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2306.14321
Cited By
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
25 June 2023
Yilun Zhao
Chen Zhao
Linyong Nan
Zhenting Qi
Wenlin Zhang
Xiangru Tang
Boyu Mi
Dragomir R. Radev
AAML
LMTD
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Papers citing
"RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations"
35 / 35 papers shown
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Jim Fan
Jan Kautz
Yu Wang
Zhiding Yu
179
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25 Nov 2025
DEVAL: A Framework for Evaluating and Improving the Derivation Capability of Large Language Models
Y. Li
Qin Li
Min Zhang
Min Zhang
LRM
269
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0
18 Nov 2025
GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs
Guanghao Zheng
Bowen Shi
Mingxing Xu
Ruoyu Sun
Peisen Zhao
...
Wenrui Dai
Junni Zou
Hongkai Xiong
Xiaopeng Zhang
Qi Tian
VLM
213
1
0
23 Oct 2025
FineVision: Open Data Is All You Need
Luis Wiedmann
Orr Zohar
Amir Mahla
Xiaohan Wang
Rui Li
Thibaud Frere
Leandro von Werra
Aritra Roy Gosthipaty
Andrés Marafioti
VLM
245
20
0
20 Oct 2025
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation
Wei Zhou
Bolei Ma
Annemarie Friedrich
Mohsen Mesgar
LMTD
ELM
235
3
0
08 Oct 2025
MindVL: Towards Efficient and Effective Training of Multimodal Large Language Models on Ascend NPUs
Feilong Chen
Y. Liu
Yi Huang
Hao Wang
Miren Tian
Ya-Qi Yu
Minghui Liao
Jihao Wu
MLLM
VLM
465
2
0
15 Sep 2025
M3TQA: Massively Multilingual Multitask Table Question Answering
Daixin Shu
Jian Yang
Zhenhe Wu
Xianjie Wu
Xianfu Cheng
...
Hualei Zhu
Wei Zhang
G. Zhang
Jiaheng Liu
Zhoujun Li
LMTD
231
2
0
22 Aug 2025
BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
Ahmed Masry
Abhay Puri
Masoud Hashemi
Juan A. Rodriguez
Megh Thakkar
...
David Vazquez
Enamul Hoque
Perouz Taslakian
Sai Rajeswar
Spandana Gella
AI4TS
213
7
0
13 Aug 2025
Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions
Kun Zhang
Le Wu
Kui Yu
Guangyi Lv
Dacao Zhang
AAML
ELM
414
2
0
08 Jun 2025
Table-R1: Inference-Time Scaling for Table Reasoning
Zheyuan Yang
Lyuhao Chen
Arman Cohan
Yilun Zhao
LMTD
ReLM
LRM
584
17
0
29 May 2025
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
Jin Wang
Yao Lai
Aoxue Li
Shifeng Zhang
Jiacheng Sun
Ning Kang
Chengyue Wu
Zhenguo Li
Ping Luo
564
27
0
26 May 2025
Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
Jiaer Xia
Yuhang Zang
Peng Gao
Shouqing Yang
Kaiyang Zhou
OffRL
ReLM
AI4TS
VLM
LRM
438
54
0
20 May 2025
Data Metabolism: An Efficient Data Design Schema For Vision Language Model
Jingyuan Zhang
Hongzhi Zhang
Zhou Haonan
Chenxi Sun
Xingguang Ji
Jiakang Wang
Fanheng Kong
Wenshu Fan
Qi Wang
Fuzheng Zhang
VLM
408
2
0
10 Apr 2025
Capybara-OMNI: An Efficient Paradigm for Building Omni-Modal Language Models
Xingguang Ji
Jiakang Wang
Hongzhi Zhang
Jingyuan Zhang
Haonan Zhou
Chenxi Sun
Wenshu Fan
Qi Wang
Fuzheng Zhang
MLLM
VLM
390
1
0
10 Apr 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
Iñigo Pikabea
Iñaki Lacunza
Oriol Pareras
Carlos Escolano
Aitor Gonzalez-Agirre
Javier Hernando
Marta Villegas
VLM
505
2
0
28 Mar 2025
PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks
Feng Ni
Kui Huang
Yao Lu
Wenyu Lv
Guanzhong Wang
Zeyu Chen
Wenshu Fan
VLM
484
2
0
06 Mar 2025
Structural Deep Encoding for Table Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
LMTD
330
2
0
03 Mar 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
Granite Vision Team
Leonid Karlinsky
Assaf Arbelle
Abraham Daniels
A. Nassar
...
