text representation

Cross-Aligned Fusion for Multimodal Understanding WACV 2025 DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness EMNLP 2025 DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025 Dense Retrieval with Quantity Comparison Intent ACL 2025 DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025 Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025 Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing COLING 2025 Entailed Between the Lines: Incorporating Implication into NLI ACL 2025 Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 Formula-Text Cross-Retrieval: A Benchmarking Study of Dense Embedding Methods for Mathematical Information Retrieval EMNLP 2025 GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025 KBLaM: Knowledge Base augmented Language Model ICLR 2025 Language Models are Universal Embedders ACL 2025 Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 Making Text Embedders Few-Shot Learners ICLR 2025 ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025 MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025