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Large Language Models

6405 directly classified papers

Papers per year

Papers

Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025
Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025
Do not Abstain! Identify and Solve the Uncertainty ACL 2025
Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025
Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025
Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025
It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025
InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ACL 2025
Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025
CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
Minimal Pair-Based Evaluation of Code-Switching ACL 2025
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025
The AI Gap: How Socioeconomic Status Affects Language Technology Interactions ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025