ManyModalQA: Modality Disambiguation and QA over Diverse Inputs

ManyModalQA: Modality Disambiguation and QA over Diverse Inputs

22 January 2020

Joey Tianyi Zhou

Papers citing "ManyModalQA: Modality Disambiguation and QA over Diverse Inputs"

13 / 13 papers shown

Title
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning Seunghee Kim Changhyeon Kim Taeuk Kim LRM 94 1 0 20 Feb 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models Wenbo Hu Jia-Chen Gu Zi-Yi Dou Mohsen Fayyaz Pan Lu Kai-Wei Chang Nanyun Peng VLM 69 4 0 10 Oct 2024
iTBLS: A Dataset of Interactive Conversations Over Tabular Information Anirudh S. Sundar Christopher Richardson William Gay Larry Heck LMTD 47 1 0 19 Apr 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Chenyu You Yingbo Zhou Semih Yavuz LRM 27 6 0 31 Oct 2023
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model Le Zhang Yihong Wu Fengran Mo Jian-Yun Nie Aishwarya Agrawal MLLM RALM 34 6 0 20 Oct 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 23 8 0 21 Mar 2023
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 74 9 0 24 Jun 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches Anirudh S. Sundar Larry Heck 43 29 0 13 May 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Reddy Gangi Reddy Xilin Rui Manling Li Xudong Lin Haoyang Wen ... Joey Tianyi Zhou Avirup Sil Shih-Fu Chang A. Schwing Heng Ji 25 31 0 20 Dec 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 32 159 0 15 Jul 2021
Question Decomposition with Dependency Graphs Matan Hasson Jonathan Berant GNN 39 9 0 17 Apr 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 32 150 0 13 Apr 2021
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 47 51 0 22 Oct 2020