Saikat Chakraborty
9 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π£ Hot Topic Early Bird
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Cross-Pollinator
(9)
π
Renaissance Researcher
(5)
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Interdisciplinary Bridge
π§¬
Topic Evolution
Conferences
ACL (5)
EMNLP (2)
EACL (1)
NAACL (1)
Top co-authors
Keywords
code generation
(5)
code summarization
(3)
large language model
(2)
self-attention mechanism
(1)
named entity recognition
(1)
information retrieval
(1)
neural machine translation
(1)
parallel corpus
(1)
code translation
(1)
program verification
(1)
dense retrieval
(1)
language model
(1)
supervised fine-tuning
(1)
retrieval-augmented generation
(1)
pretrained language model
(1)
vulnerability detection
(1)
sequence-to-sequence model
(1)
code representation
(1)
preference optimization
(1)
knowledge distillation
(1)
Papers
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences
ACL 2025
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
EACL 2023
Ranking LLM-Generated Loop Invariants for Program Verification
EMNLP 2023
AVATAR: A Parallel Corpus for Java-Python Program Translation
ACL 2023
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
ACL 2022
Unified Pre-training for Program Understanding and Generation
NAACL 2021
Retrieval Augmented Code Generation and Summarization
EMNLP 2021
A Transformer-based Approach for Source Code Summarization
ACL 2020
Building Language Models for Text with Named Entities
ACL 2018