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Text Representation

2246 directly classified papers

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Transfer of Structural Knowledge from Synthetic Languages ACL 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025
How Much Do Encoder Models Know About Word Senses? ACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025
DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025
Bidirectional Topic Matching: Quantifying Thematic Intersections Between Climate Change and Climate Mitigation News Corpora Through Topic Modelling ACL 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025
Vietnamese Words Are Not Constructed from Syllables: Rethinking the Role of Word Segmentation in Natural Language Processing for Vietnamese Texts AAAI 2025
Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025
AutoChunker: Structured Text Chunking and its Evaluation ACL 2025
Challenges in Processing Chinese Texts Across Genres and Eras EMNLP 2025
The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025
TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025
A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment ACL 2025
MoVoC: Morphology-Aware Subword Construction for Ge’ez Script Languages EMNLP 2025
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025