A5007559881- Fossil Insects in Amber
- Hemiptera Insect Studies
- Scarabaeidae Beetle Taxonomy and Biogeography
- Plant and animal studies
- Coleoptera Taxonomy and Distribution
- Topic Modeling
- Natural Language Processing Techniques
- Hymenoptera taxonomy and phylogeny
- Phytoplasmas and Hemiptera pathogens
- Collembola Taxonomy and Ecology Studies
- Plant Diversity and Evolution
- Insect and Arachnid Ecology and Behavior
- Paleontology and Evolutionary Biology
- Paleontology and Stratigraphy of Fossils
- Lepidoptera: Biology and Taxonomy
- Multimodal Machine Learning Applications
- Semantic Web and Ontologies
- Insect-Plant Interactions and Control
- Freshwater macroinvertebrate diversity and ecology
- Plant and Fungal Species Descriptions
- Plant Parasitism and Resistance
- Text Readability and Simplification
- Evolution and Paleontology Studies
- Orthoptera Research and Taxonomy
- Machine Learning in Healthcare
Capital Normal University
2015-2024
National University of Singapore
2023
Zhejiang University
2022-2023
Ordnance Engineering College
2016
Nanjing Institute of Geology and Paleontology
2011-2014
State Key Laboratory of Palaeobiology and Stratigraphy
2013
Beijing Normal University
2013
China Agricultural University
2006-2008
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen. Proceedings of the 61st Annual Meeting Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Despite the ability to train capable LLMs, methodology for maintaining their relevancy and rectifying errors remains elusive. To this end, past few years have witnessed a surge in techniques editing objective of which is alter behavior LLMs efficiently within specific domain without negatively impacting performance across other inputs. This paper embarks on deep exploration problems, methods, opportunities related model LLMs. In particular, we provide an exhaustive overview task definition...
Multimodal named entity recognition and relation extraction (MNER MRE) is a fundamental crucial branch in information extraction. However, existing approaches for MNER MRE usually suffer from error sensitivity when irrelevant object images incorporated texts.To deal with these issues, we propose novel Hierarchical Visual Prefix fusion NeTwork (HVPNeT) visual-enhanced extraction, aiming to achieve more effective robust performance. Specifically, regard visual representation as pluggable...
This survey addresses the crucial issue of factuality in Large Language Models (LLMs). As LLMs find applications across diverse domains, reliability and accuracy their outputs become vital. We define Factuality Issue as probability to produce content inconsistent with established facts. first delve into implications these inaccuracies, highlighting potential consequences challenges posed by factual errors LLM outputs. Subsequently, we analyze mechanisms through which store process facts,...
A new genus and species of the extinct family Weitschatidae, Criniverticillus longicumulus gen. et sp. nov. (Hemiptera: Coccomorpha), is described illustrated from mid-Cretaceous Burmese amber. The based on a fossil specimen with complete body, wings antennae. diagnosis updated to include similarities between Criniverticillus, Pseudoweitschatus Weitschatus. An identification key Weitschatidae provided.
A new genus and species of Cydnidae, Punctacorona triplosticha gen. et sp. nov. (Heteroptera: Pentatomomorpha) is described illustrated from Myanmar amber. This established based on its forewing anterior margin angulated, clavus narrow, with three rows distinct punctures, metapleuron neighboring to posterior evaporatorium carinate. comparison between the Chilamnestocoris mixtus Lis al. 2018 provided.
Large Language Models (LLMs) have shown extraordinary capabilities in understanding and generating text that closely mirrors human communication. However, a primary limitation lies the significant computational demands during training, arising from their extensive parameterization. This challenge is further intensified by dynamic nature of world, necessitating frequent updates to LLMs correct outdated information or integrate new knowledge, thereby ensuring continued relevance. Note many...
This paper presents an exhaustive quantitative and qualitative evaluation of Large Language Models (LLMs) for Knowledge Graph (KG) construction reasoning. We engage in experiments across eight diverse datasets, focusing on four representative tasks encompassing entity relation extraction, event link prediction, question-answering, thereby thoroughly exploring LLMs' performance the domain inference. Empirically, our findings suggest that LLMs, represented by GPT-4, are more suited as...
