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Ayush Kumar

Ayush Kumar

NAACL 2024 —Overview of key themes in space of Large Language Models (LLMs)

After attending EMNLP 2023 in Singapore, where many talked about Large Language Models (LLMs), I was eager to see what NAACL 2024 would…

Aug 4

NAACL 2024 —Overview of key themes in space of Large Language Models (LLMs)

Aug 4

Ayush Kumar

Synthetic Data for Human-Preference Modelling: EMNLP 2023 Overview Part 3

In the rapidly evolving field of language model (LM) development, the role of preference modeling has become increasingly crucial. This…

Jan 7

Jan 7

Ayush Kumar

Making LLMs “learn” from the past mistakes: EMNLP 2023 Overview Part 2

The Large Language Models (LLMs) has traditionally been a statically learned models, which would often falter in their capacity to learn…

Jan 7

Jan 7

Ayush Kumar

Instruction Tuning: EMNLP 2023 Overview Part 1

What is Instruction Tuning?

Jan 7

Jan 7

Ayush Kumar
in
The Observe.AI Tech Blog

What questions are my customers asking?:

This blog refers to our paper accepted at Interspeech 2023, Dublin.

Aug 18, 2023

What questions are my customers asking?:

Aug 18, 2023

Ayush Kumar
in
The Observe.AI Tech Blog

Does Utterance Entail Intent?:

This blog refers to our technical paper accepted at Interspeech 2022, Incheon, South Korea

Sep 15, 2022

Does Utterance Entail Intent?:

Sep 15, 2022

Ayush Kumar
in
The Observe.AI Tech Blog

Does BERT-based language model understands the nuances of spoken (ASR) transcripts?

This blog refers to our technical paper accepted at BlackboxNLP@EMNLP 2021, Punta Cana.

Nov 5, 2021

Does BERT-based language model understands the nuances of spoken (ASR) transcripts?

Nov 5, 2021

Ayush Kumar
in
The Observe.AI Tech Blog

Phoneme-BERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript

How can we develop a language model that is more robust to ASR errors and leads to better performance on downstream SLU tasks?

Aug 25, 2021

Phoneme-BERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript

Aug 25, 2021

Ayush Kumar
in
Towards Data Science

How to break in Machine Learning jobs? — Based on 6 years experience in ML

Disclaimer: 2 yrs of academic + 4 yrs of professional experience. I don’t claim to be a mentor/coach nor do I claim myself to having an…

Jan 3, 2021

How to break in Machine Learning jobs? — Based on 6 years experience in ML

Jan 3, 2021

Ayush Kumar

Topic based textual summarization

A document can contain information regarding multiple topics viz., sports and politics. A simple summarization method would present this…

Jul 12, 2018

Topic based textual summarization

Jul 12, 2018

Ayush Kumar

Ayush Kumar

Machine Learning Scientist | Traveled places in 7 countries | Applied Researcher | IIT Patna Alumnus | Technical Writing

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