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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Advancing Persian LLM Evaluation NAACL 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025 Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language NAACL 2025 AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL 2025 AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails NAACL 2025 AELC: Adaptive Entity Linking with LLM-Driven Contextualization EMNLP 2025 A European Portuguese corpus annotated for verbal idioms NAACL 2025 A Fair Comparison without Translationese: English vs. Target-language Instructions for Multilingual LLMs NAACL 2025 A Formal Analysis of Chain-of-Thought Prompting via Turing Reductions IJCNLP 2025 A Framework for Effective Invocation Methods of Various LLM Services COLING 2025 A Framework to Retrieve Relevant Laws for Will Execution EMNLP 2025 A French Version of the OLDI Seed Corpus EMNLP 2025 AFRIDOC-MT: Document-level MT Corpus for African Languages EMNLP 2025 Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond NAACL 2025 AfroBench: How Good are Large Language Models on African Languages? ACL 2025 AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages ACL 2025 AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025 A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ACL 2025 Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge EMNLP 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025 Aggregation Artifacts in Subjective Tasks Collapse Large Language Models’ Posteriors NAACL 2025