social Norms of Large Language Models Ye Yuan Kexin Tang Jianhao Shen Ming Zhang Chenguang Wang ELM 34 6 0 03 Apr 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao 47 6 0 01 Apr 2024
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering Yexin Wu ZhuoSheng Zhang Hai Zhao LRM 27 4 0 28 Mar 2024
Enhancing Metaphor Detection through Soft Labels and Target Word Prediction Kaidi Jia Rongsheng Li 29 0 0 27 Mar 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models Dongjun Jang Sungjoo Byun Hyemi Jo Hyopil Shin ALM 23 0 0 25 Mar 2024
Automated Data Curation for Robust Language Model Fine-Tuning Jiuhai Chen Jonas W. Mueller ALM 42 20 0 19 Mar 2024
Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks Yuncheng Huang Qi He Yipei Xu Jiaqing Liang Yanghua Xiao LRM 46 1 0 14 Mar 2024
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning Yichuan Li Xiyao Ma Sixing Lu Kyumin Lee Xiaohu Liu Chenlei Guo 29 6 0 11 Mar 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 46 0 0 01 Mar 2024
Measuring Vision-Language STEM Skills of Neural Models Jianhao Shen Ye Yuan Srbuhi Mirzoyan Ming Zhang Chenguang Wang VLM 33 8 0 27 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling Lingxi Zhang Yue Yu Kuan-Chieh Jackson Wang Chao Zhang VLM RALM 38 4 0 21 Feb 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models Yizhi Li Ge Zhang Xingwei Qu Jiali Li Zhaoqun Li ... Jiajun Zhang Zuowen Li Stephen W. Huang Chenghua Lin Jie Fu ALM ELM 40 3 0 20 Feb 2024
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies Xiao Ye Andrew Wang Jacob Choi Yining Lu Shreya Sharma Lingfeng Shen Vijay Tiyyala Nicholas Andrews Daniel Khashabi ELM 44 8 0 19 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 26 27 0 17 Feb 2024
Instruction Diversity Drives Generalization To Unseen Tasks Dylan Zhang Justin Wang Francois Charton ALM 39 6 0 16 Feb 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning Ming Li Lichang Chen Jiuhai Chen Shwai He Jiuxiang Gu Dinesh Manocha 29 53 0 15 Feb 2024
How to Train Data-Efficient LLMs Noveen Sachdeva Benjamin Coleman Wang-Cheng Kang Jianmo Ni Lichan Hong Ed H. Chi James Caverlee Julian McAuley D. Cheng 32 52 0 15 Feb 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Yejie Wang Keqing He Guanting Dong Pei Wang Weihao Zeng ... Yutao Mou Mengdi Zhang Jingang Wang Xunliang Cai Weiran Xu ALM 28 10 0 14 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 125 118 0 09 Feb 2024
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion Shoubin Yu Jaehong Yoon Mohit Bansal 85 4 0 08 Feb 2024
Knowledge Generation for Zero-shot Knowledge-based VQA Rui Cao Jing Jiang 28 2 0 04 Feb 2024
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering Ziyu Ma Shutao Li Bin Sun Jianfei Cai Zuxiang Long Fuyan Ma 34 2 0 04 Feb 2024
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models Costas Mavromatis Petros Karypis George Karypis KELM RALM 56 2 0 03 Feb 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning Ming Li Yong Zhang Shwai He Zhitao Li Hongyu Zhao Jianzong Wang Ning Cheng Dinesh Manocha 35 69 0 01 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 24 123 0 31 Jan 2024
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs Ying Su Jipeng Zhang Yangqiu Song Tong Zhang 30 0 0 31 Jan 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts Lingfeng Shen Weiting Tan Sihao Chen Yunmo Chen Jingyu Zhang Haoran Xu Boyuan Zheng Philipp Koehn Daniel Khashabi 34 38 0 23 Jan 2024
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning Debjyoti Mondal Suraj Modi Subhadarshi Panda Rituraj Singh Godawari Sudhakar Rao LRM 28 38 0 23 Jan 2024
Large Language Models for Scientific Information Extraction: An Empirical Study for Virology Mahsa Shamsabadi Jennifer D'Souza Sören Auer 23 6 0 18 Jan 2024
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints Kunpeng Guo Dennis Diefenbach Antoine Gourru Christophe Gravier 33 0 0 17 Jan 2024
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Jingyao Li Pengguang Chen Jiaya Jia Hong Xu Jiaya Jia LRM 32 12 0 26 Dec 2023
Towards a Unified Multimodal Reasoning Framework Abhinav Arun Dipendra Singh Mal Mehul Soni Tomohiro Sawada LRM 33 0 0 22 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 30 77 0 17 Dec 2023
Multi-modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models Liqi He Zuchao Li Xiantao Cai Ping Wang LRM 41 18 0 14 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 24 5 0 11 Dec 2023
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models Bingshuai Liu Chenyang Lyu Zijun Min Zhanyu Wang Jinsong Su Longyue Wang LRM 39 7 0 04 Dec 2023
Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation P. Bricman 24 0 0 01 Dec 2023
Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension Akira Kawabata Saku Sugawara ELM 24 5 0 30 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 41 7 0 23 Nov 2023
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP Dongjun Jang Sangah Lee Sungjoo Byun Jinwoong Kim Jean Seo ... Soyeon Kim Chaeyoung Oh Jaeyoon Kim Hyemi Jo Hyopil Shin ALM 24 0 0 23 Nov 2023
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms Aditi Jha Sam Havens Jeremey Dohmann Alex Trott Jacob P. Portes ALM 24 11 0 22 Nov 2023
Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? Tim Hartill Joshua Bensemann Michael Witbrock Patricia Riddle KELM 30 0 0 21 Nov 2023
On the Calibration of Multilingual Question Answering LLMs Yahan Yang Soham Dan Dan Roth Insup Lee 19 2 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 38 4 0 15 Nov 2023
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios Lei Lin Jiayi Fu Pengli Liu Qingyang Li Yan Gong Junchen Wan Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM 32 7 0 14 Nov 2023
Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games Arjun Vaithilingam Sudhakar Prasanna Parthasarathi Janarthanan Rajendran Sarath Chandar 26 3 0 13 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document Zheng Chu Zekun Wang Jiafeng Liang Ming Liu Bing Qin 25 2 0 08 Nov 2023