Niloy Ganguly

56 papers · 2006–2026 · 15 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (19) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (82) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (14) 🤝 Dynamic Duo (18) 🔬 Deep Specialist (10) 🧬 Topic Evolution 🏆 Keyword Champion ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (206) ⚡ Prolific Year (10) 🔥 Unstoppable (7) 💎 Century Club (55) 🚀 Conference Pioneer

Conferences

ACL (11) EMNLP (11) NAACL (7) AAAI (6) COLING (5) IJCAI (4) IJCNLP (3) UAI (2) AISTATS (1) CONLL (1) EACL (1) ICCV (1) ICLR (1) JMLR (1) NIPS (1)

Top co-authors

Pawan Goyal (18) Animesh Mukherjee (11) Bidisha Samanta (11) Soumen Chakrabarti (8) Monojit Choudhury (7) Arijit Nag (6) Saptarshi Ghosh (6) Abir De (6) Paramita Koley (6) Soumya Sharma (5)

Research topics

Understanding (1) Probability (1)

Keywords

large language model (9) low-resource language (7) variational autoencoder (6) domain adaptation (5) text summarization (4) text classification (4) energy efficiency (3) graph neural network (3) text generation (3) language model (3) information extraction (3) semi-supervised learning (2) graph-based learning (2) label propagation (2) zero-shot learning (2) knowledge graph (2) transfer learning (2) question answering (2) named entity recognition (2) natural language inference (2)

Papers

Benchmarking the Energy Savings with Speculative Decoding Strategies EACL 2026

Periodic Materials Generation using Text-Guided Joint Diffusion Model ICLR 2025

ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025

Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025

MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ACL 2025

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025

Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025

Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025

Efficient Continual Pre-training of LLMs for Low-resource Languages NAACL 2025

Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025

Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs EMNLP 2024

***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024

Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models EMNLP 2024

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024

Order-Based Pre-training Strategies for Procedural Text Understanding NAACL 2024

Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024

On The Persona-based Summarization of Domain-Specific Documents ACL 2024

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024

How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset COLING 2024

TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya COLING 2024

CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials AAAI 2023

CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023

Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023

Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ACL 2023

CrysMMNet: Multimodal Representation for Crystal Property Prediction UAI 2023

Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023

ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts EMNLP 2022

A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022

A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification EMNLP 2021

A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow ACL 2021

A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification CONLL 2021

Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving ICCV 2021

A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow IJCNLP 2021

tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets NAACL 2021

Graph-based semi-supervised learning through the lens of safety UAI 2021

Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations AAAI 2020

NEVAE: A Deep Generative Model for Molecular Graphs JMLR 2020

Regression under Human Assistance AAAI 2020

Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model IJCAI 2020

AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification NAACL 2019

A Deep Generative Model for Code Switched Text IJCAI 2019

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs IJCNLP 2019

NeVAE: A Deep Generative Model for Molecular Graphs AAAI 2019

Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019

LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017

Learning and Forecasting Opinion Dynamics in Social Networks NIPS 2016

Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter? EMNLP 2016

Automatic Discovery of Adposition Typology COLING 2014

Modeling the Structure and Dynamics of the Consonant Inventories: A Complex Network Approach COLING 2008

Social Network Inspired Models of NLP and Language Evolution IJCNLP 2008

Redundancy Ratio: An Invariant Property of the Consonant Inventories of the World’s Languages ACL 2007

Analysis and Synthesis of the Distribution of Consonants over Languages: A Complex Network Approach COLING 2006

Analysis and Synthesis of the Distribution of Consonants over Languages: A Complex Network Approach ACL 2006