TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization Feb 10, 2024 Text Summarization
Code Code Available 0Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach Feb 9, 2024 Explanation Generation Fact Checking
Code Code Available 0RankSum An unsupervised extractive text summarization based on rank fusion Feb 7, 2024 Extractive Text Summarization Sentence
— Unverified 0Personalized Language Modeling from Personalized Human Feedback Feb 6, 2024 Instruction Following Language Modeling
Code Code Available 1Graph Neural Network and NER-Based Text Summarization Feb 5, 2024 Articles Graph Neural Network
— Unverified 0A Survey of Large Language Models in Finance (FinLLMs) Feb 4, 2024 Named Entity Recognition (NER) Question Answering
Code Code Available 3A Hybrid Strategy for Chat Transcript Summarization Feb 2, 2024 Abstractive Text Summarization Text Summarization
— Unverified 0Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio Jan 30, 2024 Hate Speech Detection Misinformation
— Unverified 0PRE: A Peer Review Based Large Language Model Evaluator Jan 28, 2024 Language Modeling Language Modelling
— Unverified 0The Radiation Oncology NLP Database Jan 19, 2024 Language Modelling Large Language Model
Code Code Available 1Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Jan 16, 2024 In-Context Learning Language Modelling
— Unverified 0Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Jan 5, 2024 Image Captioning Machine Translation
Code Code Available 0OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning Jan 1, 2024 3D Point Cloud Classification Action Classification
— Unverified 0PersianLLaMA: Towards Building First Persian Large Language Model Dec 25, 2023 Language Modeling Language Modelling
— Unverified 0Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models Dec 22, 2023 Hallucination Machine Translation
— Unverified 0Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy Dec 20, 2023 Language Modeling Language Modelling
Code Code Available 2Cross-Domain Robustness of Transformer-based Keyphrase Generation Dec 17, 2023 Abstractive Text Summarization Keyphrase Extraction
— Unverified 0Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization Dec 10, 2023 Abstractive Text Summarization Diversity
— Unverified 0Nash Learning from Human Feedback Dec 1, 2023 Text Summarization
— Unverified 0Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Nov 28, 2023 Machine Translation Question Answering
Code Code Available 1ChatGPT Application In Summarizing An Evolution Of Deep Learning Techniques In Imaging: A Qualitative Study Nov 26, 2023 Articles Text Summarization
— Unverified 0Exploring Prompting Large Language Models as Explainable Metrics Nov 20, 2023 Prompt Engineering Text Summarization
Code Code Available 0Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Nov 18, 2023 Text Summarization
— Unverified 0DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines Nov 17, 2023 Language Modelling Large Language Model
Code Code Available 1Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Nov 16, 2023 Extractive Summarization Extractive Text Summarization
— Unverified 0Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Nov 15, 2023 Survey Text Summarization
Code Code Available 0Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Nov 15, 2023 Benchmarking Instruction Following
Code Code Available 1GreekT5: A Series of Greek Sequence-to-Sequence Models for News Summarization Nov 13, 2023 Abstractive Text Summarization Articles
Code Code Available 0Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform Nov 9, 2023 Abstractive Text Summarization Decoder
— Unverified 0OmniVec: Learning robust representations with cross modal sharing Nov 7, 2023 3D Point Cloud Classification Action Classification
— Unverified 0FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM Nov 5, 2023 Humanitarian Question Answering
— Unverified 0An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology Nov 3, 2023 Diagnostic Question Answering
— Unverified 0The Impact of Preference Agreement in Reinforcement Learning from Human Feedback: A Case Study in Summarization Nov 2, 2023 Text Generation Text Summarization
— Unverified 0Boosting Summarization with Normalizing Flows and Aggressive Training Nov 1, 2023 Decoder Knowledge Distillation
Code Code Available 0Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer Oct 30, 2023 Text Summarization
— Unverified 0Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs Oct 30, 2023 Articles Text Generation
— Unverified 0Correction with Backtracking Reduces Hallucination in Summarization Oct 24, 2023 Abstractive Text Summarization Hallucination
Code Code Available 0Prevalence and prevention of large language model use in crowd work Oct 24, 2023 Language Modeling Language Modelling
— Unverified 0A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare Oct 23, 2023 Decision Making Machine Translation
— Unverified 0Leveraging Deep Learning for Abstractive Code Summarization of Unofficial Documentation Oct 23, 2023 Code Summarization Deep Learning
— Unverified 0Controlled Randomness Improves the Performance of Transformer Models Oct 20, 2023 Diversity named-entity-recognition
— Unverified 0Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Oct 18, 2023 Language Modeling Language Modelling
Code Code Available 1Open Information Extraction: A Review of Baseline Techniques, Approaches, and Applications Oct 18, 2023 Open Information Extraction Question Answering
— Unverified 0Automatic News Summerization Oct 17, 2023 Articles Text Summarization
— Unverified 0Instructive Dialogue Summarization with Query Aggregations Oct 17, 2023 Machine Reading Comprehension Reading Comprehension
Code Code Available 0Key-phrase boosted unsupervised summary generation for FinTech organization Oct 16, 2023 Intent Detection Sentiment Analysis
— Unverified 0Metric Ensembles For Hallucination Detection Oct 16, 2023 Abstractive Text Summarization Hallucination
— Unverified 0Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models Oct 16, 2023 Information Retrieval Text Summarization
Code Code Available 0Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Oct 13, 2023 Deep Learning Text Summarization
— Unverified 0Calibrating Likelihoods towards Consistency in Summarization Models Oct 12, 2023 Abstractive Text Summarization Natural Language Inference
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