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Text Representation

2246 directly classified papers

Papers per year

Papers

Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models EMNLP 2024
Revisiting Query Variation Robustness of Transformer Models EMNLP 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
Scaling Sentence Embeddings with Large Language Models EMNLP 2024
Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024
Tokenization Falling Short: On Subword Robustness in Large Language Models EMNLP 2024
A Construction Grammar Corpus of Varying Schematicity: A Dataset for the Evaluation of Abstractions in Language Models COLING 2024
TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization EACL 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024
Team AT at SemEval-2024 Task 8: Machine-Generated Text Detection with Semantic Embeddings NAACL 2024
Italian Word Embeddings for the Medical Domain COLING 2024
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation NAACL 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA EMNLP 2024
LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
Towards Automatic Composition of ASP Programs from Natural Language Specifications IJCAI 2024
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024
Linguistically Conditioned Semantic Textual Similarity ACL 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning EMNLP 2024
Can we teach language models to gloss endangered languages? EMNLP 2024
Varying Sentence Representations via Condition-Specified Routers EMNLP 2024
Creating Terminological Resources in the Digital Age for Less-resourced Languages COLING 2024
On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024