Devamanyu Hazarika

Devamanyu Hazarika

National University of Singapore

H-index: 25

Asia-Singapore

About Devamanyu Hazarika

Devamanyu Hazarika, With an exceptional h-index of 25 and a recent h-index of 25 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Conversational AI, Affective Dialogue, Efficient and Controllable NLG, Natural Language Processing.

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

Using in-context learning to improve dialogue safety

Data-efficient alignment of large language models with human feedback through natural language

Role of bias terms in dot-product attention

" What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge

Kilm: Knowledge injection into encoder-decoder language models

CESAR: Automatic induction of compositional instructions for multi-turn dialogs

Selective in-context data augmentation for intent detection using pointwise v-information

Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization

Devamanyu Hazarika Information

University

Position

___

Citations(all)

9676

Citations(since 2020)

9202

Cited By

3274

hIndex(all)

25

hIndex(since 2020)

25

i10Index(all)

32

i10Index(since 2020)

31

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Devamanyu Hazarika Skills & Research Interests

Conversational AI

Affective Dialogue

Efficient and Controllable NLG

Natural Language Processing

Top articles of Devamanyu Hazarika

Title

Journal

Author(s)

Publication Date

Using in-context learning to improve dialogue safety

arXiv preprint arXiv:2302.00871

Nicholas Meade

Spandana Gella

Devamanyu Hazarika

Prakhar Gupta

Di Jin

...

2023/2/2

Data-efficient alignment of large language models with human feedback through natural language

arXiv preprint arXiv:2311.14543

Di Jin

Shikib Mehri

Devamanyu Hazarika

Aishwarya Padmakumar

Sungjin Lee

...

2023/11/24

Role of bias terms in dot-product attention

Mahdi Namazifar

Devamanyu Hazarika

Dilek Hakkani-Tür

2023/6/4

" What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge

arXiv preprint arXiv:2305.12091

Chao Zhao

Spandana Gella

Seokhwan Kim

Di Jin

Devamanyu Hazarika

...

2023/5/20

Kilm: Knowledge injection into encoder-decoder language models

arXiv preprint arXiv:2302.09170

Yan Xu

Mahdi Namazifar

Devamanyu Hazarika

Aishwarya Padmakumar

Yang Liu

...

2023/2/17

CESAR: Automatic induction of compositional instructions for multi-turn dialogs

arXiv preprint arXiv:2311.17376

Taha Aksu

Devamanyu Hazarika

Shikib Mehri

Seokhwan Kim

Dilek Hakkani-Tür

...

2023/11/29

Selective in-context data augmentation for intent detection using pointwise v-information

Yen-Ting Lin

Alexandros Papangelis

Seokhwan Kim

Sungjin Lee

Devamanyu Hazarika

...

2023/2/10

Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization

Yubin Ge

Devamanyu Hazarika

Yang Liu

Mahdi Namazifar

2023/11/26

Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention

arXiv preprint arXiv:2205.03720

Yifan Chen

Devamanyu Hazarika

Mahdi Namazifar

Yang Liu

Di Jin

...

2022/5/7

So Different Yet So Alike! Constrained Unsupervised Text Style Transfer

Abhinav Ramesh Kashyap

Devamanyu Hazarika

Min-Yen Kan

Roger Zimmermann

Soujanya Poria

2022/5/9

Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning

arXiv preprint arXiv:2210.14469

Yifan Chen

Devamanyu Hazarika

Mahdi Namazifar

Yang Liu

Di Jin

...

2022/10/26

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

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

Attention biasing and context augmentation for zero-shot control of encoder-decoder transformers for natural language generation

Proceedings of the AAAI Conference on Artificial Intelligence

Devamanyu Hazarika

Mahdi Namazifar

Dilek Hakkani-Tür

2022/6/28

Analyzing modality robustness in multimodal sentiment analysis

Devamanyu Hazarika

Yingting Li

Bo Cheng

Shuai Zhao

Roger Zimmermann

...

2022/5/30

Machine-learning-aided optimization framework for design of medium-voltage grid-connected solid-state transformers

IEEE Journal of Emerging and Selected Topics in Power Electronics

Jaydeep Saha

Devamanyu Hazarika

Naga Brahmendra Yadav Gorla

Sanjib Kumar Panda

2021/4/20

Analyzing the domain robustness of pretrained language models, layer by layer

Abhinav Ramesh Kashyap

Laiba Mehnaz

Bhavitvya Malik

Abdul Waheed

Devamanyu Hazarika

...

2021/4

Contextually Grounded Affective Analysis of Media

Devamanyu Hazarika

2021

Conversational transfer learning for emotion recognition

Information Fusion

Devamanyu Hazarika

Soujanya Poria

Roger Zimmermann

Rada Mihalcea

2020/5/21

Causal augmentation for causal sentence classification

Fiona Anting Tan

Devamanyu Hazarika

See Kiong Ng

Soujanya Poria

Roger Zimmermann

2021/11

See List of Professors in Devamanyu Hazarika University(National University of Singapore)

Co-Authors

H-index: 89
Louis-Philippe Morency

Louis-Philippe Morency

Carnegie Mellon University

H-index: 77
Prof Amir Hussain

Prof Amir Hussain

Edinburgh Napier University

H-index: 67
Soujanya Poria

Soujanya Poria

Singapore University of Technology and Design

H-index: 64
Min-Yen Kan (靳民彦)

Min-Yen Kan (靳民彦)

National University of Singapore

H-index: 57
Alexander Gelbukh

Alexander Gelbukh

Instituto Politécnico Nacional

H-index: 53
Roger Zimmermann

Roger Zimmermann

National University of Singapore

academic-engine