Naman Bansal
9 papers · 2020–2025 · 6 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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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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The Questioner
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Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Generation
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Deep Learning
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Resources & Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
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Optimization & Theory · Deep Learning
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Optimization & Theory · Machine Learning
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Keywords
semantic overlap summarization
(4)
text summarization
(3)
rouge metric
(3)
large language model
(2)
evaluation metric
(2)
semantic similarity
(2)
sentence embedding
(2)
synthetic data
(1)
semantic analysis
(1)
data augmentation
(1)
human judgment
(1)
language model
(1)
sensitivity analysis
(1)
evaluation benchmark
(1)
extractive summarization
(1)
human evaluation
(1)
automated evaluation
(1)
summarization evaluation
(1)
privacy policy
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prompt sensitivity
(1)
Papers
Benchmarking LLMs on Semantic Overlap Summarization
EMNLP 2025
LLMs as Meta-Reviewers’ Assistants: A Case Study
NAACL 2025
Revisiting Word Embeddings in the LLM Era
IJCNLP 2025
ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment
EMNLP 2024
Learning to Generate Overlap Summaries through Noisy Synthetic Data
EMNLP 2022
Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE?
ACL 2022
Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study
COLING 2022
SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale
EMNLP 2022
SAM: The Sensitivity of Attribution Methods to Hyperparameters
CVPR 2020