encoder model

Archaeology at WE-2026 PARSEME 2.0 Subtask 1 and 2: Parsing is for Encoders, Paraphrasing is for LLMs EACL 2026 Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain EACL 2026 AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025 Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost COLING 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ACL 2025 The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech EMNLP 2025 Towards Long Context Hallucination Detection NAACL 2025 Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs IJCNLP 2025 When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025 Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ACL 2024 Detecting Narrative Patterns in Biblical Hebrew and Greek ACL 2024 Fostering the Ecosystem of Open Neural Encoders for Portuguese with Albertina PT* Family COLING 2024 Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models CoNLL 2024 Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024 Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024 Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild EMNLP 2024 Understanding Cross-Lingual Alignment—A Survey ACL 2024 Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024 Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023 Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity EMNLP 2023 Dataset Inference for Self-Supervised Models NeurIPS 2022