Saikat Chakraborty
9 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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Topic Evolution
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Generation
(6)
Computer Science
(5)
Applications · Computer Science
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Applications · Natural Language Processing
(1)
Architectures
(1)
Models
(1)
Keywords
code generation
(5)
code summarization
(3)
large language model
(2)
knowledge distillation
(1)
information retrieval
(1)
preference optimization
(1)
named entity recognition
(1)
code representation
(1)
program verification
(1)
dense retrieval
(1)
language model
(1)
supervised fine-tuning
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
sequence-to-sequence model
(1)
vulnerability detection
(1)
parallel corpus
(1)
code translation
(1)
entity type
(1)
neural machine translation
(1)
Papers
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences
ACL 2025
AVATAR: A Parallel Corpus for Java-Python Program Translation
ACL 2023
Ranking LLM-Generated Loop Invariants for Program Verification
EMNLP 2023
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
EACL 2023
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
ACL 2022
Retrieval Augmented Code Generation and Summarization
EMNLP 2021
Unified Pre-training for Program Understanding and Generation
NAACL 2021
A Transformer-based Approach for Source Code Summarization
ACL 2020
Building Language Models for Text with Named Entities
ACL 2018