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Summarization of Opinionated Political Documents with Varied Perspectives

One Arrow, Many Targets: Probing LLMs for Multi-Attribute Controllable Text Summarization

Retrieval Augmented Retrieval with In Context Examples

Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection

Visual Caption Restoration

Aligning Large Language Models on Information Extraction

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

Rethinking Document Information Extraction Datasets for LLMs

Automatic Generation of Benchmarks and Reliable LLM Judgment for Code Tasks

Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation

Detecting Pretraining Data in Large Language Models

Privacy-Preserving In-Context Learning for Large Language Models

AgentBench: Evaluating LLMs as Agents

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Attention is all you need