CLEF 2025

Enhancing Biomedical Named Entity Recognition using GLiNER-BioMed with Targeted Dictionary-Based Post-processing for BioASQ 2025 task 6 by Ritesh Mehta
CLEF journal | arXiv
Beyond Retrieval: Ensembling Cross-Encoders and GPT Rerankers with LLMs for Biomedical QA by Shashank Verma, Fengyi Jiang, Xiangning Xue
CLEF journal | arXiv

DS@GT at CheckThat! 2025: Detecting Subjectivity via Transfer-Learning and Corrective Data Augmentation by Maximilian Heil, Dionne Bang
CLEF journal | arXiv
DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification by Maximilian Heil, Aleksandar Pramov
CLEF journal | arXiv
DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media by Ayush Parikh, Hoang Thanh Thanh Truong, Jeanette Schofield, Maximilian Heil
CLEF journal | arXiv
DS@GT at CheckThat! 2025: A Simple Retrieval-First, LLM-Backed Framework for Claim Normalization by Aleksandar Pramov, Jiangqin Ma, Bina Patel
CLEF journal | arXiv
DS@GT at CheckThat! 2025: Exploring Retrieval and Reranking Pipelines for Scientific Claim Source Retrieval on Social Media Discourse by Jeanette Schofield, Shuyu Tian, Hoang Thanh Thanh Truong, Maximilian Heil
CLEF journal | arXiv

DS@GT at eRisk 2025: From Prompts to Predictions, Benchmarking Early Depression Detection with Conversational Agent-Based Assessments and Temporal Attention Models by Anthony Miyaguchi, David Guecha, Yuwen Chiu, Sidharth Gaur
CLEF journal | arXiv

Tackling Sexism in Multimodal Social Media: Exploring Hybrid Generative-Transformer models by Moiz Ali, Lakshmi Yendapalli, Bishoy Tawfik, Matt Winzenried
CLEF journal | arXiv

Cultivating Multimodal Intelligence: Interpretive Reasoning and Agentic RAG Approaches to Dermatological Diagnosis by Karishma Thakrar, Shreyas Basavatia, Akshay Daftardar
CLEF journal | arXiv

Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings for CLEF JOKER 2025 Task 2 by Russell Taylor, Benajmin Herbert, Michael Sana
CLEF journal | arXiv

Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification by Murilo Gustineli, Anthony Miyaguchi, Adrian Cheung, Divyansh Khattak
CLEF journal | arXiv
Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 by Anthony Miyaguchi, Murilo Gustineli, Adrian Cheung
CLEF journal | arXiv
DS@GT AnimalCLEF: Triplet Learning over ViT Manifolds with Nearest Neighbor Classification for Animal Re-identification by Anthony Miyaguchi, Chandrasekaran Maruthaiyannan, Charles R. Clark
CLEF journal | arXiv
Transfer Learning and Mixup for Fine-Grained Few-Shot Fungi Classification by Jason Kahei Tam, Murilo Gustineli, Anthony Miyaguchi
CLEF journal | arXiv

DS@GT at LongEval: Evaluating Temporal Performance in Web Search Systems and Topics with Two-Stage Retrieval by Anthony Miyaguchi, Imran Afrulbasha, Aleksandar Pramov
CLEF journal | arXiv

Binoculars, BART, and Adversaries: Multi-Faceted AI Text Detection for PAN 2025 by Benjamin Ostrower, Poonam Dongare, Mahitha Thekkinkattuvalappil Unnikrishnan
CLEF journal | arXiv

Quantum Annealing for Machine Learning: Applications in Feature Selection, Instance Selection, and Clustering by Chloe Pomeroy, Aleksandar Pramov, Karishma Thakrar, Lakshmi Yendapalli
CLEF journal | arXiv

Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText by Krishna Chaitanya Marturi, Heba H. Elwazzan
CLEF journal | arXiv
LLM-Guided Planning and Summary-Based Scientific Text Simplification: DS@GT at CLEF 2025 SimpleText by Krishna Chaitanya Marturi, Heba H. Elwazzan
CLEF journal | arXiv

DS@GT at Touché: Large Language Models for Retrieval-Augmented Debate by Anthony Miyaguchi, Conor Johnston, Aaryan Potdar
CLEF journal | arXiv

Multilingual Job Title Matching with MPNet-Based Sentence Transformers by Adam Brikman, Michael Sana, Holden Ruegger
CLEF journal | arXiv