Summarization

Characterised LLMs Affect its Evaluation of Summary and Translation AACL 2023 ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer ACL 2023 Citance-Contextualized Summarization of Scientific Papers EMNLP 2023 CiteBench: A Benchmark for Scientific Citation Text Generation EMNLP 2023 clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues ACL 2023 CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023 Compositional Data Augmentation for Abstractive Conversation Summarization ACL 2023 Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization AAAI 2023 Concise Answers to Complex Questions: Summarization of Long-form Answers ACL 2023 Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023 CoP: Factual Inconsistency Detection by Controlling the Preference AAAI 2023 CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code EMNLP 2023 Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023 CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023 D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023 Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023 DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023 DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023 Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023 Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization ACL 2023 Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization EMNLP 2023 DiffuSum: Generation Enhanced Extractive Summarization with Diffusion ACL 2023 DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023 Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization ACL 2023 DivHSK: Diverse Headline Generation using Self-Attention based Keyword Selection ACL 2023