Background An extinct new family of Pentatomomorpha, Venicoridae Yao, Ren & Cai fam. nov., with 2 genera and species (Venicoris solaris Rider gen. sp. nov. Clavaticoris zhengi nov.) are described from the Early Cretaceous Yixian Formation in Northeast China. Methodology/Principal Findings A cladistic analysis based on a combination fossil extant morphological characters clarified phylogenetic status has allowed reconstruction intersuperfamily interfamily relationships within Infraorder...
Multimodal named entity recognition and relation extraction (MNER MRE) is a fundamental crucial branch in information extraction. However, existing approaches for MNER MRE usually suffer from error sensitivity when irrelevant object images incorporated texts. To deal with these issues, we propose novel Hierarchical Visual Prefix fusion NeTwork (HVPNeT) visual-enhanced extraction, aiming to achieve more effective robust performance. Specifically, regard visual representation as pluggable...
Despite exceptional capabilities in knowledge-intensive tasks, Large Language Models (LLMs) face a critical gap understanding how they internalize new knowledge, particularly to structurally embed acquired knowledge their neural computations. We address this issue through the lens of circuit evolution, identifying computational subgraphs that facilitate storage and processing. Our systematic analysis evolution throughout continual pre-training reveals several key findings: (1) acquisition is...
A new species of Psyllipsocidae, Concavapsocus valvaculeiformus sp. nov., is described from mid-Cretaceous Kachin amber in Myanmar. The key diagnostic distinctions separating the its congeners encompass: 1) presence/absence ecdysial cleavage line and paraproct anal spine; 2) number apical teeth on lacinia; 3) morphological characteristics female ovipositor valves. This discovery underscores necessity for revising generic diagnosis Concavapsocus, provides an updated to genera Psyllipsocidae.
Antennae are important, insect sensory organs that used principally for communication with other insects and the detection of environmental cues. Some independently evolved ramified (branched) antennae, which house several types sensilla motion detection, sensing olfactory chemical cues, determining humidity temperature levels. Though antennae common in living insects, occasionally they present Mesozoic fossil record. Here, we first caddisflies earliest known sawfly, a scorpionfly also from...
Large Language Models (LLMs) usually suffer from knowledge cutoff or fallacy issues, which means they are unaware of unseen events generate text with incorrect facts owing to outdated/noisy data. To this end, many editing approaches for LLMs have emerged -- aiming subtly inject/edit updated adjust undesired behavior while minimizing the impact on unrelated inputs. Nevertheless, due significant differences among various methods and variations in task setups, there is no standard...
An extinct new family of flower bugs, Vetanthocoridae fam. nov., with 2 tribes, Vetanthocorini and Crassicerini, 8 genera, 9 species (Byssoidecerus levigatus gen. & sp. Collivetanthocoris rapax Vetanthocoris decorus longispicus Curvicaudus ciliatus Mecopodus xanthos Pustulithoracalis gloriosus Curticerus venustus Crassicerus furtivus nov.) are described from the Late Jurassic Yixian Formation in western Liaoning Province, China. These fossil records suggest there was an important...
The Mesozoic hemipteran family Archegocimicidae Handlirsch is newly diagnosed and its fauna in China revised based on abundant new material. complicated taxonomic history of the reviewed following changes proposed: Propritergum opimum Zhang, Engel, Yao & Ren gen. et sp. nov.; Longianteclypea tibialis (Popov), comb. Mesolygaeus naevius (Hong), Sinolygaeus Hong, synonym Ping; Enicocoris manlaicus Popov, Xishania fusiformis Jiaodongia maershanensis Xishania? jiangxiensis Hong all synonyms...
A new extinct family of Pentatomoidea, Primipentatomidae fam. nov., with four genera and five species (Primipentatoma peregrina gen. et sp. Primipentatoma fangi Breviscutum lunatum Oropentatoma epichara nov. Quadrocoris radius nov.), is described from the Upper Mesozoic deposits north-eastern China. cladistic analysis based on a combination fossil extant morphological characters clarifies phylogenetic status allows reconstruction interfamily relationships within superfamily Pentatomoidea....
Based on two compression fossils from the Middle Jurassic Jiulongshan Formation of Daohugou Village, Ningcheng County, Inner Mongolia, China, a new fossil species, Poljanka curticapillata Lü, Luo & Yao, sp. nov., extinct family Protopsyllidiidae is described. It characterized by flagellomeres 1–6 slender and 6 small subsections at apex, presence genae, basal tarsomere almost equal to apical fore middle legs, about 2.11 times as long hind leg, forewing veins R longer than M + Cu1, Cu1...