Ameet Deshpande | DeepAI

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∙ 07/01/2023

InstructEval: Systematic Evaluation of Instruction Selection Methods

In-context learning (ICL) performs tasks by prompting a large language m...

0 Anirudh Ajith, et al. ∙

∙ 05/24/2023

CSTS: Conditional Semantic Textual Similarity

Semantic textual similarity (STS) has been a cornerstone task in NLP tha...

0 Ameet Deshpande, et al. ∙

∙ 05/24/2023

Anthropomorphization of AI: Opportunities and Risks

Anthropomorphization is the tendency to attribute human-like traits to n...

0 Ameet Deshpande, et al. ∙

∙ 04/11/2023

Toxicity in ChatGPT: Analyzing Persona-assigned Language Models

Large language models (LLMs) have shown incredible capabilities and tran...

10 Ameet Deshpande, et al. ∙

∙ 02/24/2023

MUX-PLMs: Pre-training Language Models with Data Multiplexing

Data multiplexing is a recently proposed method for improving a model's ...

0 Vishvak Murahari, et al. ∙

∙ 01/26/2023

SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification

Extreme classification (XC) involves predicting over large numbers of cl...

0 Pranjal Aggarwal, et al. ∙

∙ 11/29/2022

SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers

Fine-tuning pre-trained language models (PLMs) achieves impressive perfo...

0 Ameet Deshpande, et al. ∙

∙ 11/15/2022

ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training

Multilingual pre-trained models exhibit zero-shot cross-lingual transfer...

0 Henry Tang, et al. ∙

∙ 02/26/2022

Semantic Supervision: Enabling Generalization over Output Spaces

In this paper, we propose Semantic Supervision (SemSup) - a unified para...

0 Austin W. Hanjie, et al. ∙

∙ 10/27/2021

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer

While recent work on multilingual language models has demonstrated their...

0 Ameet Deshpande, et al. ∙

∙ 10/06/2020

Guiding Attention for Self-Supervised Learning with Transformers

In this paper, we propose a simple and effective technique to allow for ...

0 Ameet Deshpande, et al. ∙

∙ 10/05/2020

Sentiment Analysis for Reinforcement Learning

While reinforcement learning (RL) has been successful in natural languag...

0 Ameet Deshpande, et al. ∙

∙ 10/01/2020

Evaluating a Generative Adversarial Framework for Information Retrieval

Recent advances in Generative Adversarial Networks (GANs) have resulted ...

0 Ameet Deshpande, et al. ∙

∙ 09/19/2020

CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes

The CLEVR dataset has been used extensively in language grounded visual ...

0 Raeid Saqur, et al. ∙

∙ 12/01/2018

Discovering hierarchies using Imitation Learning from hierarchy aware policies

Learning options that allow agents to exhibit temporally higher order be...

0 Ameet Deshpande, et al. ∙

∙ 09/16/2018

Improvements on Hindsight Learning

Sparse reward problems are one of the biggest challenges in Reinforcemen...

0 Ameet Deshpande, et al. ∙

∙ 06/12/2018

A Question-Answering framework for plots using Deep learning

Deep Learning has managed to push boundaries in a wide variety of tasks....

0 Revanth Reddy, et al. ∙

∙ 05/12/2018

Weight Initialization in Neural Language Models

Semantic Similarity is an important application which finds its use in m...

0 Ameet Deshpande, et al. ∙

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