b'Kenny Q. Zhu'

research

∙ 06/25/2023

Low-Rank Prune-And-Factorize for Language Model Compression

The components underpinning PLMs – large weight matrices – were shown to...

0 Siyu Ren, et al. ∙

research

∙ 05/21/2023

Pruning Pre-trained Language Models with Principled Importance and Self-regularization

Iterative pruning is one of the most effective compression methods for p...

0 Siyu Ren, et al. ∙

research

∙ 05/04/2023

Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation

Controlling chatbot utterance generation with multiple attributes such a...

0 Zhiling Zhang, et al. ∙

research

∙ 03/14/2023

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data

Compared with ample visual-text pre-training research, few works explore...

0 Xuenan Xu, et al. ∙

research

∙ 11/21/2022

In-sample Curriculum Learning by Sequence Completion for Natural Language Generation

Curriculum learning has shown promising improvements in multiple domains...

0 Qi Jia, et al. ∙

research

∙ 10/18/2022

Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions

Abstractive dialogue summarization is to generate a concise and fluent s...

0 Qi Jia, et al. ∙

research

∙ 05/23/2022

Symptom Identification for Interpretable Detection of Multiple Mental Disorders

Mental disease detection (MDD) from social media has suffered from poor ...

0 Zhiling Zhang, et al. ∙

research

∙ 05/21/2022

Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration

Natural Language Inference Generation task is to generate a text hypothe...

0 Kaijian Li, et al. ∙

research

∙ 05/19/2022

Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression

Depression is a prominent health challenge to the world, and early risk ...

0 Zhiling Zhang, et al. ∙

research

∙ 05/12/2022

Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation

News recommendation for anonymous readers is a useful but challenging ta...

0 Shansan Gong, et al. ∙

research

∙ 04/29/2022

Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval

Current text-image approaches (e.g., CLIP) typically adopt dual-encoder ...

0 Siyu Ren, et al. ∙

research

∙ 04/28/2022

Post-Training Dialogue Summarization using Pseudo-Paraphrasing

Previous dialogue summarization techniques adapt large language models p...

0 Qi Jia, et al. ∙

research

∙ 01/25/2022

Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network

Informational bias is widely present in news articles. It refers to prov...

0 Shijia Guo, et al. ∙

research

∙ 10/10/2021

Can Audio Captions Be Evaluated with Image Caption Metrics?

Automated audio captioning aims at generating textual descriptions for a...

0 Zelin Zhou, et al. ∙

research

∙ 10/03/2021

Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging

Audio tagging aims at predicting sound events occurred in a recording. T...

0 Zhiling Zhang, et al. ∙

research

∙ 04/21/2021

Diverse and Specific Clarification Question Generation with Keywords

Product descriptions on e-commerce websites often suffer from missing im...

0 Zhiling Zhang, et al. ∙

research

∙ 02/09/2021

Statistically Profiling Biases in Natural Language Reasoning Datasets and Models

Recent work has indicated that many natural language understanding and r...

0 Shanshan Huang, et al. ∙

research

∙ 12/04/2020

DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues

Interpersonal language style shifting in dialogues is an interesting and...

0 Qi Jia, et al. ∙

research

∙ 10/04/2020

Multi-turn Response Selection using Dialogue Dependency Relations

Multi-turn response selection is a task designed for developing dialogue...

0 Qi Jia, et al. ∙

research

∙ 05/19/2020

Matching Questions and Answers in Dialogues from Online Forums

Matching question-answer relations between two turns in conversations is...

0 Qi Jia, et al. ∙

research

∙ 04/26/2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data

Few-shot relation classification describes a circumstance where a model ...

0 Xiaoqing Geng, et al. ∙

research

∙ 04/24/2020

ST^2: Small-data Text Style Transfer via Multi-task Meta-Learning

Text style transfer aims to paraphrase a sentence in one style into anot...

0 Xiwen Chen, et al. ∙

research

∙ 04/21/2020

Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions

In this paper, we propose a novel configurable framework to automaticall...

0 Siyu Ren, et al. ∙

research

∙ 04/03/2020

Unpack Local Model Interpretation for GBDT

A gradient boosting decision tree (GBDT), which aggregates a collection ...

0 Wenjing Fang, et al. ∙

research

∙ 03/30/2020

AliCoCo: Alibaba E-commerce Cognitive Concept Net

One of the ultimate goals of e-commerce platforms is to satisfy various ...

0 Xusheng Luo, et al. ∙

research

∙ 02/27/2020

Adapted tree boosting for Transfer Learning

Secure online transaction is an essential task for e-commerce platforms....

0 Wenjing Fang, et al. ∙

research

∙ 10/24/2019

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations

Previous work on cross-lingual sequence labeling tasks either requires p...

0 Zuyi Bao, et al. ∙

research

∙ 10/08/2019

Conceptualize and Infer User Needs in E-commerce

Understanding latent user needs beneath shopping behaviors is critical t...

0 Xusheng Luo, et al. ∙

research

∙ 05/17/2019

Exact-K Recommendation via Maximal Clique Optimization

This paper targets to a novel but practical recommendation problem named...

0 Yu Gong, et al. ∙

research

∙ 08/21/2018

Automatic Generation of Text Descriptive Comments for Code Blocks

We propose a framework to automatically generate descriptive comments fo...

0 Yuding Liang, et al. ∙

research

∙ 03/30/2018

Automatic Generation of Chinese Short Product Titles for Mobile Display

This paper studies the problem of automatically extracting a short title...

0 Yu Gong, et al. ∙

research

∙ 03/30/2018

Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant

Slot filling is a critical task in natural language understanding (NLU) ...

0 Yu Gong, et al. ∙

research

∙ 03/02/2018

Representing Verbs as Argument Concepts

Verbs play an important role in the understanding of natural language te...

0 Yu Gong, et al. ∙

research

∙ 11/11/2017

Commonsense LocatedNear Relation Extraction

LocatedNear relation describes two typically co-located objects, which i...

0 Frank F. Xu, et al. ∙

research

∙ 07/07/2017

InferSpark: Statistical Inference at Scale

The Apache Spark stack has enabled fast large-scale data processing. Des...

0 Zhuoyue Zhao, et al. ∙

research

∙ 11/09/2012

LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data

LAGE is a systematic framework developed in Java. The motivation of LAGE...

0 Yang Lu, et al. ∙

Kenny Q. Zhu

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