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Large Language Models

6405 directly classified papers

Papers per year

Papers

TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025
Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025
Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025
Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ACL 2025
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025
Representation Bending for Large Language Model Safety ACL 2025
Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025
Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025
HalluLens: LLM Hallucination Benchmark ACL 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025