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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Disentangling Memory and Reasoning Ability in Large Language Models ACL 2025 Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025 Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ACL 2025 Disentangling Text and Math in Word Problems: Evidence for the Bidimensional Structure of Large Language Models’ Reasoning ACL 2025 (Dis)improved?! How Simplified Language Affects Large Language Model Performance across Languages ACL 2025 DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications EMNLP 2025 Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025 DistaLs: a Comprehensive Collection of Language Distance Measures EMNLP 2025 Distilling an End-to-End Voice Assistant Without Instruction Training Data ACL 2025 Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025 Distributed LLM Serving on Consumer-Grade GPUs by Reconciling Computation and Communication EMNLP 2025 DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025 DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints AAAI 2025 Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025 Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025 Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics ACL 2025 Diversity Helps Jailbreak Large Language Models NAACL 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Diversity-Rewarded CFG Distillation ICLR 2025 DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context EMNLP 2025 DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025 DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025 DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025 DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025