Text Representation

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024 Tokenisation in Machine Translation Does Matter: The impact of different tokenisation approaches for Maltese ACL 2024 Tokenization Falling Short: On Subword Robustness in Large Language Models EMNLP 2024 Tokenization Is More Than Compression EMNLP 2024 Tokenization via Language Modeling: the Role of Preceding Text COLING 2024 Tokenizer Choice For LLM Training: Negligible or Crucial? NAACL 2024 Tool for Constructing a Large-Scale Corpus of Code Comments and Other Source Code Annotations COLING 2024 Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024 Topic Modeling for Short Texts with Large Language Models ACL 2024 Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks COLING 2024 Towards an Ideal Tool for Learner Error Annotation COLING 2024 Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024 Towards Automatic Composition of ASP Programs from Natural Language Specifications IJCAI 2024 Towards Better Inclusivity: A Diverse Tweet Corpus of English Varieties EACL 2024 Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ACL 2024 Tracing the Genealogies of Ideas with Sentence Embeddings EMNLP 2024 Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification ACL 2024 Translation of Multifaceted Data without Re-Training of Machine Translation Systems EMNLP 2024 Two Counterexamples to Tokenization and the Noiseless Channel COLING 2024 Two Sequence Labeling Approaches to Sentence Segmentation and Punctuation Prediction for Classic Chinese Texts COLING 2024 UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity SemEval 2024 UDMorph: Morphosyntactically Tagged UD Corpora COLING 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 Uncovering Social Changes of the Basque Speaking Twitter Community During COVID-19 Pandemic COLING 2024 Understanding How Positional Encodings Work in Transformer Model COLING 2024