Machine Learning

Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse ACL 2025 BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025 Belief-Conditioned One-Step Diffusion: Real-Time Trajectory Planning with Just-Enough Sensing CoRL 2025 Believing is Seeing: Unobserved Object Detection using Generative Models CVPR 2025 BElite at BLP-2025 Task 1: Leveraging Ensemble for Multi Task Hate Speech Detection in Bangla AACL 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation ICML 2025 Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025 Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms ICLR 2025 Be More Specific: Evaluating Object-centric Realism in Synthetic Images CVPR 2025 Benchmark Creation for Aspect-Based Sentiment Analysis in Low-Resource Odia Language and Evaluation through Fine-Tuning of Multilingual Models COLING 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5 NAACL 2025 Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning ACL 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Benchmarking and Learning Multi-Dimensional Quality Evaluator for Text-to-3D Generation ICCV 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 Benchmarking Distributional Alignment of Large Language Models NAACL 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond EMNLP 2025 Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025 Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025