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text representation

527 papers

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Also known as

TRM TF-IDF

Co-occurring keywords

representation learning (6174) word embedding (1764) contrastive learning (3979) large language model (12755) text classification (6776) information retrieval (1493) transfer learning (5442) question answering (2904) semantic similarity (906) multimodal learning (4622)

Papers

GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025
Vietnamese Words Are Not Constructed from Syllables: Rethinking the Role of Word Segmentation in Natural Language Processing for Vietnamese Texts AAAI 2025
Tool for Constructing a Large-Scale Corpus of Code Comments and Other Source Code Annotations COLING 2024
A Language Model Trained on Uruguayan Spanish News Text COLING 2024
On Affine Homotopy between Language Encoders NIPS 2024
Introducing the Djinni Recruitment Dataset: A Corpus of Anonymized CVs and Job Postings COLING 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
Exploring Neural Topic Modeling on a Classical Latin Corpus COLING 2024
PrOnto: Language Model Evaluations for 859 Languages COLING 2024
Multimodal Table Understanding ACL 2024
Two Counterexamples to Tokenization and the Noiseless Channel COLING 2024
Encoding Spreadsheets for Large Language Models EMNLP 2024
Linguistically Conditioned Semantic Textual Similarity ACL 2024
INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers SEMEVAL 2024
ParsText: A Digraphic Corpus for Tajik-Farsi Transliteration COLING 2024
Frogs into princes: A generative model to understand the success of product descriptions COLING 2024
Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024
Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024
Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024
L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024