Natural Language Processing

SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024 SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek EMNLP 2024 Seg2Act: Global Context-aware Action Generation for Document Logical Structuring EMNLP 2024 Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024 Selam@DravidianLangTech 2024:Identifying Hate Speech and Offensive Language EACL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Select and Reorder: A Novel Approach for Neural Sign Language Production COLING 2024 Select and Summarize: Scene Saliency for Movie Script Summarization NAACL 2024 Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024 Selecting Large Language Model to Fine-tune via Rectified Scaling Law ICML 2024 Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024 Selective Attention: Enhancing Transformer through Principled Context Control NeurIPS 2024 Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection MLHC 2024 Selective Generation for Controllable Language Models NeurIPS 2024 Selective Prompting Tuning for Personalized Conversations with LLMs ACL 2024 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024 Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024 Self-Alignment with Instruction Backtranslation ICLR 2024 Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024 Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024 Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024