Large Language Models

Why Does ChatGPT “Delve” So Much? Exploring the Sources of Lexical Overrepresentation in Large Language Models COLING 2025 Why Does the Effective Context Length of LLMs Fall Short? ICLR 2025 Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025 Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025 Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce EMNLP 2025 WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ACL 2025 Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge SemEval 2025 Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025 WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025 Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi EMNLP 2025 Wonderland_EDU@HKU at BEA 2025 Shared Task: Fine-tuning Large Language Models to Evaluate the Pedagogical Ability of AI-powered Tutors ACL 2025 Words Over Pixels? Rethinking Vision in Multimodal Large Language Models IJCAI 2025 WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SemEval 2025 WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models ICLR 2025 World Model on Million-Length Video And Language With Blockwise RingAttention ICLR 2025 X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation ICCV 2025 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025 X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability EMNLP 2025 XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025 XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference ICML 2025 XRAG: Cross-lingual Retrieval-Augmented Generation EMNLP 2025