Navonil Majumder

About Navonil Majumder

Navonil Majumder, With an exceptional h-index of 25 and a recent h-index of 25 (since 2020), a distinguished researcher at Singapore University of Technology and Design, specializes in the field of Natural Language Processing, Machine Learning, Neural Networks, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations

Dialogue relation extraction with document-level heterogeneous graph attention networks

Evaluating parameter-efficient transfer learning approaches on sure benchmark for speech understanding

Mustango: Toward controllable text-to-music generation

WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs

Language guided visual question answering: Elevate your multimodal language model using knowledge-enriched prompts

A review of deep learning techniques for speech processing

Navonil Majumder Information

University

Position

___

Citations(all)

6893

Citations(since 2020)

6620

Cited By

1668

hIndex(all)

25

hIndex(since 2020)

25

i10Index(all)

34

i10Index(since 2020)

33

Email

University Profile Page

Singapore University of Technology and Design

Google Scholar

View Google Scholar Profile

Navonil Majumder Skills & Research Interests

Natural Language Processing

Machine Learning

Neural Networks

Deep Learning

Top articles of Navonil Majumder

Title

Journal

Author(s)

Publication Date

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

arXiv preprint arXiv:2404.09956

Navonil Majumder

Chia-Yu Hung

Deepanway Ghosal

Wei-Ning Hsu

Rada Mihalcea

...

2024/4/15

Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations

arXiv preprint arXiv:2401.09395

Pengfei Hong

Deepanway Ghosal

Navonil Majumder

Somak Aditya

Rada Mihalcea

...

2024/1/17

Dialogue relation extraction with document-level heterogeneous graph attention networks

Cognitive Computation

Hui Chen

Pengfei Hong

Wei Han

Navonil Majumder

Soujanya Poria

2023/3

Evaluating parameter-efficient transfer learning approaches on sure benchmark for speech understanding

Yingting Li

Ambuj Mehrish

Rishabh Bhardwaj

Navonil Majumder

Bo Cheng

...

2023/6/4

Mustango: Toward controllable text-to-music generation

arXiv preprint arXiv:2311.08355

Jan Melechovsky

Zixun Guo

Deepanway Ghosal

Navonil Majumder

Dorien Herremans

...

2023/11/14

WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs

Information Fusion

Hoang Thang Ta

Abu Bakar Siddiqur Rahman

Navonil Majumder

Amir Hussain

Lotfollah Najjar

...

2023/2/1

Language guided visual question answering: Elevate your multimodal language model using knowledge-enriched prompts

Deepanway Ghosal

Navonil Majumder

Roy Ka-Wei Lee

Rada Mihalcea

Soujanya Poria

2023/10/31

A review of deep learning techniques for speech processing

Information Fusion

Ambuj Mehrish

Navonil Majumder

Rishabh Bhardwaj

Rada Mihalcea

Soujanya Poria

2023/4/30

Text-to-Audio Generation using Instruction Guided Latent Diffusion Model

Deepanway Ghosal

Navonil Majumder

Ambuj Mehrish

Soujanya Poria

2023/10/26

ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation

Ambuj Mehrish

Abhinav Ramesh Kashyap

Li Yingting

Navonil Majumder

Soujanya Poria

2023/5/29

Flacuna: Unleashing the problem solving power of vicuna using flan fine-tuning

arXiv preprint arXiv:2307.02053

Deepanway Ghosal

Yew Ken Chia

Navonil Majumder

Soujanya Poria

2023/7/5

Sentence embedder guided utterance encoder (segue) for spoken language understanding

Yi Xuan Tan

Navonil Majumder

Soujanya Poria

2023/5/20

Text-to-audio generation using instruction-tuned llm and latent diffusion model

Deepanway Ghosal

Navonil Majumder

Ambuj Mehrish

Soujanya Poria

2023/4/24

A Robust Information-Masking Approach for Domain Counterfactual Generation

Pengfei Hong

Rishabh Bhardwaj

Navonil Majumder

Somak Aditya

Soujanya Poria

2023/7

kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers

Rishabh Bhardwaj

Yingting Li

Navonil Majumder

Bo Cheng

Soujanya Poria

2023/12

Exemplars-guided empathetic response generation controlled by the elements of human communication

IEEE Access

Navonil Majumder

Deepanway Ghosal

Devamanyu Hazarika

Alexander Gelbukh

Rada Mihalcea

...

2022/7/21

Improving aspect-level sentiment analysis with aspect extraction

Neural Computing and Applications

Navonil Majumder

Rishabh Bhardwaj

Soujanya Poria

Alexander Gelbukh

Amir Hussain

2022/6/1

Cicero: A dataset for contextualized commonsense inference in dialogues

Deepanway Ghosal

Siqi Shen

Navonil Majumder

Rada Mihalcea

Soujanya Poria

2022/3/25

Improving zero-shot learning baselines with commonsense knowledge

Cognitive Computation

Abhinaba Roy

Deepanway Ghosal

Erik Cambria

Navonil Majumder

Rada Mihalcea

...

2022/11

Multimodal research in vision and language: A review of current and emerging trends

Information Fusion

Shagun Uppal

Sarthak Bhagat

Devamanyu Hazarika

Navonil Majumdar

Soujanya Poria

...

2022

See List of Professors in Navonil Majumder University(Singapore University of Technology and Design)

Co-Authors

H-index: 110
Erik Cambria

Erik Cambria

Nanyang Technological University

H-index: 67
Soujanya Poria

Soujanya Poria

Singapore University of Technology and Design

H-index: 57
Alexander Gelbukh

Alexander Gelbukh

Instituto Politécnico Nacional

H-index: 25
Devamanyu Hazarika

Devamanyu Hazarika

National University of Singapore

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