b'Zhiyu Chen'

research

∙ 06/06/2023

Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search

Customers interacting with product search engines are increasingly formu...

0 Zhiyu Chen, et al. ∙

research

∙ 05/27/2023

Answering Unanswered Questions through Semantic Reformulations in Spoken QA

Spoken Question Answering (QA) is a key feature of voice assistants, usu...

0 Pedro Faustini, et al. ∙

research

∙ 05/17/2023

Unconfounded Propensity Estimation for Unbiased Ranking

The goal of unbiased learning to rank (ULTR) is to leverage implicit use...

0 Dan Luo, et al. ∙

research

∙ 05/11/2023

SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)

We present the findings of SemEval-2023 Task 2 on Fine-grained Multiling...

0 Besnik Fetahu, et al. ∙

research

∙ 05/02/2023

Multimodal Procedural Planning via Dual Text-Image Prompting

Embodied agents have achieved prominent performance in following human i...

5 Yujie Lu, et al. ∙

research

∙ 10/27/2022

Reinforced Question Rewriting for Conversational Question Answering

Conversational Question Answering (CQA) aims to answer questions contain...

0 Zhiyu Chen, et al. ∙

research

∙ 10/13/2022

Explanations from Large Language Models Make Small Reasoners Better

Integrating free-text explanations to in-context learning of large langu...

12 Shiyang Li, et al. ∙

research

∙ 10/07/2022

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering

With the recent advance in large pre-trained language models, researcher...

0 Zhiyu Chen, et al. ∙

research

∙ 09/18/2022

PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems

Processing-in-memory (PIM), an increasingly studied neuromorphic hardwar...

0 Qing Jin, et al. ∙

research

∙ 07/24/2022

Model-based Unbiased Learning to Rank

Unbiased Learning to Rank (ULTR) that learns to rank documents with bias...

0 Dan Luo, et al. ∙

research

∙ 05/11/2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue

Existing studies in dialogue system research mostly treat task-oriented ...

8 Zhiyu Chen, et al. ∙

research

∙ 03/27/2022

StruBERT: Structure-aware BERT for Table Search and Matching

A large amount of information is stored in data tables. Users can search...

0 Mohamed Trabelsi, et al. ∙

research

∙ 02/10/2022

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Neural network quantization is a promising compression technique to redu...

0 Qing Jin, et al. ∙

research

∙ 12/01/2021

CAMA: Energy and Memory Efficient Automata Processing in Content-Addressable Memories

Accelerating finite automata processing is critical for advancing real-t...

0 Yi Huang, et al. ∙

research

∙ 09/01/2021

FinQA: A Dataset of Numerical Reasoning over Financial Data

The sheer volume of financial statements makes it difficult for humans t...

0 Zhiyu Chen, et al. ∙

research

∙ 08/21/2021

Programmable FPGA-based Memory Controller

Even with generational improvements in DRAM technology, memory access la...

0 Sasindu Wijeratne, et al. ∙

research

∙ 07/06/2021

CAP-RAM: A Charge-Domain In-Memory Computing 6T-SRAM for Accurate and Precision-Programmable CNN Inference

A compact, accurate, and bitwidth-programmable in-memory computing (IMC)...

5 Zhiyu Chen, et al. ∙

research

∙ 06/22/2021

Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net

Transmission electron microscopy (TEM) is one of the primary tools to sh...

0 Youshan Zhang, et al. ∙

research

∙ 05/19/2021

Local Aggressive Adversarial Attacks on 3D Point Cloud

Deep neural networks are found to be prone to adversarial examples which...

12 Yiming Sun, et al. ∙

research

∙ 05/05/2021

WTR: A Test Collection for Web Table Retrieval

We describe the development, characteristics and availability of a test ...

0 Zhiyu Chen, et al. ∙

research

∙ 03/12/2021

Inductive Relation Prediction by BERT

Relation prediction in knowledge graphs is dominated by embedding based ...

0 Hanwen Zha, et al. ∙

research

∙ 02/23/2021

Neural Ranking Models for Document Retrieval

Ranking models are the main components of information retrieval systems....

42 Mohamed Trabelsi, et al. ∙

research

∙ 10/24/2020

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions

Existing conversational systems are mostly agent-centric, which assumes ...

8 Zhiyu Chen, et al. ∙

research

∙ 07/05/2020

Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification

Extreme multi-label text classification (XMTC) is a task for tagging a g...

24 Hui Ye, et al. ∙

research

∙ 05/19/2020

Table Search Using a Deep Contextualized Language Model

Pretrained contextualized language models such as BERT have achieved imp...

0 Zhiyu Chen, et al. ∙

research

∙ 04/30/2020

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Previous works on Natural Language Generation (NLG) from structured data...

0 Zhiyu Chen, et al. ∙

research

∙ 04/22/2020

Logical Natural Language Generation from Open-Domain Tables

Neural natural language generation (NLG) models have recently shown rema...

3 Wenhu Chen, et al. ∙

research

∙ 04/15/2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Existing question answering datasets focus on dealing with homogeneous i...

1 Wenhu Chen, et al. ∙

research

∙ 02/14/2020

HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing

Computation-intensive pretrained models have been taking the lead of man...

0 Xiyou Zhou, et al. ∙

research

∙ 01/27/2020

Leveraging Schema Labels to Enhance Dataset Search

A search engine's ability to retrieve desirable datasets is important fo...

0 Zhiyu Chen, et al. ∙

research

∙ 06/03/2019

Global Textual Relation Embedding for Relational Understanding

Pre-trained embeddings such as word embeddings and sentence embeddings a...

0 Zhiyu Chen, et al. ∙

research

∙ 04/21/2019

Few-shot NLG with Pre-trained Language Model

Natural language generation (NLG) from structured data or knowledge is e...

0 Zhiyu Chen, et al. ∙

research

∙ 02/27/2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

With the rapid development in deep learning, deep neural networks have b...

0 Wenhu Chen, et al. ∙

research

∙ 09/17/2018

Mask Editor : an Image Annotation Tool for Image Segmentation Tasks

Deep convolutional neural network (DCNN) is the state-of-the-art method ...

14 Chuanhai Zhang, et al. ∙

Zhiyu Chen

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