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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings ICML 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025 TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts IJCAI 2025 TRACE-CS: A Synergistic Approach to Explainable Course Scheduling Using LLMs and Logic AAAI 2025 Tracing Definitions: Lessons from Alliance Contracts in the Biopharmaceutical Industry EMNLP 2025 Tracing L1 Interference in English Learner Writing: A Longitudinal Corpus with Error Annotations EMNLP 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 Tradutor: Building a Variety Specific Translation Model AAAI 2025 Training Bilingual LMs with Data Constraints in the Targeted Language ACL 2025 Training compute-optimal transformer encoder models EMNLP 2025 Training Free Exponential Context Extension via Cascading KV Cache ICLR 2025 Training-free LLM-generated Text Detection by Mining Token Probability Sequences ICLR 2025 Training Language Model to Critique for Better Refinement ACL 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025 Training LLMs to be Better Text Embedders through Bidirectional Reconstruction EMNLP 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training of LLM-Based List-Wise Multilingual Reranker EMNLP 2025 Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025 TransAlign: Machine Translation Encoders are Strong Word Aligners, Too EMNLP 2025 TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling EMNLP 2025 Transfer of Structural Knowledge from Synthetic Languages ACL 2025 Transformer25 at SemEval-2025 Task 1: A similarity-based approach SemEval 2025 Transformer Architectures for Vocabulary Test Item Difficulty Prediction ACL 2025