b'Fei Huang'

research

∙ 09/14/2023

VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue

Visually-grounded dialog systems, which integrate multiple modes of comm...

0 Yunshui Li, et al. ∙

research

∙ 09/04/2023

Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking

Chinese geographic re-ranking task aims to find the most relevant addres...

0 Yong Cao, et al. ∙

research

∙ 09/02/2023

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Large language models (LLMs) have recently demonstrated remarkable capab...

0 Chenliang Li, et al. ∙

research

∙ 08/22/2023

Four years of multi-modal odometry and mapping on the rail vehicles

Precise, seamless, and efficient train localization as well as long-term...

0 Yusheng Wang, et al. ∙

research

∙ 08/21/2023

SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding

Large language models (LLMs) have shown impressive ability for open-doma...

0 Tianyu Yu, et al. ∙

research

∙ 08/14/2023

EcomGPT: Instruction-tuning Large Language Model with Chain-of-Task Tasks for E-commerce

Recently, instruction-following Large Language Models (LLMs) , represent...

0 Yangning Li, et al. ∙

research

∙ 08/10/2023

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

Training large language models (LLMs) with open-domain instruction data ...

0 Yingxiu Zhao, et al. ∙

research

∙ 08/07/2023

COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment

Vision-Language Pre-training (VLP) methods based on object detection enj...

0 Chaoya Jiang, et al. ∙

research

∙ 08/03/2023

Wider and Deeper LLM Networks are Fairer LLM Evaluators

Measuring the quality of responses generated by LLMs is a challenging ta...

0 Xinghua Zhang, et al. ∙

research

∙ 07/19/2023

CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility

With the rapid evolution of large language models (LLMs), there is a gro...

0 Guohai Xu, et al. ∙

research

∙ 07/17/2023

BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization

Vision Transformer (ViT) based Vision-Language Pre-training (VLP) models...

0 Chaoya Jiang, et al. ∙

research

∙ 07/12/2023

PolyLM: An Open Source Polyglot Large Language Model

Large language models (LLMs) demonstrate remarkable ability to comprehen...

0 Xiangpeng Wei, et al. ∙

research

∙ 07/04/2023

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Document understanding refers to automatically extract, analyze and comp...

0 Jiabo Ye, et al. ∙

research

∙ 06/30/2023

Preference Ranking Optimization for Human Alignment

Large language models (LLMs) often contain misleading content, emphasizi...

0 Feifan Song, et al. ∙

research

∙ 06/29/2023

Unified Language Representation for Question Answering over Text, Tables, and Images

When trying to answer complex questions, people often rely on multiple s...

0 Bowen Yu, et al. ∙

research

∙ 06/24/2023

DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins

Advances in deep generative models shed light on de novo molecule genera...

0 Lei Huang, et al. ∙

research

∙ 06/21/2023

Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking

Entity Linking (EL) is a fundamental task for Information Extraction and...

0 Yinghui Li, et al. ∙

research

∙ 06/07/2023

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks

To promote the development of Vision-Language Pre-training (VLP) and mul...

0 Haiyang Xu, et al. ∙

research

∙ 05/26/2023

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark

Existing multimodal task-oriented dialog data fails to demonstrate the d...

0 Yuxing Long, 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

∙ 05/24/2023

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts

Perceiving multi-modal information and fulfilling dialogues with humans ...

0 Yunshui Li, et al. ∙

research

∙ 05/22/2023

Iterative Forward Tuning Boosts In-context Learning in Language Models

Large language models (LLMs) have exhibited an emergent in-context learn...

0 Jiaxi Yang, et al. ∙

research

∙ 05/19/2023

Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment

Recently, speech-text pre-training methods have shown remarkable success...

0 Tianshu Yu, et al. ∙

research

∙ 05/18/2023

Causal Document-Grounded Dialogue Pre-training

The goal of document-grounded dialogue (DocGD) is to generate a response...

