b'Yue Zhang'

research

∙ 09/04/2023

Global Topology of 3D Symmetric Tensor Fields

There have been recent advances in the analysis and visualization of 3D ...

0 Shih-Hsuan Hung, et al. ∙

research

∙ 09/04/2023

Interactive Design and Optics-Based Visualization of Arbitrary Non-Euclidean Kaleidoscopic Orbifolds

Orbifolds are a modern mathematical concept that arises in the research ...

0 Jinta Zheng, et al. ∙

research

∙ 09/03/2023

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

While large language models (LLMs) have demonstrated remarkable capabili...

0 Yue Zhang, et al. ∙

research

∙ 08/25/2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities

Evolutionary algorithms (EA), a class of stochastic search methods based...

0 Yanjie Song, et al. ∙

research

∙ 08/17/2023

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Catastrophic forgetting (CF) is a phenomenon that occurs in machine lear...

0 Yun Luo, et al. ∙

research

∙ 08/09/2023

Scalable Hypergraph Visualization

Hypergraph visualization has many applications in network data analysis....

0 Peter Oliver, et al. ∙

research

∙ 07/31/2023

DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation

In this technical report, we present our findings from the research cond...

0 Yue Zhang, et al. ∙

research

∙ 07/22/2023

Multi-representations Space Separation based Graph-level Anomaly-aware Detection

Graph structure patterns are widely used to model different area data re...

0 Fu Lin, et al. ∙

research

∙ 07/18/2023

Zero-shot Query Reformulation for Conversational Search

As the popularity of voice assistants continues to surge, conversational...

0 Dayu Yang, et al. ∙

research

∙ 07/17/2023

An Exploration Study of Mixed-initiative Query Reformulation in Conversational Passage Retrieval

In this paper, we report our methods and experiments for the TREC Conver...

0 Dayu Yang, et al. ∙

research

∙ 07/14/2023

ConTrack: Contextual Transformer for Device Tracking in X-ray

Device tracking is an important prerequisite for guidance during endovas...

0 Marc Demoustier, et al. ∙

research

∙ 07/14/2023

TVPR: Text-to-Video Person Retrieval and a New Benchmark

Most existing methods for text-based person retrieval focus on text-to-i...

0 Fan Ni, et al. ∙

research

∙ 07/08/2023

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation

Most existing cross-lingual summarization (CLS) work constructs CLS corp...

0 Yulong Chen, et al. ∙

research

∙ 07/06/2023

A Survey on Evaluation of Large Language Models

Large language models (LLMs) are gaining increasing popularity in both a...

0 Yupeng Chang, et al. ∙

research

∙ 07/01/2023

Partial Linear Cox Model with Deep ReLU Networks for Interval-Censored Failure Time Data

The partial linear Cox model for interval-censoring is well-studied unde...

0 Jie Zhou, et al. ∙

research

∙ 06/20/2023

Explicit Syntactic Guidance for Neural Text Generation

Most existing text generation models follow the sequence-to-sequence par...

0 Yafu Li, et al. ∙

research

∙ 06/19/2023

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations

Discourse analysis is an important task because it models intrinsic sema...

0 Dongyu Ru, et al. ∙

research

∙ 06/15/2023

Opinion Tree Parsing for Aspect-based Sentiment Analysis

Extracting sentiment elements using pre-trained generative models has re...

0 Xiaoyi Bao, et al. ∙

research

∙ 06/13/2023

Don't Leak Your Keys: Understanding, Measuring, and Exploiting the AppSecret Leaks in Mini-Programs

Mobile mini-programs in WeChat have gained significant popularity since ...

0 Yue Zhang, et al. ∙

research

∙ 06/13/2023

Uncovering and Exploiting Hidden APIs in Mobile Super Apps

Mobile applications, particularly those from social media platforms such...

0 Chao Wang, et al. ∙

research

∙ 06/13/2023

SoK: Decoding the Super App Enigma: The Security Mechanisms, Threats, and Trade-offs in OS-alike Apps

The super app paradigm, exemplified by platforms such as WeChat and AliP...

0 Yuqing Yang, et al. ∙

research

∙ 06/08/2023

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization

Instruction tuning large language models (LLMs) remains a challenging ta...

0 Yidong Wang, et al. ∙

research

∙ 06/07/2023

PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

The increasing reliance on Large Language Models (LLMs) across academia ...

0 Kaijie Zhu, et al. ∙

research

∙ 05/30/2023

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction

Recent works have introduced Abstract Meaning Representation (AMR) for D...

0 Yuqing Yang, et al. ∙

research

∙ 05/26/2023

Exploiting Abstract Meaning Representation for Open-Domain Question Answering

The Open-Domain Question Answering (ODQA) task involves retrieving and s...

0 Cunxiang Wang, et al. ∙

research

∙ 05/26/2023

RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering

Open-Domain Question Answering (ODQA) systems necessitate a reader model...

