Natraj Raman

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Venues

CoRR

WWW (Companion Volume)

Neurocomputing

SIGIR

Birkbeck, University of London, UK (PHD)

Education History

Birkbeck, University of London, UK

PHD

Publications

Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreacic, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch
Synthetic Data Applications in Finance. CoRR (2024)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A layout-aware generative language model for multimodal document understanding. CoRR (2024)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. ACL (1) (2024)
Tianyu Cao, Natraj Raman, Danial Dervovic, Chenhao Tan
Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports. CoRR (2024)
Natraj Raman, Daniele Magazzeni, Sameena Shah
Bayesian Hierarchical Models for Counterfactual Estimation. AISTATS (2023)
Natraj Raman, Sameena Shah
Synthetic Text Generation using Hypergraph Representations. CoRR (2023)
Nikhil E, Anshul Padhi, Pulkit Parikh, Swati Kanwal, Kamalakar Karlapalem, Natraj Raman
Aspect-based Summarization of Legal Case Files using Sentence Classification. WWW (Companion Volume) (2023)
Natraj Raman, Daniele Magazzeni, Sameena Shah
Bayesian Hierarchical Models for Counterfactual Estimation. CoRR (2023)
Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah
BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. SIGIR (2023)
Natraj Raman, Sameena Shah, Manuela Veloso
Structure and Semantics Preserving Document Representations. SIGIR (2022)
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain. CoRR (2022)
Sathvik Sanjeev Buggana, Deepti Saravanan, Shravya Kanchi, Ujwal Narayan, Shivam Mangale, Lini T. Thomas, Kamalakar Karlapalem, Natraj Raman
SEBI Regulation Biography. WWW (Companion Volume) (2022)
Ujwal Narayan, Pulkit Parikh, Kamalakar Karlapalem, Natraj Raman
Detecting Regulation Violations for an Indian Regulatory Body through Multi Label Classification. WWW (Companion Volume) (2022)
Natraj Raman, Sameena Shah, Manuela Veloso
Synthetic document generator for annotation-free layout recognition. Pattern Recognit. 128 (2022)
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. EMNLP (2022)
Natraj Raman, Sameena Shah, Manuela Veloso
Structure with Semantics: Exploiting Document Relations for Retrieval. CoRR (2022)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Domain-agnostic Document Representation Learning Using Latent Topics and Metadata. FLAIRS Conference (2021)
Natraj Raman, Sameena Shah, Manuela Veloso
Synthetic Document Generator for Annotation-free Layout Recognition. CoRR (2021)
Natraj Raman, Grace Bang, Armineh Nourbakhsh
Mapping ESG Trends by Distant Supervision of Neural Language Models. Mach. Learn. Knowl. Extr. 2 (4) (2020)
Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso
Robust Document Representations using Latent Topics and Metadata. CoRR (2020)
Natraj Raman, Grace Bang, Azadeh Nematzadeh
MultiGraph Attention Network for analyzing Company Relations. ICCPR (2019)
Natraj Raman, Jochen L. Leidner
Financial Market Data Simulation Using Deep Intelligence Agents. PAAMS (2019)
Fabio Petroni, Natraj Raman, Timothy Nugent, Armineh Nourbakhsh, Zarko Panic, Sameena Shah, Jochen L. Leidner
An Extensible Event Extraction System With Cross-Media Event Resolution. KDD (2018)
Timothy Nugent, Fabio Petroni, Natraj Raman, Lucas Carstens, Jochen L. Leidner
A comparison of classification models for natural disaster and critical event detection from news. IEEE BigData (2017)
Natraj Raman, Stephen J. Maybank
Activity recognition using a supervised non-parametric hierarchical HMM. Neurocomputing 199 (2016)
Natraj Raman, Stephen J. Maybank
Non-parametric Hidden Conditional Random Fields for action classification. IJCNN (2016)
Natraj Raman, Stephen J. Maybank
Action classification using a discriminative multilevel HDP-HMM. Neurocomputing 154 (2015)
Natraj Raman, Stephen J. Maybank, Dell Zhang
Action classification using a discriminative non-parametric Hidden Markov Model. ICMV (2013)

Natraj Raman.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Natraj Raman