Ep. 254 - Part 1 - June 4, 2024

ArXiv NLP research for Tuesday, June 04, 2024. 00:20: Conditional Language Learning with Context 01:13: Zyda: A 1.3T Dataset for Open Language Modeling 02:32: RKLD: Reverse KL-Divergence-based Knowledge Distillation for Unlearning Personal Information in Large Language Models 03:50: Personalized Topic Selection Model for Topic-Grounded Dialogue 05:20: Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue 06:58: Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis 08:03: Why Would You Suggest That? Human Trust in Language Model Responses 09:10: Multimodal Reasoning with Multimodal Knowledge Graph 10:30: QROA: A Black-Box Query-Response Optimization Attack on LLMs 11:55: Analyzing Social Biases in Japanese Large Language Models 12:52: I've got the "Answer"! Interpretation of LLMs Hidden States in Question Answering 13:47: PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling 15:16: Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks 16:38: LongSSM: On the Length Extension of State-space Models in Language Modelling 17:30: Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data 18:40: MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset 20:19: UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models 22:03: Diver: Large Language Model Decoding with Span-Level Mutual Information Verification 23:12: SimulTron: On-Device Simultaneous Speech to Speech Translation 24:28: The current status of large language models in summarizing radiology report impressions 26:10: Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models 27:17: Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models 28:46: A multilingual dataset for offensive language and hate speech detection for hausa, yoruba and igbo languages 29:40: FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models 31:17: Self-Modifying State Modeling for Simultaneous Machine Translation