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Manikandan Ravikiran

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2020 – today

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2026
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Manikandan Ravikiran, Rakesh Prakash, Arnav Bhavsar, Rohit Saluja:
DIFFICODE: A Dataset and Graph Spectral Framework for Programming MCQ Difficulty Estimation. IEEE Access 14: 35552-35569 (2026)
[i11]
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  - journals/corr/abs-2601-10388
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Tarun Sharma, Manikandan Ravikiran, Sourava Kumar Behera, Pramit Bhattacharya, Arnab Bhattacharya, Rohit Saluja:
INDIC DIALECT: A Multi Task Benchmark to Evaluate and Translate in Indian Language Dialects. CoRR abs/2601.10388 (2026)
2025
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Manikandan Ravikiran, Tarun Sharma, Arnav Bhavsar, Rohit Saluja:
CASSA: Context-Aware Self-attention with Global Context Suppression and Relevance Modulation for MCQ Difficulty Estimation. AIED Companion (3) 2025: 127-134
[c23]
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Soujatya Sarkar, Manikandan Ravikiran, Rohit Saluja:
ScoreCLIQ: A Dynamic LLM-Based Framework for Item Difficulty Estimation. AIED Companion (2) 2025: 169-176
[c22]
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Manikandan Ravikiran, Tarun Sharma, Arnav Bhavsar, Rohit Saluja:
GISA: Gradual Information Selection Attention for MCQ Difficulty Estimation. AIED (1) 2025: 193-206
[c21]
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Shrey Chandola, Manikandan Ravikiran, Rohit Saluja:
How far are we from Automatic Grading of Handwritten Cloze Form Questions? AIED Companion (2) 2025: 336-343
[c20]
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  - conf/bigdataconf/GroverMRS25
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Radhika Grover, Ankit Maurya, Manikandan Ravikiran, Rohit Saluja:
Can Language Models Verify Indian Classical Music Note Sequences for Early Learners? IEEE Big Data 2025: 4996-5002
[c19]
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Aditi Gautam, Manikandan Ravikiran, Fatma Sena Ekiz:
Memory-Augmented Forecasting: Scalability and Generalization Across Temporal Domains. IEEE Big Data 2025: 7258-7265
[c18]
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Manikandan Ravikiran, Aditi Gautam, Alisha Chulani:
Beyond MAE: Measuring Forecast Reliability with Temporal Dependence-Aware Error (TDE). IEEE Big Data 2025: 7271-7277
[c17]
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Ankit Sharma, Manikandan Ravikiran, Sohom Chakrabarty, Rohit Saluja, Mrunmayee Limaye, Harshal Kolhe, Samiron:
Prompted to Fly: Translating Free-Form Instructions into Schema-Constrained Mission Generation for UAVs Using LLMs. IEEE Big Data 2025: 7278-7286
[c16]
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Manikandan Ravikiran, Siddharth Vohra, Rajat Verma, Rohit Saluja, Arnav Bhavsar:
TEEMIL : Towards Educational MCQ Difficulty Estimation in Indic Languages. COLING 2025: 2085-2099
[c15]
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Gyan Singh Budhiraja, Shrey Chandola, Anandita Jamwal, Manikandan Ravikiran, Rohit Saluja:
EroPT: Benchmarking Robustness of OCR Methods on Eroded Printed Text. ICDAR (Workshops 2) 2025: 153-165
[c14]
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Anandita Jamwal, Lalithya Koneti, Manikandan Ravikiran, Dinesh Singh, Rohit Saluja:
Towards Scene Text Recognition in Rainy Weather Conditions. ICDAR (5) 2025: 338-350
[c13]
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Ankit Maurya, Manikandan Ravikiran, Rohit Saluja:
Assessing ASR Robustness for Burmese: Impacts of Missing Speech Segments and Interruptions. ICNLSP 2025: 440-448
[c12]
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Tanmay Tiwari, Vibhu Gupta, Manikandan Ravikiran, Rohit Saluja:
HiSlang-4.9k: A Benchmark Dataset for Hindi Slang Detection and Identification. ICNLSP 2025: 464-472
[c11]
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Manikandan Ravikiran, Veeraraju Elluru, Karrtik Iyer, Prasanna Pendse, Shayan Mohanty:
Lie Algebra-Based Semantic Flow for Incompleteness Detection in Summarization. PKAW 2025: 65-80
[i10]
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  - journals/corr/abs-2508-04105
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Karrtik Iyer, Manikandan Ravikiran, Prasanna Pendse, Shayan Mohanty:
Towards Transparent AI Grading: Semantic Entropy as a Signal for Human-AI Disagreement. CoRR abs/2508.04105 (2025)
2024
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Hariharan RamakrishnaIyer LekshmiAmmal, Manikandan Ravikiran, Gayathri Nisha, Navyasree Balamuralidhar, Adithya Madhusoodanan, Anand Kumar Madasamy, Bharathi Raja Chakravarthi:
Overlapping word removal is all you need: revisiting data imbalance in hope speech detection. J. Exp. Theor. Artif. Intell. 36(8): 1837-1859 (2024)
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Sharath Kumar, Manikandan Ravikiran, Nestor Mariyasagayam:
Context-aware Data Sampling with Reciprocal Nearest Neighbors for Fraud Classification. IEEE Big Data 2024: 5184-5191
[c9]
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Rahul Mishra, Manikandan Ravikiran, Soumen Biswas, Ananth Ganesh:
DKT: A First Look at Dynamic Kernel Tuning for Pedestrian Attribute Recognition. IEEE Big Data 2024: 5192-5200
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Ankit Sharma, Akhash Vellandurai, Thiruvengadam Samon, Vinoth Kumar, Manikandan Ravikiran:
Adaptive Ensemble Imputation for Trip Data using Deep Reinforcement Learning (AEI-DRL). IEEE Big Data 2024: 5211-5219
2023
[c7]
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Manikandan Ravikiran, Soumen Biswas, Ananth Ganesh:
Hi-GoTE: Hierarchical Group-Wise Temporal Ensembling for Semi-Supervised Pedestrian Attribute Recognition. ICMLA 2023: 1150-1155
2022
[i9]
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Hariharan RamakrishnaIyer LekshmiAmmal, Manikandan Ravikiran, Gayathri Nisha, Navyasree Balamuralidhar, Adithya Madhusoodanan, Anand Kumar Madasamy, Bharathi Raja Chakravarthi:
Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection. CoRR abs/2204.05488 (2022)
[i8]
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  - journals/corr/abs-2205-06118
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Manikandan Ravikiran, Bharathi Raja Chakravarthi, Anand Kumar Madasamy, Sangeetha Sivanesan, Ratnavel Rajalakshmi, Sajeetha Thavareesan, Rahul Ponnusamy, Shankar Mahadevan:
Findings of the Shared Task on Offensive Span Identification from Code-Mixed Tamil-English Comments. CoRR abs/2205.06118 (2022)
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Manikandan Ravikiran, Bharathi Raja Chakravarthi:
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction. CoRR abs/2205.06119 (2022)
2020
[c6]
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Manikandan Ravikiran, Yuichi Nonaka, Nestor Mariyasagayam:
A Sensitivity Analysis (and Practitioners' Guide to) of DeepSORT for Low Frame Rate Video. IEEE BigData 2020: 5227-5236
[c5]
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  - conf/semeval/RavikiranMMOKM20
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Manikandan Ravikiran, Amin Ekant Muljibhai, Toshinori Miyoshi, Hiroaki Ozaki, Yuta Koreeda, Sakata Masayuki:
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels Using Statistical Sampling and Post-Processing. SemEval@COLING 2020: 1961-1967
[i6]
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  - journals/corr/abs-2001-09830
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Manikandan Ravikiran:
What's happened in MOOC Posts Analysis, Knowledge Tracing and Peer Feedbacks? A Review. CoRR abs/2001.09830 (2020)
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Manikandan Ravikiran:
Systematic Review of Approaches to Improve Peer Assessment at Scale. CoRR abs/2001.10617 (2020)
[i4]
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Manikandan Ravikiran:
Key Phrase Classification in Complex Assignments. CoRR abs/2003.07019 (2020)
[i3]
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Manikandan Ravikiran:
Finding Black Cat in a Coal Cellar - Keyphrase Extraction & Keyphrase-Rubric Relationship Classification from Complex Assignments. CoRR abs/2004.01549 (2020)
[i2]
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  - journals/corr/abs-2005-00295
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Manikandan Ravikiran, Amin Ekant Muljibhai, Toshinori Miyoshi, Hiroaki Ozaki, Yuta Koreeda, Sakata Masayuki:
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels using Statistical Sampling and Post-Processing. CoRR abs/2005.00295 (2020)
[i1]
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  - journals/corr/abs-2008-08956
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Siddharth Vohra, Manikandan Ravikiran:
Investigating the Effect of Intraclass Variability in Temporal Ensembling. CoRR abs/2008.08956 (2020)

