Text Representation

Polysemy through the lens of psycholinguistic variables: a dataset and an evaluation of static and contextualized language models NAACL 2024 Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024 PWESuite: Phonetic Word Embeddings and Tasks They Facilitate COLING 2024 PyFoma: a Python finite-state compiler module ACL 2024 RAAMove: A Corpus for Analyzing Moves in Research Article Abstracts COLING 2024 RedditEM: Unveiling Diachronic Semantic Shifts in Social Network Discourse ACML 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NeurIPS 2024 Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter EMNLP 2024 Revisiting Query Variation Robustness of Transformer Models EMNLP 2024 Revisiting subword tokenization: A case study on affixal negation in large language models NAACL 2024 Scaling Sentence Embeddings with Large Language Models EMNLP 2024 SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain WACV 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform ACL 2024 Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024 Semi-automatic Construction of a Word Complexity Lexicon for Japanese Medical Terminology NAACL 2024 SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction EACL 2024 SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model EACL 2024 Sentence Representations via Gaussian Embedding EACL 2024 SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings ICLR 2024