DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Jun 25, 2021 Abstractive Text Summarization Decoder
Code Code Available 0Deep Transfer Reinforcement Learning for Text Summarization Oct 15, 2018 reinforcement-learning Reinforcement Learning
Code Code Available 0Muppet: Massive Multi-task Representations with Pre-Finetuning Jan 26, 2021 Abstractive Text Summarization Common Sense Reasoning
Code Code Available 0Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation Dec 4, 2020 Benchmarking Machine Translation
Code Code Available 0Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization May 13, 2018 Abstractive Text Summarization Text Summarization
Code Code Available 0Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries Mar 1, 2024 Attribute Text Summarization
Code Code Available 0A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion Oct 8, 2020 Abstractive Text Summarization News Summarization
Code Code Available 0Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers May 13, 2024 Text Summarization
Code Code Available 0Natural Language Processing for Information Extraction Jul 6, 2018 Articles coreference-resolution
Code Code Available 0Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Mar 29, 2020 Abstractive Text Summarization Decoder
Code Code Available 0Generative Adversarial Network for Abstractive Text Summarization Nov 26, 2017 Abstractive Text Summarization Generative Adversarial Network
Code Code Available 0NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference Nov 2, 2024 Code Generation CPU
Code Code Available 0APE: A Data-Centric Benchmark for Efficient LLM Adaptation in Text Summarization May 26, 2025 GPU News Summarization
Code Code Available 0Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Oct 3, 2024 Abstractive Text Summarization Hallucination
Code Code Available 0Deep Recurrent Generative Decoder for Abstractive Text Summarization Aug 2, 2017 Abstractive Text Summarization Decoder
Code Code Available 0Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization Jun 8, 2017 Decoder Semantic Similarity
Code Code Available 0Sample Efficient Text Summarization Using a Single Pre-Trained Transformer May 21, 2019 Abstractive Text Summarization Decoder
Code Code Available 0Very Large Language Model as a Unified Methodology of Text Mining Dec 19, 2022 Clustering Language Modeling
Code Code Available 0Neural Extractive Text Summarization with Syntactic Compression Feb 3, 2019 Document Summarization Extractive Text Summarization
Code Code Available 0Unsupervised Sentence Compression using Denoising Auto-Encoders Sep 7, 2018 Denoising Sentence
Code Code Available 0Boosting Summarization with Normalizing Flows and Aggressive Training Nov 1, 2023 Decoder Knowledge Distillation
Code Code Available 0Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods May 5, 2021 Machine Translation Natural Language Understanding
Code Code Available 0Incorporating Copying Mechanism in Sequence-to-Sequence Learning Mar 21, 2016 Decoder Text Summarization
Code Code Available 0Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Aug 30, 2021 Machine Translation Text Summarization
Code Code Available 0Gender Bias Detection in Court Decisions: A Brazilian Case Study Jun 1, 2024 Bias Detection Gender Bias Detection
Code Code Available 0Indian Language Summarization using Pretrained Sequence-to-Sequence Models Mar 25, 2023 Text Summarization
Code Code Available 0ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Sep 4, 2019 Scientific Document Summarization Text Summarization
Code Code Available 0AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization Sep 1, 2015 Document Summarization Multi-Document Summarization
Code Code Available 0IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Oct 12, 2018 Articles Extractive Summarization
Code Code Available 0Inducing Causal Structure for Abstractive Text Summarization Aug 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Unsupervised Text Segmentation Using Semantic Relatedness Graphs Aug 1, 2016 Information Retrieval Text Segmentation
Code Code Available 0DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering Jul 13, 2023 Dialogue Generation nlg evaluation
Code Code Available 0Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 0Boosting Big Brother: Attacking Search Engines with Encodings Apr 27, 2023 Chatbot Text Summarization
Code Code Available 0Instructive Dialogue Summarization with Query Aggregations Oct 17, 2023 Machine Reading Comprehension Reading Comprehension
Code Code Available 0Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub' May 1, 2024 Information Retrieval Language Modelling
Code Code Available 0NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager Aug 1, 2018 Goal-Oriented Dialog Goal-Oriented Dialogue Systems
Code Code Available 0Data-driven Summarization of Scientific Articles Apr 24, 2018 Articles Sentence
Code Code Available 0This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation Jun 8, 2019 Abstractive Text Summarization Document Summarization
Code Code Available 0GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization Apr 7, 2023 Abstractive Text Summarization Sentence
Code Code Available 0Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Dec 22, 2024 Abstractive Text Summarization General Knowledge
Code Code Available 0Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Jun 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Plain English Summarization of Contracts Jun 2, 2019 Extractive Summarization Text Summarization
Code Code Available 0Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU May 1, 2018 Abstractive Text Summarization Coreference Resolution
Code Code Available 0Introducing the Welsh Text Summarisation Dataset and Baseline Systems May 5, 2022 Articles Text Summarization
Code Code Available 0Searching for Effective Neural Extractive Summarization: What Works and What's Next Jul 8, 2019 Extractive Summarization Extractive Text Summarization
Code Code Available 0Cost-Efficient LLM Serving in the Cloud: VM Selection with KV Cache Offloading Apr 16, 2025 GPU Text Summarization
Code Code Available 0SWI: Speaking with Intent in Large Language Models Mar 27, 2025 Mathematical Reasoning Question Answering
Code Code Available 0Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 0Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network Nov 15, 2019 Decoder Denoising
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