2010 – 2019

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2019
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Manikandan Ravikiran, Shibashish Sen:
Improving Industrial Safety Gear Detection through Re-ID conditioned Detector. AIPR 2019: 1-10
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Shibashish Sen, Manikandan Ravikiran:
Enhancing Image Representations for Occluded Face Recognition via Reference Conditioned Low-Rank projection. AIPR 2019: 1-9
[c2]
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Martin Klinkigt, Duy-Dinh Le, Atsushi Hiroike, Hung-Quoc Vo, Mohit Chabra, Vu-Minh-Hieu Dang, Quan Kong, Vinh-Tiep Nguyen, Tomokazu Murakami, Tien-Van Do, Tomoaki Yoshinaga, Duy-Nhat Nguyen, Sinha Saptarshi, Thanh-Duc Ngo, Charles Limasanches, Tushar Agrawal, Jian Vora, Manikandan Ravikiran, Zheng Wang, Shin'ichi Satoh:
NII Hitachi UIT at TRECVID 2019. TRECVID 2019
2018
[c1]
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Sang Phan, Zheng Wang, Aimin Su, Martin Klinkigt, Mohit Chabbra, Manikandan Ravikiran, Duy-Dinh Le, Shin'ichi Satoh:
NII_HITACHI_UIT at TRECVID 2018. TRECVID 2018

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