← Authors

Manish Gupta

53 papers · 2010–2026 · 18 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (15) 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (96) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (16) 🤝 Dynamic Duo (13) 🏆 Grand Slam 👥 Mega-Team (71) 🔬 Deep Specialist (13) 🧬 Topic Evolution 🗃️ Keyword Collector (232) ❓ The Questioner (4) ⚡ Prolific Year (9) 🔥 Unstoppable (9) 💎 Century Club (48)

Conferences

EMNLP (10) ACL (6) COLING (6) SEMEVAL (4) IJCNLP (4) WACV (3) EACL (3) ICLR (3) NAACL (2) ICML (2) AACL (2) AAAI (2) IJCAI (1) ICCV (1) INTERSPEECH (1) CVPR (1) NIPS (1) NSDI (1)

Top co-authors

Subba Reddy Oota (14) Vasudeva Varma (10) Mounika Marreddy (8) Bishal Santra (5) Manish Shrivastava (5) Anand Mishra (5) Mausam (4) Vijayasaradhi Indurthi (4) Bakhtiyar Syed (4) Pawan Goyal (4)

Research topics

Cognitive Science (1)

Keywords

text classification (6) large language model (5) multimodal learning (5) brain encoding (4) natural language processing (3) vision-language model (3) multilingual transformer (3) fmri brain activity (3) sentence embedding (3) probing analysis (2) multi-label classification (2) fmri analysis (2) transfer learning (2) domain adaptation (2) question generation (2) text generation (2) neural decoding (2) information extraction (2) self-supervised learning (2) neural encoding (2)

Papers

Chat-Ghosting: Methods for Auto-Completion in Dialog Systems EACL 2026
Learning to Ask: Multi-Decoder Fine-Tuning for Multi-Hop Visual Question Generation with External Knowledge EACL 2026
Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs EACL 2026
Multi-modal brain encoding models for multi-modal stimuli ICLR 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
SCULPT: Systematic Tuning of Long Prompts ACL 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025
USDC: A Dataset of  ̲User  ̲Stance and  ̲Dogmatism in Long  ̲Conversations ACL 2025
Towards Multimodal Question Answering in Educational Domain AACL 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities EMNLP 2025
Aligning Moments in Time using Video Queries ICCV 2025
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification ICML 2025
Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain) ICLR 2025
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? AACL 2025
CoCoA: Confidence- and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models EMNLP 2025
LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? IJCNLP 2025
Towards Multimodal Question Answering in Educational Domain IJCNLP 2025
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction ICLR 2024
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification ICML 2024
Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions AAAI 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
Empowering Azure Storage with RDMA NSDI 2023
Multimodal Persona Based Generation of Comic Dialogs ACL 2023
How does the brain process syntactic structure while listening? ACL 2023
Frugal Prompting for Dialog Models EMNLP 2023
On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering IJCAI 2023
Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? INTERSPEECH 2023
Joint processing of linguistic properties in brains and language models NIPS 2023
WSNet: Towards an Effective Method for Wound Image Segmentation WACV 2023
VisToT: Vision-Augmented Table-to-Text Generation EMNLP 2022
Multi-view and Cross-view Brain Decoding COLING 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
Robust Outlier Detection by De-Biasing VAE Likelihoods CVPR 2022
Visio-Linguistic Brain Encoding COLING 2022
Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021
HealTech - A System for Predicting Patient Hospitalization Risk and Wound Progression in Old Patients WACV 2021
Summaformers @ LaySumm 20, LongSumm 20 EMNLP 2020
Predicting Clickbait Strength in Online Social Media COLING 2020
AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts COLING 2020
Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings SEMEVAL 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework IJCNLP 2019
FERMI at SemEval-2019 Task 5: Using Sentence embeddings to Identify Hate Speech Against Immigrants and Women in Twitter SEMEVAL 2019
Fermi at SemEval-2019 Task 8: An elementary but effective approach to Question Discernment in Community QA Forums SEMEVAL 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework EMNLP 2019
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL 2018
SSAS: Semantic Similarity for Abstractive Summarization IJCNLP 2017
IIIT-H at SemEval 2015: Twitter Sentiment Analysis – The Good, the Bad and the Neutral! SEMEVAL 2015
Shallow Information Extraction from Medical Forum Data COLING 2010