0 Cunxiang Wang, et al. ∙

research

∙ 05/25/2023

NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts

We introduce NaSGEC, a new dataset to facilitate research on Chinese gra...

0 Yue Zhang, et al. ∙

research

∙ 05/23/2023

EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms

The performance of current supervised AI systems is tightly connected to...

0 Naihao Deng, et al. ∙

research

∙ 05/23/2023

Out-of-Distribution Generalization in Text Classification: Past, Present, and Future

Machine learning (ML) systems in natural language processing (NLP) face ...

0 Linyi Yang, et al. ∙

research

∙ 05/22/2023

Deepfake Text Detection in the Wild

Recent advances in large language models have enabled them to reach a le...

0 Yafu Li, et al. ∙

research

∙ 05/22/2023

Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance

ChatGPT and GPT-4 have attracted substantial interest from both academic...

0 Yue Zhang, et al. ∙

research

∙ 05/22/2023

Non-Autoregressive Document-Level Machine Translation (NA-DMT): Exploring Effective Approaches, Challenges, and Opportunities

Non-autoregressive translation (NAT) models have been extensively invest...

0 Guangsheng Bao, et al. ∙

research

∙ 05/21/2023

Evaluating Open Question Answering Evaluation

This study focuses on the evaluation of Open Question Answering (Open-QA...

0 Cunxiang Wang, et al. ∙

research

∙ 05/20/2023

Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion

Task-incremental continual learning refers to continually training a mod...

0 Yun Luo, et al. ∙

research

∙ 05/20/2023

LogiCoT: Logical Chain-of-Thought Instruction-Tuning Data Collection with GPT-4

Generative Pre-trained Transformer 4 (GPT-4) demonstrates impressive cha...

0 Hanmeng Liu, et al. ∙

research

∙ 05/19/2023

ALT: An Automatic System for Long Tail Scenario Modeling

In this paper, we consider the problem of long tail scenario modeling wi...

0 Ya-Lin Zhang, et al. ∙

research

∙ 05/17/2023

Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models

In this paper, we take the initiative to investigate the performance of ...

0 Hanxu Hu, et al. ∙

research

∙ 05/15/2023

Measuring Consistency in Text-based Financial Forecasting Models

Financial forecasting has been an important and active area of machine l...

0 Linyi Yang, et al. ∙

research

∙ 05/14/2023

Learning to Generalize for Cross-domain QA

There have been growing concerns regarding the out-of-domain generalizat...

0 Yingjie Niu, et al. ∙

research

∙ 05/13/2023

Temporal Consistent Automatic Video Colorization via Semantic Correspondence

Video colorization task has recently attracted wide attention. Recent me...

9 Yu Zhang, et al. ∙

research

∙ 05/12/2023

Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding

Contrastive learning-based methods, such as unsup-SimCSE, have achieved ...

0 Hongliang He, et al. ∙

research

∙ 05/10/2023

Investigating Forgetting in Pre-Trained Representations Through Continual Learning

Representation forgetting refers to the drift of contextualized represen...

0 Yun Luo, et al. ∙

research

∙ 05/10/2023

MDD-Enabled Two-Tier Terahertz Fronthaul in Indoor Industrial Cell-Free Massive MIMO

To make indoor industrial cell-free massive multiple-input multiple-outp...

0 Bohan Li, et al. ∙

research

∙ 05/08/2023

Target-Side Augmentation for Document-Level Machine Translation

Document-level machine translation faces the challenge of data sparsity ...

0 Guangsheng Bao, et al. ∙

research

∙ 05/08/2023

Token-level Fitting Issues of Seq2seq Models

Sequence-to-sequence (seq2seq) models have been widely used for natural ...

0 Guangsheng Bao, et al. ∙

research

∙ 05/03/2023

A Curriculum View of Robust Loss Functions

Robust loss functions are designed to combat the adverse impacts of labe...

0 Zebin Ou, et al. ∙

research

∙ 04/28/2023

Identification and Estimation of Causal Effects Using non-Gaussianity and Auxiliary Covariates

Assessing causal effects in the presence of unmeasured confounding is a ...

0 Kang Shuai, et al. ∙

research

∙ 04/26/2023

Optimizing Energy Efficiency in Metro Systems Under Uncertainty Disturbances Using Reinforcement Learning

In the realm of urban transportation, metro systems serve as crucial and...

0 Haiqin Xie, et al. ∙

research

∙ 04/14/2023

Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble

Multi-organ segmentation, which identifies and separates different organ...

0 Jiahua Dong, et al. ∙

research

∙ 04/13/2023

SPColor: Semantic Prior Guided Exemplar-based Image Colorization

Exemplar-based image colorization aims to colorize a target grayscale im...

0 Siqi Chen, et al. ∙

Yue Zhang

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