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Large Language Models

104 papers

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Papers

Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking ACL 2026
Efficient Hyperparameter Optimization for LLM Reinforcement Learning ACL 2026
Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
Personalized Text Generation with Contrastive Activation Steering ACL 2025
LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025
Quantifying Semantic Emergence in Language Models ACL 2025
QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ACL 2025
QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025
From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ACL 2025
Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning ACL 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
What Counts Underlying LLMs’ Moral Dilemma Judgments? ACL 2025
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning ACL 2025