Vatsal Raina
12 papers · 2020–2025 · 5 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 ↓+4 more ↓ Show less ↑
🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (11)
🗃️
Keyword Collector
(67)
❓
The Questioner
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(11)
Machine Learning
(9)
Applications
(7)
Core Methods
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Learning Paradigms
(2)
Mathematics
(2)
Models
(2)
Resources & Methods
(2)
Keywords
pairwise comparison
(3)
large language model
(3)
reading comprehension
(3)
text evaluation
(2)
multiple choice
(2)
information theory
(2)
text classification
(2)
comparative assessment
(2)
question answering
(1)
feature importance
(1)
data augmentation
(1)
natural language understanding
(1)
machine reading comprehension
(1)
deep learning
(1)
ensemble learning
(1)
closed-form solution
(1)
sentiment classification
(1)
mutual information
(1)
text simplification
(1)
text generation
(1)
Papers
Finetuning LLMs for Comparative Assessment Tasks
COLING 2025
An Information-Theoretic Approach to Analyze NLP Classification Tasks
ACL 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons
EMNLP 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models
COLING 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG
EMNLP 2024
Assessing Distractors in Multiple-Choice Tests
AACL 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models
ACL 2023
ERATE: Efficient Retrieval Augmented Text Embeddings
EACL 2023
“World Knowledge” in Multiple Choice Reading Comprehension
EACL 2023
Analyzing Biases to Spurious Correlations in Text Classification Tasks
AACL 2022
Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension
ACL 2022
Complementary Systems for Off-Topic Spoken Response Detection
ACL 2020