Sumit Bhatia
20 papers · 2012–2026 · 9 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
Jump to papers ↓+8 more ↓ Show less ↑
🗺️ Taxonomy Completionist (51) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🧬
Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(97)
Top co-authors
Research topics
Artificial Intelligence
(13)
Natural Language Processing
(12)
Core AI
(12)
Machine Learning
(11)
Deep Learning
(7)
Applications
(6)
Learning Types · Machine Learning
(6)
Resources & Methods
(6)
Generation
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Models
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Keywords
language model
(6)
large language model
(4)
pre-trained language model
(2)
text generation
(2)
knowledge distillation
(2)
question answering
(2)
chain of thought
(2)
model compression
(2)
prompt engineering
(2)
probabilistic modeling
(1)
fact verification
(1)
self-supervised learning
(1)
few-shot learning
(1)
representation learning
(1)
data subset selection
(1)
image retrieval
(1)
reinforcement learning
(1)
knowledge representation
(1)
preference optimization
(1)
text classification
(1)
Papers
Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations
WACV 2026
Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts
IJCNLP 2025
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
ICLR 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning
ACL 2025
All Should Be Equal in the Eyes of LMs: Counterfactually Aware Fair Text Generation
AAAI 2024
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
ICLR 2024
Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract)
AAAI 2024
POSIX: A Prompt Sensitivity Index For Large Language Models
EMNLP 2024
SMART: Submodular Data Mixture Strategy for Instruction Tuning
ACL 2024
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models
EMNLP 2024
HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model
ACL 2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
EMNLP 2023
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
NAACL 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining
NeurIPS 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge
NAACL 2022
Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract)
AAAI 2021
Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings
COLING 2020
Topic-Specific Sentiment Analysis Can Help Identify Political Ideology
EMNLP 2018
Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?
EMNLP 2014
Thread Specific Features are Helpful for Identifying Subjectivity Orientation of Online Forum Threads
COLING 2012