Ritesh Sarkhel

32 papers A* 2B 1Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities.
CoRR
Jing Yang Lee, Hamed Bonab, Nasser Zalmout, Ming Zeng, Sanket Lokegaonkar, Colin Lockard, Binxuan Huang, Ritesh Sarkhel, Haodong Wang
2025 J jnl
Multimodal Policy Internalization for Conversational Agents.
CoRR
Zhenhailong Wang, Jiateng Liu, Amin Fazel, Ritesh Sarkhel, Xing Fan, Xiang Li, Chenlei Guo, Heng Ji, Ruhi Sarikaya
2025 — conf
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
EMNLP (Findings)
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2025 J jnl
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
CoRR
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2024 J jnl
Natural scene text localization and detection using MSER and its variants: a comprehensive survey.
Multim. Tools Appl.
Kalpita Dutta, Ritesh Sarkhel, Mahantapas Kundu, Mita Nasipuri, Nibaran Das
2024 J jnl
Noise-Aware Training of Layout-Aware Language Models.
CoRR
Ritesh Sarkhel, Xiaoqi Ren, Lauro Beltrão Costa, Guolong Su, Vincent Perot, Yanan Xie, Emmanouil Koukoumidis, Arnab Nandi
2024 A* conf
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
NeurIPS
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024 J jnl
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
CoRR
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2023 J jnl
Cross-Modal Entity Matching for Visually Rich Documents.
CoRR
Ritesh Sarkhel, Arnab Nandi
2023 J jnl
Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages.
Proc. VLDB Endow.
Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar
2022 J jnl
Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents.
CoRR
Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar
2022 J jnl
Quill: A Declarative Approach for Accelerating Augmented Reality Application Development.
IEEE Data Eng. Bull.
Codi J. Burley, Ritesh Sarkhel, Arnab Nandi
2021 J jnl
Improving Information Extraction from Visually Rich Documents using Visual Span Representations.
Proc. VLDB Endow.
Ritesh Sarkhel, Arnab Nandi
2021 J jnl
Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks.
Pattern Recognit.
Bodhisatwa Mandal, Ritesh Sarkhel, Swarnendu Ghosh, Nibaran Das, Mita Nasipuri
2020 J jnl
A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognition.
CoRR
Animesh Singh, Ritesh Sarkhel, Nibaran Das, Mahantapas Kundu, Mita Nasipuri
2020 B conf
Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths.
COLING
Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy
2020 J jnl
Transfer Learning for Abstractive Summarization at Controllable Budgets.
CoRR
Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy
2019 J jnl
A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network.
CoRR
Animesh Singh, Sandip Saha, Ritesh Sarkhel, Mahantapas Kundu, Mita Nasipuri, Nibaran Das
2019 A* conf
Deterministic Routing between Layout Abstractions for Multi-Scale Classification of Visually Rich Documents.
IJCAI
Ritesh Sarkhel, Arnab Nandi
2019 J jnl
Handwritten Indic Character Recognition using Capsule Networks.
CoRR
Bodhisatwa Mandal, Suvam Dubey, Swarnendu Ghosh, Ritesh Sarkhel, Nibaran Das
2019 J jnl
Multiobjective optimization for recognition of isolated handwritten Indic scripts.
Pattern Recognit. Lett.
Anisha Gupta, Ritesh Sarkhel, Nibaran Das, Mahantapas Kundu
2019 J jnl
Using dynamic routing to extract intermediate features for developing scalable capsule networks.
CoRR
Bodhisatwa Mandal, Swarnendu Ghosh, Ritesh Sarkhel, Nibaran Das, Mita Nasipuri
2019 — conf
Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents.
SIGMOD Conference
Ritesh Sarkhel, Arnab Nandi
2018 — conf
A K-Competitive Autoencoder for Aggression Detection in Social Media Text.
TRAC@COLING 2018
Promita Maitra, Ritesh Sarkhel
2018 J jnl
An improved Harmony Search Algorithm embedded with a novel piecewise opposition based learning algorithm.
Eng. Appl. Artif. Intell.
Ritesh Sarkhel, Nibaran Das, Amit K. Saha, Mita Nasipuri
2018 J jnl
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling.
CoRR
Aritra Das, Swarnendu Ghosh, Ritesh Sarkhel, Sandipan Choudhuri, Nibaran Das, Mita Nasipuri
2018 J jnl
Object Localization on Natural Scenes: A Survey.
Int. J. Pattern Recognit. Artif. Intell.
Sandipan Choudhuri, Nibaran Das, Ritesh Sarkhel, Mita Nasipuri
2017 J jnl
A multi-scale deep quad tree based feature extraction method for the recognition of isolated handwritten characters of popular indic scripts.
Pattern Recognit.
Ritesh Sarkhel, Nibaran Das, Aritra Das, Mahantapas Kundu, Mita Nasipuri
2017 J jnl
A novel Harmony Search algorithm embedded with metaheuristic Opposition Based Learning.
J. Intell. Fuzzy Syst.
Ritesh Sarkhel, Tithi Mitra Chowdhury, Mayuk Das, Nibaran Das, Mita Nasipuri
2016 J jnl
A multi-objective approach towards cost effective isolated handwritten Bangla character and digit recognition.
Pattern Recognit.
Ritesh Sarkhel, Nibaran Das, Amit K. Saha, Mita Nasipuri
2016 J jnl
An Enhanced Harmony Search Method for Bangla Handwritten Character Recognition Using Region Sampling.
CoRR
Ritesh Sarkhel, Amit K. Saha, Nibaran Das
2015 — conf
An enhanced harmony search method for Bangla handwritten character recognition using region sampling.
ReTIS
Ritesh Sarkhel, Amit K. Saha, Nibaran Das