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