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Large Language Models

9,067 papers

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Papers

Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025
Self-Training Elicits Concise Reasoning in Large Language Models ACL 2025
Reason from Future: Reverse Thought Chain Enhances LLM Reasoning ACL 2025
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025
Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025
Red Queen: Exposing Latent Multi-Turn Risks in Large Language Models ACL 2025
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
Just Put a Human in the Loop? Investigating LLM-Assisted Annotation for Subjective Tasks ACL 2025
CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework ACL 2025
Multilingual Definition Modeling ACL 2025
ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025
Large Language Models Still Exhibit Bias in Long Text ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure ACL 2025
Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025
What Language Do Non-English-Centric Large Language Models Think in? ACL 2025
T5Score: A Methodology for Automatically Assessing the Quality of LLM Generated Multi-Document Topic Sets ACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025
From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
skLEP: A Slovak General Language Understanding Benchmark ACL 2025