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Large Language Models

6,405 papers

Papers per year

Papers

VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025
Language Models Identify Ambiguities and Exploit Loopholes EMNLP 2025
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance EMNLP 2025
AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025
A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025
No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025
Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection EMNLP 2025
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 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
SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025