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Large Language Models

6,405 papers

Papers per year

Papers

FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025
Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025
Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models EMNLP 2025
The Hallucination Tax of Reinforcement Finetuning EMNLP 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025
Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation EMNLP 2025
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025
Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025
“What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets EMNLP 2025
Dynamic Evaluation for Oversensitivity in LLMs EMNLP 2025
Self-Correcting Code Generation Using Small Language Models EMNLP 2025
ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization EMNLP 2025
Safety in Large Reasoning Models: A Survey EMNLP 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025
VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025
Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025
Recognizing Limits: Investigating Infeasibility in Large Language Models EMNLP 2025