PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation
Fuente:
arXiv
Saved in:
| Main Author: | Pulipaka, Srikar Kashyap |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization
by: Jouneghani, Maziar Kianimoghadam
Published: (2026)
by: Jouneghani, Maziar Kianimoghadam
Published: (2026)
PSK@EEUCA 2026: Fine-Tuning Large Language Models with Synthetic Data Augmentation for Multi-Class Toxicity Detection in Gaming Chat
by: Pulipaka, Srikar Kashyap
Published: (2026)
by: Pulipaka, Srikar Kashyap
Published: (2026)
Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation
by: Guimarães, Artur, et al.
Published: (2024)
by: Guimarães, Artur, et al.
Published: (2024)
SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)
by: Yu, Liang-Chih, et al.
Published: (2026)
by: Yu, Liang-Chih, et al.
Published: (2026)
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task
by: Li, Jianjian, et al.
Published: (2024)
by: Li, Jianjian, et al.
Published: (2024)
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection
by: Hanif, Ikhlasul Akmal, et al.
Published: (2025)
by: Hanif, Ikhlasul Akmal, et al.
Published: (2025)
CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative Similarity
by: Kawada, Sebastien, et al.
Published: (2026)
by: Kawada, Sebastien, et al.
Published: (2026)
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing
by: Kluge, Lisa, et al.
Published: (2025)
by: Kluge, Lisa, et al.
Published: (2025)
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text?
by: Petukhova, Kseniia, et al.
Published: (2024)
by: Petukhova, Kseniia, et al.
Published: (2024)
lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation
by: Tikhonov, Alexey, et al.
Published: (2026)
by: Tikhonov, Alexey, et al.
Published: (2026)
PetKaz at SemEval-2024 Task 3: Advancing Emotion Classification with an LLM for Emotion-Cause Pair Extraction in Conversations
by: Kazakov, Roman, et al.
Published: (2024)
by: Kazakov, Roman, et al.
Published: (2024)
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques
by: Urlana, Ashok, et al.
Published: (2024)
by: Urlana, Ashok, et al.
Published: (2024)
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models
by: Fane, Enfa, et al.
Published: (2025)
by: Fane, Enfa, et al.
Published: (2025)
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
by: Suominen, Osma, et al.
Published: (2025)
by: Suominen, Osma, et al.
Published: (2025)
SemEval-2025 Task 1: AdMIRe -- Advancing Multimodal Idiomaticity Representation
by: Pickard, Thomas, et al.
Published: (2025)
by: Pickard, Thomas, et al.
Published: (2025)
Lon-ea at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction
by: Hosseini, Peyman, et al.
Published: (2023)
by: Hosseini, Peyman, et al.
Published: (2023)
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization
by: Bronec, Jan, et al.
Published: (2025)
by: Bronec, Jan, et al.
Published: (2025)
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU
by: Dosajh, Arjun, et al.
Published: (2025)
by: Dosajh, Arjun, et al.
Published: (2025)
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)
by: Saji, Alan, et al.
Published: (2025)
Leveraging Synthetic Data for Question Answering with Multilingual LLMs in the Agricultural Domain
by: Kaur, Rishemjit, et al.
Published: (2025)
by: Kaur, Rishemjit, et al.
Published: (2025)
Ensembling Multilingual Transformers for Robust Sentiment Analysis of Tweets
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2025)
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2025)
Adapting Multilingual Models to Code-Mixed Tasks via Model Merging
by: Kodali, Prashant, et al.
Published: (2025)
by: Kodali, Prashant, et al.
Published: (2025)
Predictive Simultaneous Interpretation: Harnessing Large Language Models for Democratizing Real-Time Multilingual Communication
by: Iida, Kurando, et al.
Published: (2024)
by: Iida, Kurando, et al.
Published: (2024)
Accurate and Energy Efficient: Local Retrieval-Augmented Generation Models Outperform Commercial Large Language Models in Medical Tasks
by: Vrettos, Konstantinos, et al.
Published: (2025)
by: Vrettos, Konstantinos, et al.
Published: (2025)
Ensemble Language Models for Multilingual Sentiment Analysis
by: Hasan, Md Arid
Published: (2024)
by: Hasan, Md Arid
Published: (2024)
Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)
by: Peters, Sydney, et al.
Published: (2025)
Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation
by: Shafique, Muhammad Ali, et al.
Published: (2025)
by: Shafique, Muhammad Ali, et al.
Published: (2025)
Socially Responsible Data for Large Multilingual Language Models
by: Smart, Andrew, et al.
Published: (2024)
by: Smart, Andrew, et al.
Published: (2024)
Disentangling Direction and Magnitude in Transformer Representations: A Double Dissociation Through L2-Matched Perturbation Analysis
by: Vardhan, Mangadoddi Srikar, et al.
Published: (2026)
by: Vardhan, Mangadoddi Srikar, et al.
Published: (2026)
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors
by: Naeem, Numaan, et al.
Published: (2025)
by: Naeem, Numaan, et al.
Published: (2025)
PersistBench: When Should Long-Term Memories Be Forgotten by LLMs?
by: Pulipaka, Sidharth, et al.
Published: (2026)
by: Pulipaka, Sidharth, et al.
Published: (2026)
Distilling Self-Consistency into Verbal Confidence: A Pre-Registered Negative Result and Post-Hoc Rescue on Gemma 3 4B
by: Cacioli, Jon-Paul
Published: (2026)
by: Cacioli, Jon-Paul
Published: (2026)
Bielik 11B v3: Multilingual Large Language Model for European Languages
by: Ociepa, Krzysztof, et al.
Published: (2025)
by: Ociepa, Krzysztof, et al.
Published: (2025)
Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
by: Suominen, Osma, et al.
Published: (2025)
by: Suominen, Osma, et al.
Published: (2025)
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks
by: Nielsen, Dan Saattrup, et al.
Published: (2024)
by: Nielsen, Dan Saattrup, et al.
Published: (2024)
Detecting Hallucinations in Graph Retrieval-Augmented Generation via Attention Patterns and Semantic Alignment
by: Li, Shanghao, et al.
Published: (2025)
by: Li, Shanghao, et al.
Published: (2025)
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood
by: Xu, Yang, et al.
Published: (2024)
by: Xu, Yang, et al.
Published: (2024)
Multilingual jailbreaking of LLMs using low-resource languages
by: Marx, Dylan, et al.
Published: (2026)
by: Marx, Dylan, et al.
Published: (2026)
Multilingual Multi-Label Emotion Classification at Scale with Synthetic Data
by: Borisov, Vadim
Published: (2026)
by: Borisov, Vadim
Published: (2026)
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data
by: Lajčinová, Bibiána, et al.
Published: (2024)
by: Lajčinová, Bibiána, et al.
Published: (2024)
Similar Items
-
MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization
by: Jouneghani, Maziar Kianimoghadam
Published: (2026) -
PSK@EEUCA 2026: Fine-Tuning Large Language Models with Synthetic Data Augmentation for Multi-Class Toxicity Detection in Gaming Chat
by: Pulipaka, Srikar Kashyap
Published: (2026) -
Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation
by: Guimarães, Artur, et al.
Published: (2024) -
SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)
by: Yu, Liang-Chih, et al.
Published: (2026) -
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task
by: Li, Jianjian, et al.
Published: (2024)