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Large Language Models

6405 directly classified papers

Papers per year

Papers

Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025
HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025
LoGU: Long-form Generation with Uncertainty Expressions ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025
From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ACL 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
Computation Mechanism Behind LLM Position Generalization ACL 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025
Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025
Steering off Course: Reliability Challenges in Steering Language Models ACL 2025
Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025
Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025
Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025
Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025