Deepanway Ghosal
24 papers · 2017–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Dynamic Duo
(16)
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Topic Evolution
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Keyword Pioneer
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Renaissance Researcher
(9)
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Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
(112)
Top co-authors
Research topics
Artificial Intelligence
(14)
Machine Learning
(13)
Core AI
(13)
Natural Language Processing
(12)
Deep Learning
(10)
Applications
(10)
Core Methods
(10)
Learning Types Β· Deep Learning
(6)
Application Areas
(4)
Architectures
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Computer Vision
(2)
Interdisciplinary
(2)
Keywords
commonsense knowledge
(4)
multimodal learning
(4)
sentiment analysis
(3)
conversation analysis
(3)
commonsense reasoning
(3)
emotion recognition
(3)
visual question answering
(3)
attention mechanism
(2)
music information retrieval
(2)
large language model
(2)
multimodal language model
(2)
dialogue system
(2)
graph convolutional network
(2)
natural language inference
(2)
long short-term memory
(2)
ensemble learning
(2)
vision-language model
(2)
convolutional neural network
(2)
emotion classification
(2)
domain adaptation
(1)
Papers
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles
NAACL 2025
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
ACL 2025
Evaluating LLMsβ Mathematical and Coding Competency through Ontology-guided Interventions
ACL 2025
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
ICLR 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
EMNLP 2025
Mustango: Toward Controllable Text-to-Music Generation
NAACL 2024
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
ACL 2024
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
EMNLP 2023
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
IJCNLP 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation
EMNLP 2023
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
ACL 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
EMNLP 2022
Vector Space Interpolation for Query Expansion
AACL 2022
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study
ACL 2021
STaCK: Sentence Ordering with Temporal Commonsense Knowledge
EMNLP 2021
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
EMNLP 2020
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
ACL 2020
MIME: MIMicking Emotions for Empathetic Response Generation
EMNLP 2020
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
EMNLP 2019
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis
NAACL 2019
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis
EMNLP 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning
Interspeech 2018
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis
EMNLP 2017
IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis
SemEval 2017