semantic representation

Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement EMNLP 2025 Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution AAAI 2025 VideoOrion: Tokenizing Object Dynamics in Videos ICCV 2025 VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding NAACL 2025 VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning CVPR 2025 What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CoNLL 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025 A Benchmark for Recipe Understanding in Artificial Agents COLING 2024 Advancing the Arabic WordNet: Elevating Content Quality COLING 2024 A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024 Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024 Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024 Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach ACL 2024 Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024 Building a Broad Infrastructure for Uniform Meaning Representations COLING 2024 CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event Extraction EACL 2024 Combining Neo-Structuralist and Cognitive Approaches to Semantics to Build Wordnets for Ancient Languages: Challenges and Perspectives COLING 2024 COSA: Concatenated Sample Pretrained Vision-Language Foundation Model ICLR 2024 Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Deductive Verification of LLM Generated SPARQL Queries COLING 2024 Definition generation for lexical semantic change detection ACL 2024 Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics ACL 2024 Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024 Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024