Papers
Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer
Ahmed Haj Ahmed, Ruochen Zhang, Alvin C Grissom II
Inference-Time Feedback for Reasoning Controllability in Diffusion Language Models
Clovis Barbour, Huixin Zhan
LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering
Jack A. Johnson, Meghali Banerjee, Joseph Crawford et al.
CBAL: Context-Based Agentic Learning for Speaker Diarization Segmentation Refinement
Odwitiyo Dutta, Dinesh K Vishwakarma
Faithfulness Beyond Plausibility: Auditing Human Explanations in Educational Assessment
Ria Talsania, Dhruv Ritesh Shah, Sudhir Dhage
Probing Bias Formation in Medical LLMs through Activation Steering
Bayram Ayadi, Annette Hautli-Janisz
From Graphs to Hypergraphs: Enhancing Aspect-Term Sentiment Analysis via Multi-Level Relational Modeling
Omkar Mahesh Kashyap, Padegal Amit, Madhav Kashyap et al.
Counterspeech Generation using Small Language Models
Abubakar Sadiq Muhammad, Simona Frenda, Gavin Abercrombie
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction
Michito Takeshita, Takuro Kawada, Takumi Ohashi et al.
Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models
Jan Bronec, Jindřich Helcl
CAL-Log: Cost-Aware Active Learning with Logarithmic Cognitive Effort Modeling and Online Adaptation to Human Annotation Behavior
Vihanga Supasan Kariyakaranage, Banuka Athuraliya
Leakage-Aware User-Level ADHD Signal Classification from Social Media: When Graph Aggregation Helps, and When It Does Not
Daniel Cieślak, Władysław Średniawa
The Silence of the Facts: Popularity as a Barrier to Machine Unlearning
Anna Borisiuk, Andrey Savchenko, Alexander Panchenko et al.
Analyzing Hate Speech Amplification on Fringe Platforms
Anika Ghosh Basu, Humberto Jesus Carlon, Junyi Liu
Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning
Daniel Cieślak, Andrzej Czyżewski
Eye Movement Features Can Predict Human Preferences on Machine-Generated Texts
Xiaoshan He, Xiaoqun Liu, Haodong He et al.
Test-Time Strategies for More Efficient and Accurate Agentic RAG
Abhinav Sharma, Brian Zhang, Deepti Guntur et al.
Thesis Proposal: An Explainable Multimodal Framework for Detecting Harmful Content in Code-Switched Children’s Media
Juliana Isabelle A. Guillermo, Jasper Kyle Catapang, Nathaniel Oco
Semantic Span Annotation: An Exploratory Study of LLM Annotation
Tejas Goyal, Dhriti Krishnan, Anuj Gupta et al.
Sentiment Analysis of Yelp Review Dataset: A Comparative Study of Machine Learning Methods
Krishna Thakar, Mohamed Abu Sheha, Emmanuel Thompson
FedPAGR: Federated Prototype Alignment via Geometric Refinement for Heterogeneous Architectures
Kris Prasad, Md Abdullah Al Hafiz Khan
Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought
Ryo Mitsuhashi, Gaku Morio, Ayana Niwa et al.
BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation
Kazi Reyazul Hasan, A. B. M. Alim Al Islam, Muhammad Abdullah Adnan