Mostofa Patwary
19 papers · 2015–2026 · 7 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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(17)
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Topic Evolution
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Keyword Champion
(2)
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Trend Setter
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(87)
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Century Club
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Conferences
EMNLP (6)
ACL (4)
EACL (3)
NIPS (3)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(6)
language model
(5)
text generation
(3)
question answering
(3)
language modeling
(2)
end-to-end training
(2)
synthetic datum
(2)
domain adaptation
(2)
toxicity reduction
(2)
open-domain question answering
(2)
unsupervised pretraining
(2)
pre-trained language model
(2)
knowledge distillation
(2)
dialogue generation
(2)
pretraining dataset
(2)
neural retriever
(2)
hyperparameter optimization
(1)
natural language generation
(1)
relation extraction
(1)
benchmark evaluation
(1)
Papers
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning
EACL 2026
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset
ACL 2025
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
ICLR 2025
LLM-Evolve: Evaluation for LLMβs Evolving Capability on Benchmarks
EMNLP 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction
EMNLP 2024
Compact Language Models via Pruning and Knowledge Distillation
NIPS 2024
Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models
EACL 2023
Context Generation Improves Open Domain Question Answering
EACL 2023
Factuality Enhanced Language Models for Open-Ended Text Generation
NIPS 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
NIPS 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation
ACL 2022
Evaluating Parameter Efficient Learning for Generation
EMNLP 2022
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
ACL 2021
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
IJCNLP 2021
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models
EMNLP 2020
Large Scale Multi-Actor Generative Dialog Modeling
ACL 2020
Training Question Answering Models From Synthetic Data
EMNLP 2020
BioMegatron: Larger Biomedical Domain Language Model
EMNLP 2020
Scalable Bayesian Optimization Using Deep Neural Networks
ICML 2015