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Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026 CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026 Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation ACL 2026 Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 On the Intelligibility of Romance Language Varieties: Spanish and Portuguese in Europe and America EACL 2026 Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL EACL 2026 Rethinking Video-Language Model from the Language Input Perspective AAAI 2026 SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026 STAMP: Selective Task-Aware Mechanism for Text Privacy EACL 2026 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026 Who Is a Better Matchmaker? Human vs. Algorithmic Judge Assignment in a High-Stakes Startup Competition AAAI 2026 Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Computational Framework to Identify Self-Aspects in Text ACL 2025 A Derivational ChainBank for Modern Standard Arabic COLING 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025 Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025 Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025 Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models EMNLP 2025