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Papers
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization
NAACL 2024
The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs
EACL 2024
Title-based Extractive Summarization via MRC Framework
COLING 2024
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
ICML 2024
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
NeurIPS 2024
A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis
EMNLP 2023
Decoding Layer Saliency in Language Transformers
ICML 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM
EMNLP 2023
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence
EMNLP 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
NeurIPS 2023
SC3K: Self-supervised and Coherent 3D Keypoints Estimation from Rotated, Noisy, and Decimated Point Cloud Data
ICCV 2023
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
ICML 2023
Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
CVPR 2023
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning
AAAI 2023
Coherence boosting: When your pretrained language model is not paying enough attention
ACL 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning
ACL 2022
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference
ICCV 2021
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification
NAACL 2021
Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test
ACL 2021
Contextualized Perturbation for Textual Adversarial Attack
NAACL 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts
EMNLP 2021
Semantically Coherent Out-of-Distribution Detection
ICCV 2021
Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation
EMNLP 2021
GRUEN for Evaluating Linguistic Quality of Generated Text
EMNLP 2020
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation
EMNLP 2019