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Large Language Models

9,067 papers

Papers per year

Papers

TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025
War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models ACL 2025
Rethinking Table Instruction Tuning ACL 2025
Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025
P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs ACL 2025
Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ACL 2025
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey ACL 2025
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025
Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025
CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025
Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models ACL 2025
Financial Language Model Evaluation (FLaME) ACL 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ACL 2025
Inductive Linguistic Reasoning with Large Language Models ACL 2025
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training ACL 2025
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025
Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ACL 2025
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators ACL 2025
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025
Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics ACL 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025