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Large Language Models

9067 directly classified papers

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Papers

How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025
It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025
SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025
LLM Alignment for the Arabs: A Homogenous Culture or Diverse Ones NAACL 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025
Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025
Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025
Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025
Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025
Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025 NAACL 2025
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025
Do not Abstain! Identify and Solve the Uncertainty ACL 2025
Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025
Length Controlled Generation for Black-box LLMs ACL 2025
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas NAACL 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? EMNLP 2025
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic EMNLP 2025