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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models COLING 2025 ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025 ReproHum #0067-01: A Reproduction of the Evaluation of Cross-Lingual Summarization ACL 2025 ReproHum #0729-04: Partial reproduction of the human evaluation of the MemSum and NeuSum summarisation systems ACL 2025 ReproHum: #0744-02: Investigating the Reproducibility of Semantic Preservation Human Evaluations ACL 2025 Reranking-based Generation for Unbiased Perspective Summarization ACL 2025 Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms ACL 2025 Residual Stream Analysis with Multi-Layer SAEs ICLR 2025 Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs IJCAI 2025 Resolving Lexical Bias in Model Editing ICML 2025 Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025 Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach ICML 2025 Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025 Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding ICML 2025 Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025 Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages ACL 2025 Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models COLING 2025 Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond ICLR 2025 Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025 Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 Rethinking Table Instruction Tuning ACL 2025 Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025