Machine Learning

Cognate and Contact-Induced Transfer Learning for Hamshentsnag: A Low-Resource and Endangered Language NAACL 2025 Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic COLING 2025 CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025 Cognitext@DravidianLangTech2025: Fake News Classification in Malayalam Using mBERT and LSTM NAACL 2025 Cognitive Bias and Reassignment: Who Can Contribute High Quality LLM Data AAAI 2025 Cognitive Feedback: Decoding Human Feedback from Cognitive Signals EMNLP 2025 Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025 Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 Coherence-based Approximate Derivatives via Web of Affine Spaces Optimization RSS 2025 CohEx: A Generalized Framework for Cohort Explanation AAAI 2025 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025 COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025 CoInD: Enabling Logical Compositions in Diffusion Models ICLR 2025 CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025 COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering ICML 2025 CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025 CoLA: Collaborative Low-Rank Adaptation ACL 2025 CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation EMNLP 2025 CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025 Cold Starts and Hard Cases: A Two-Stage SFT-RLVR Approach for Legal Machine Translation (Just-NLP L-MT shared task) AACL 2025 CoLeM: A framework for semantic interpretation of Russian-language tables based on contrastive learning ACL 2025