Sriram Raghavan
Tanveer Syeda-Mahmood
Peter W. J. Staar
Tal Drory
Rogerio Feris
VLM
AI4TS
615
21
0
14 Feb 2025
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics
Atin Sakkeer Hussain
LRM
392
0
0
18 Dec 2024
DOGR: Towards Versatile Visual Document Grounding and Referring
Yinan Zhou
Yuxin Chen
Haokun Lin
Shuyu Yang
Li Zhu
Chen Ma
Chen Ma
Mingyu Ding
Ying Shan
ObjD
637
4
0
26 Nov 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yilun Zhao
Yitao Long
Yuru Jiang
Chengye Wang
Weiyuan Chen
Hongjun Liu
Yiming Zhang
Xiangru Tang
Chen Zhao
Arman Cohan
VLM
374
13
0
08 Nov 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Siyue Zhang
Anh Tuan Luu
Chen Zhao
LMTD
382
17
0
25 Sep 2024
NVLM: Open Frontier-Class Multimodal LLMs
Wenliang Dai
Nayeon Lee
Wei Ping
Zhuoling Yang
Zihan Liu
Jon Barker
Tuomas Rintamaki
Mohammad Shoeybi
Bryan Catanzaro
Ming-Yu Liu
MLLM
VLM
LRM
353
127
0
17 Sep 2024
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models
Natural Language Processing and Chinese Computing (NLPCC), 2024
Xingyun Hong
Yan Shao
Zhilin Wang
Manni Duan
Jin Xiongnan
272
0
0
09 Sep 2024
Building and better understanding vision-language models: insights and future directions
Hugo Laurençon
Andrés Marafioti
Victor Sanh
Léo Tronchon
VLM
375
158
0
22 Aug 2024
What matters when building vision-language models?
Neural Information Processing Systems (NeurIPS), 2024
Hugo Laurençon
Léo Tronchon
Matthieu Cord
Victor Sanh
VLM
489
317
0
03 May 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering
Wei Zhou
Mohsen Mesgar
Heike Adel
Annemarie Friedrich
LMTD
260
17
0
29 Apr 2024
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability
IEEE International Conference on Data Engineering (ICDE), 2024
Jinwei Lu
Wailing Ng
Haodi Zhang
Chen Zhang
Raymond Chi-Wing Wong
OOD
341
3
0
10 Apr 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey
Xi Fang
Weijie Xu
Fiona Anting Tan
Jiani Zhang
Ziqing Hu
Yanjun Qi
Scott Nickleach
Diego Socolinsky
Srinivasan H. Sengamedu
Christos Faloutsos
LMTD
ALM
654
206
0
27 Feb 2024
Large Language Model for Table Processing: A Survey
Weizheng Lu
Jiaming Zhang
Jing Zhang
Yueguo Chen
LMTD
353
98
0
04 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering
Sohan Patnaik
Heril Changwal
Milan Aggarwal
Sumita Bhatia
Yaman Kumar
Balaji Krishnamurthy
LMTD
RALM
588
34
0
02 Feb 2024
Rethinking Tabular Data Understanding with Large Language Models
Tianyang Liu
Fei Wang
Muhao Chen
ReLM
LMTD
LRM
316
51
0
27 Dec 2023
Observatory: Characterizing Embeddings of Relational Tables
Proceedings of the VLDB Endowment (PVLDB), 2023
Tianji Cong
Madelon Hulsebos
Zhenjie Sun
Paul Groth
H. V. Jagadish
434
19
0
05 Oct 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
Xiangru Tang
Yiming Zong
Jason Phang
Yilun Zhao
Wangchunshu Zhou
Arman Cohan
Mark B. Gerstein
LMTD
ELM
ALM
317
17
0
16 Sep 2023
QTSumm: Query-Focused Summarization over Tabular Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yilun Zhao
Zhenting Qi
Linyong Nan
Boyu Mi
Yixin Liu
...
Ruizhe Chen
Xiangru Tang
Yumo Xu
Dragomir R. Radev
Arman Cohan
RALM
LMTD
305
3
0
23 May 2023
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