contextual representation

How much do contextualized representations encode long-range context? NAACL 2025 Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages EMNLP 2025 Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents ICLR 2025 UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions SemEval 2025 Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis EMNLP 2024 Comparing Static and Contextual Distributional Semantic Models on Intrinsic Tasks: An Evaluation on Mandarin Chinese Datasets COLING 2024 ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024 Latent Concept-based Explanation of NLP Models EMNLP 2024 A Psycholinguistic Analysis of BERT’s Representations of Compounds EACL 2023 CEFR-based Contextual Lexical Complexity Classifier in English and French ACL 2023 Contextual Bangla Neural Stemmer: Finding Contextualized Root Word Representations for Bangla Words EMNLP 2023 Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023 Lexical Semantics with Large Language Models: A Case Study of English “break” EACL 2023 Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation ACL 2023 Reconstruction Probing ACL 2023 Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023 SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge SemEval 2023 Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints ACL 2023 Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems Interspeech 2023 Coalescing Global and Local Information for Procedural Text Understanding COLING 2022 Contextual Representation Learning beyond Masked Language Modeling ACL 2022 DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce ACL 2022 Does BERT Rediscover a Classical NLP Pipeline? COLING 2022 Global Entity Disambiguation with BERT NAACL 2022 HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization SemEval 2022