Domain Adaptation

Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025 Benefit From Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge ICCV 2025 BERT-like Models for Slavic Morpheme Segmentation ACL 2025 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance ICML 2025 BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance CVPR 2025 Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization NAACL 2025 Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis NAACL 2025 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models ICLR 2025 Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation ICML 2025 Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation ACL 2025 Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025 Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks ICLR 2025 Beyond One-Hot Labels: Semantic Mixing for Model Calibration ICML 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Beyond Sequence: Impact of Geometric Context for RNA Property Prediction ICLR 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025 Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models EMNLP 2025 Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025 Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning ICML 2025 Beyond Text: Characterizing Domain Expert Needs in Document Research ACL 2025 Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats NAACL 2025 Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025 Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025