Text Representation

WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JMLR 2025 What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025 When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025 Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025 Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025 WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks EMNLP 2025 Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings AAAI 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 A Construction Grammar Corpus of Varying Schematicity: A Dataset for the Evaluation of Abstractions in Language Models COLING 2024 Ad Hoc Compounds for Stance Detection COLING 2024 A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks ICML 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 A Japanese News Simplification Corpus with Faithfulness COLING 2024 A Language Model Trained on Uruguayan Spanish News Text COLING 2024 A Large Annotated Reference Corpus of New High German Poetry COLING 2024 A Lightweight Approach to a Giga-Corpus of Historical Periodicals: The Story of a Slovenian Historical Newspaper Collection COLING 2024 ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024 A Linguistically-Informed Annotation Strategy for Korean Semantic Role Labeling COLING 2024 AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024 Analyzing Pokémon and Mario Streamers’ Twitch Chat with LLM-based User Embeddings EMNLP 2024 An Analysis of BPE Vocabulary Trimming in Neural Machine Translation NAACL 2024 An Analysis of Tokenization: Transformers under Markov Data NeurIPS 2024 A New Massive Multilingual Dataset for High-Performance Language Technologies COLING 2024