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Large Language Models

6405 directly classified papers

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Papers

Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ACL 2025
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025
M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025
Neuron-Level Sequential Editing for Large Language Models ACL 2025
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation ACL 2025
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025
Logical forms complement probability in understanding language model (and human) performance ACL 2025
Length Controlled Generation for Black-box LLMs ACL 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025