Deepanway Ghosal | DeepAI

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∙ 07/05/2023

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning

Recently, the release of INSTRUCTEVAL has provided valuable insights int...

0 Deepanway Ghosal, et al. ∙

∙ 05/19/2023

STOAT: Structured Data to Analytical Text With Controls

Recent language models have made tremendous progress in the structured d...

0 Deepanway Ghosal, et al. ∙

∙ 04/24/2023

Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model

The immense scale of the recent large language models (LLM) allows many ...

10 Deepanway Ghosal, et al. ∙

∙ 10/29/2022

Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering

We propose a simple refactoring of multi-choice question answering (MCQA...

0 Deepanway Ghosal, et al. ∙

∙ 10/06/2022

Multiview Contextual Commonsense Inference: A New Dataset and Task

Contextual commonsense inference is the task of generating various types...

14 Siqi Shen, et al. ∙

∙ 08/31/2022

Generating Intermediate Steps for NLI with Next-Step Supervision

The Natural Language Inference (NLI) task often requires reasoning over ...

16 Deepanway Ghosal, et al. ∙

∙ 03/25/2022

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues

This paper addresses the problem of dialogue reasoning with contextualiz...

1 Deepanway Ghosal, et al. ∙

∙ 09/06/2021

STaCK: Sentence Ordering with Temporal Commonsense Knowledge

Sentence order prediction is the task of finding the correct order of se...

12 Deepanway Ghosal, et al. ∙

∙ 06/22/2021

Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication

The majority of existing methods for empathetic response generation rely...

7 Navonil Majumder, et al. ∙

∙ 06/01/2021

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning

Commonsense inference to understand and explain human language is a fund...

17 Deepanway Ghosal, et al. ∙

∙ 12/22/2020

Recognizing Emotion Cause in Conversations

Recognizing the cause behind emotions in text is a fundamental yet under...

13 Soujanya Poria, et al. ∙

∙ 12/11/2020

Improving Zero Shot Learning Baselines with Commonsense Knowledge

Zero shot learning – the problem of training and testing on a completely...

7 Abhinaba Roy, et al. ∙

∙ 11/19/2020

Persuasive Dialogue Understanding: the Baselines and Negative Results

Persuasion aims at forming one's opinion and action via a series of pers...

6 Hui Chen, et al. ∙

∙ 10/06/2020

COSMIC: COmmonSense knowledge for eMotion Identification in Conversations

In this paper, we address the task of utterance level emotion recognitio...

0 Deepanway Ghosal, et al. ∙

∙ 10/04/2020

MIME: MIMicking Emotions for Empathetic Response Generation

Current approaches to empathetic response generation view the set of emo...

0 Navonil Majumder, et al. ∙

∙ 09/29/2020

Utterance-level Dialogue Understanding: An Empirical Study

The recent abundance of conversational data on the Web and elsewhere cal...

0 Deepanway Ghosal, et al. ∙

∙ 05/26/2020

Visual Interest Prediction with Attentive Multi-Task Transfer Learning

Visual interest affect prediction is a very interesting area of rese...

5 Deepanway Ghosal, et al. ∙

∙ 05/02/2020

KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis

Cross-domain sentiment analysis has received significant attention in re...

0 Deepanway Ghosal, et al. ∙

∙ 08/30/2019

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Emotion recognition in conversation (ERC) has received much attention, l...

0 Deepanway Ghosal, et al. ∙

∙ 05/14/2019

Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

Related tasks often have inter-dependence on each other and perform bett...

0 Md Shad Akhtar, et al. ∙

∙ 08/03/2018

A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction

In this paper, through multi-task ensemble framework we address three pr...

0 Md Shad Akhtar, et al. ∙

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