Sunny Manchanda

4 papers · 2023–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (2) AAAI (1) WACV (1)

Top co-authors

Soumen Chakrabarti (2) Subhabrata Dutta (2) Tanmoy Chakraborty (2) Ishan Pandey (1) Pushpak Bhattacharyya (1) Gurusha Juneja (1) Nikhil Reddy Billa (1) Kunal Chaudhary (1) Girish Varma (1) Himanshu Dutta (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Applications (2) Computer Vision (1) Deep Learning (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

large language model (2) policy gradient (1) machine translation (1) chain-of-thought reasoning (1) document-level translation (1) autonomous driving (1) parameter-efficient learning (1) knowledge graph (1) formal language (1) directed acyclic graph (1) agent system (1) parameter-efficient adapter (1) problem decomposition (1) discourse analysis (1) arithmetic reasoning (1) low-rank adapter (1) document-level machine translation (1) adverse weather (1) graph neural network (1) symbolic solver (1)

Papers

GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation EMNLP 2025 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024 IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather WACV 2024 Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023