text representation

527 papers

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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

Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024

INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers SEMEVAL 2024

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024

On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024

SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 2024

PrOnto: Language Model Evaluations for 859 Languages COLING 2024

The Grid: A semi-automated tool to support expert-driven modeling EMNLP 2024

Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024

Two Counterexamples to Tokenization and the Noiseless Channel COLING 2024

VicTR: Video-conditioned Text Representations for Activity Recognition CVPR 2024

Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024

WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024

On Affine Homotopy between Language Encoders NIPS 2024

Leveraging Linguistically Enhanced Embeddings for Open Information Extraction COLING 2024

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024

Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024

Tab2Text - A framework for deep learning with tabular data EMNLP 2024

AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024

Encoding Spreadsheets for Large Language Models EMNLP 2024

Combining Observational Data and Language for Species Range Estimation NIPS 2024

Large Language Models for Time Series: A Survey IJCAI 2024

Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024

From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024

Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024