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Large Language Models

6,405 papers

Papers per year

Papers

Position: LLMs Can be Good Tutors in English Education EMNLP 2025
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025
Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? EMNLP 2025
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025
Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025
DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs EMNLP 2025
Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025
Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025
Answer Convergence as a Signal for Early Stopping in Reasoning EMNLP 2025
AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs EMNLP 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference EMNLP 2025
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models EMNLP 2025
Towards a Unified Paradigm of Concept Editing in Large Language Models EMNLP 2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025