Conformal Language Modeling Jun 16, 2023 Conformal Prediction Language Modeling
Code Code Available 15 Leveraging Locality in Abstractive Text Summarization May 25, 2022 Abstractive Text Summarization Text Generation
Code Code Available 15 Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available 15 Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification Feb 29, 2020 Negation Negation Detection
Code Code Available 15 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 15 BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 15 Automatic Text Evaluation through the Lens of Wasserstein Barycenters Aug 27, 2021 Image Captioning Machine Translation
Code Code Available 15 Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Sep 14, 2021 nlg evaluation Style Transfer
Code Code Available 15 Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Apr 10, 2024 Machine Translation Text Summarization
Code Code Available 15 Contextualized Rewriting for Text Summarization Jan 31, 2021 Extractive Summarization reinforcement-learning
Code Code Available 15 Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Dec 14, 2020 Conditional Text Generation Contrastive Learning
Code Code Available 15 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 15 Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available 15 MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Oct 15, 2020 Abstractive Text Summarization Multimodal Abstractive Text Summarization
Code Code Available 15 MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Jul 19, 2021 Extractive Summarization Extractive Text Summarization
Code Code Available 15 Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Sep 2, 2022 Abstractive Dialogue Summarization Multi-Task Learning
Code Code Available 15 CTRLsum: Towards Generic Controllable Text Summarization Dec 8, 2020 Articles Descriptive
Code Code Available 15 Dataset for Automatic Summarization of Russian News Jun 19, 2020 Text Summarization valid
Code Code Available 15 CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 15 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Oct 3, 2024 Abstractive Text Summarization Hallucination
Code Code Available 15 Graph Optimal Transport for Cross-Domain Alignment Jun 26, 2020 Graph Matching Image Captioning
Code Code Available 15 Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
Code Code Available 15 CX DB8: A queryable extractive summarizer and semantic search engine Dec 7, 2020 Extractive Summarization Extractive Text Summarization
Code Code Available 15 D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 15 Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 15 A Divide-and-Conquer Approach to the Summarization of Long Documents Apr 13, 2020 Articles Document Summarization
Code Code Available 15 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available 15 Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available 15 DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available 15 Detecting Hallucinated Content in Conditional Neural Sequence Generation Nov 5, 2020 Abstractive Text Summarization Hallucination
Code Code Available 15 Empowering Diffusion Models on the Embedding Space for Text Generation Dec 19, 2022 Denoising Machine Translation
Code Code Available 15 Get To The Point: Summarization with Pointer-Generator Networks Apr 14, 2017 Abstractive Text Summarization Document Summarization
Code Code Available 15 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 15 ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
Code Code Available 15 Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 15 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Dec 16, 2021 Question Answering Question Generation
Code Code Available 15 RefSum: Refactoring Neural Summarization Apr 15, 2021 Reranking Text Summarization
Code Code Available 15 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 15 All Word Embeddings from One Embedding Apr 25, 2020 All Decoder
Code Code Available 15 A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 15 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 15 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 15 Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Jun 7, 2023 Book summarization Text Summarization
Code Code Available 15 Enhancing Scientific Papers Summarization with Citation Graph Apr 7, 2021 Text Summarization
Code Code Available 15 A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Apr 4, 2020 Abstractive Text Summarization Articles
Code Code Available 15 Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 15 End-to-End AMR Coreference Resolution Aug 1, 2021 Abstract Meaning Representation coreference-resolution
Code Code Available 15 G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Mar 29, 2023 Dialogue Generation Diversity
Code Code Available 15 Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization May 23, 2023 Semantic Role Labeling Text Summarization
Code Code Available 15 Sequence Level Contrastive Learning for Text Summarization Sep 8, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 15