Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback Aug 30, 2024 Text Summarization
— Unverified 0Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization Aug 28, 2024 Extractive Summarization Extractive Text Summarization
— Unverified 0Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation Aug 27, 2024 Hallucination Retrieval-augmented Generation
— Unverified 0Bidirectional Awareness Induction in Autoregressive Seq2Seq Models Aug 25, 2024 Image Captioning Machine Translation
— Unverified 0Using generative AI to support standardization work -- the case of 3GPP Aug 8, 2024 Text Summarization
— Unverified 0'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization Aug 7, 2024 Position Task 2
— Unverified 0L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Aug 6, 2024 GPU Quantization
— Unverified 0A Framework for Fine-Tuning LLMs using Heterogeneous Feedback Aug 5, 2024 Instruction Following Text Summarization
— Unverified 0Reconsidering Degeneration of Token Embeddings with Definitions for Encoder-based Pre-trained Language Models Aug 2, 2024 Text Summarization
— Unverified 0Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs Aug 2, 2024 Machine Translation Model Compression
— Unverified 0Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach Aug 1, 2024 Text Summarization
— Unverified 0Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation Aug 1, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Jul 31, 2024 Document Summarization Informativeness
— Unverified 0PLANTS: A Novel Problem and Dataset for Summarization of Planning-Like (PL) Tasks Jul 18, 2024 Text Summarization
— Unverified 0Turning Generative Models Degenerate: The Power of Data Poisoning Attacks Jul 17, 2024 Data Poisoning parameter-efficient fine-tuning
— Unverified 0AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Jul 16, 2024 Abstractive Text Summarization Domain Adaptation
Code Code Available 0Tamil Language Computing: the Present and the Future Jul 11, 2024 Language Modelling Machine Translation
— Unverified 0SATS: simplification aware text summarization of scientific documents Jul 10, 2024 Text Simplification Text Summarization
— Unverified 0A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches Jul 10, 2024 Abstractive Text Summarization Data Augmentation
— Unverified 0Large Language Models for Judicial Entity Extraction: A Comparative Study Jul 8, 2024 Information Retrieval Language Modeling
— Unverified 0Query-Guided Self-Supervised Summarization of Nursing Notes Jul 4, 2024 Abstractive Text Summarization Domain Adaptation
— Unverified 0An End-to-End Speech Summarization Using Large Language Model Jul 2, 2024 Language Modeling Language Modelling
— Unverified 0CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications Jul 2, 2024 Decision Making Financial Analysis
— Unverified 0FineSurE: Fine-grained Summarization Evaluation using LLMs Jul 1, 2024 Benchmarking Hallucination
Code Code Available 1A Comparative Study of Quality Evaluation Methods for Text Summarization Jun 30, 2024 Text Summarization
— Unverified 0Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Jun 28, 2024 Code Generation Hallucination
— Unverified 0Discrete Diffusion Language Model for Long Text Summarization Jun 25, 2024 Abstractive Text Summarization Decoder
— Unverified 0Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? Jun 25, 2024 Decision Making Language Modeling
Code Code Available 0Enhancing Scientific Figure Captioning Through Cross-modal Learning Jun 24, 2024 Diversity Image Captioning
— Unverified 0FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models Jun 23, 2024 Memorization Reading Comprehension
Code Code Available 1Real-time Speech Summarization for Medical Conversations Jun 22, 2024 Conversation Summarization Text Summarization
Code Code Available 0Factual Dialogue Summarization via Learning from Large Language Models Jun 20, 2024 Contrastive Learning Data Augmentation
— Unverified 0The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts Jun 20, 2024 Code Generation Question Answering
— Unverified 0Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors Jun 18, 2024 Hallucination Language Modeling
Code Code Available 0LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Jun 18, 2024 GPU Natural Language Understanding
Code Code Available 1Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles Jun 18, 2024 Arithmetic Reasoning Code Generation
Code Code Available 1A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Jun 17, 2024 Benchmarking Survey
— Unverified 0Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Jun 16, 2024 In-Context Learning Prompt Engineering
— Unverified 0Improving Autoregressive Training with Dynamic Oracles Jun 13, 2024 Machine Translation named-entity-recognition
— Unverified 0Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART Jun 11, 2024 Text Summarization
— Unverified 0Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts Jun 8, 2024 Machine Translation Multiple-choice
— Unverified 0Key-Element-Informed sLLM Tuning for Document Summarization Jun 7, 2024 Document Summarization Text Summarization
— Unverified 0HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew Jun 6, 2024 Abstractive Text Summarization Sentence
Code Code Available 0Artemis: Towards Referential Understanding in Complex Videos Jun 1, 2024 Text Summarization Video Grounding
Code Code Available 0Gender Bias Detection in Court Decisions: A Brazilian Case Study Jun 1, 2024 Bias Detection Gender Bias Detection
Code Code Available 0Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization Jun 1, 2024 Text Summarization
— Unverified 0Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning Jun 1, 2024 Multi-Objective Reinforcement Learning Multi-Task Learning
— Unverified 0Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models May 29, 2024 Image Generation Text Summarization
— Unverified 0Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF May 29, 2024 reinforcement-learning Reinforcement Learning
— Unverified 0RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models May 28, 2024 Document Enhancement Mixed Reality
— Unverified 0