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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa AACL 2025 A GitHub-based Workflow for Annotated Resource Development ACL 2025 Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025 A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025 AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning WACV 2025 A Hitchhiker’s Guide to Scaling Law Estimation ICML 2025 A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature AACL 2025 AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025 AID: Adaptive Integration of Detectors for Safe AI with Language Models NAACL 2025 AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning ACL 2025 AI for Data Ingestion into IPAC Archives AACL 2025 AIGT: AI Generative Table Based on Prompt COLING 2025 AI is Misled by GenAI: Stylistic Bias in Automated Assessment of Creativity in Large Language Models NeurIPS 2025 AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection SemEval 2025 AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking SemEval 2025 AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering SemEval 2025 AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SemEval 2025 AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements ICLR 2025 Aioli: A Unified Optimization Framework for Language Model Data Mixing ICLR 2025 AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt EMNLP 2025 AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories ICLR 2025 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 AI Sandbagging: Language Models can Strategically Underperform on Evaluations ICLR 2025