3 Yingxiu Zhao, et al. ∙

research

∙ 05/15/2023

Knowledge Rumination for Pre-trained Language Models

Previous studies have revealed that vanilla pre-trained language models ...

0 Yunzhi Yao, et al. ∙

research

∙ 05/14/2023

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering

Existing knowledge-enhanced methods have achieved remarkable results in ...

0 Qianglong Chen, et al. ∙

research

∙ 05/11/2023

Long-Tailed Question Answering in an Open World

Real-world data often have an open long-tailed distribution, and buildin...

0 Yi Dai, et al. ∙

research

∙ 05/11/2023

Domain Incremental Lifelong Learning in an Open World

Lifelong learning (LL) is an important ability for NLP models to learn n...

0 Yi Dai, et al. ∙

research

∙ 05/11/2023

GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark

With a fast developing pace of geographic applications, automatable and ...

0 Dongyang Li, et al. ∙

research

∙ 05/08/2023

Vision Langauge Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation

Cross-modal contrastive learning in vision language pretraining (VLP) fa...

0 Chaoya Jiang, et al. ∙

research

∙ 05/05/2023

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition

The MultiCoNER 2 shared task aims to tackle multilingual named entity re...

0 Zeqi Tan, et al. ∙

research

∙ 05/05/2023

Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts

Out-of-Domain (OOD) intent detection is vital for practical dialogue sys...

0 Hao Lang, et al. ∙

research

∙ 05/05/2023

A Survey on Out-of-Distribution Detection in NLP

Out-of-distribution (OOD) detection is essential for the reliable and sa...

0 Hao Lang, et al. ∙

research

∙ 05/03/2023

Transforming Visual Scene Graphs to Image Captions

We propose to Transform Scene Graphs (TSG) into more descriptive caption...

0 Xu Yang, et al. ∙

research

∙ 04/27/2023

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Large language models (LLMs) have demonstrated impressive zero-shot abil...

0 Qinghao Ye, et al. ∙

research

∙ 04/24/2023

Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation

Non-AutoRegressive (NAR) text generation models have drawn much attentio...

0 Fei Huang, et al. ∙

research

∙ 04/17/2023

VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning

Recent studies have demonstrated the potential of cross-lingual transfer...

0 Zhen-Ru Zhang, et al. ∙

research

∙ 04/16/2023

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human

In this paper, we present ChatPLUG, a Chinese open-domain dialogue syste...

0 Junfeng Tian, et al. ∙

research

∙ 04/14/2023

API-Bank: A Benchmark for Tool-Augmented LLMs

Recent research has shown that Large Language Models (LLMs) can utilize ...

0 Minghao Li, et al. ∙

research

∙ 04/11/2023

RRHF: Rank Responses to Align Language Models with Human Feedback without tears

Reinforcement Learning from Human Feedback (RLHF) facilitates the alignm...

0 Zheng Yuan, et al. ∙

research

∙ 03/18/2023

Revisiting Automatic Question Summarization Evaluation in the Biomedical Domain

Automatic evaluation metrics have been facilitating the rapid developmen...

0 Hongyi Yuan, et al. ∙

research

∙ 03/01/2023

RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training

Vision-and-language multi-modal pretraining and fine-tuning have shown g...

0 Zheng Yuan, et al. ∙

research

∙ 02/02/2023

Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling

Molecular dynamic simulations are important in computational physics, ch...

0 Zheng Yuan, et al. ∙

research

∙ 02/01/2023

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

Recent years have witnessed a big convergence of language, vision, and m...

0 Haiyang Xu, et al. ∙

research

∙ 01/31/2023

Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning

Table-based reasoning has shown remarkable progress in combining deep mo...

0 Yunhu Ye, et al. ∙

research

∙ 01/25/2023

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER

Cross-domain NER is a challenging task to address the low-resource probl...

0 Xiang Chen, et al. ∙

research

∙ 01/11/2023

A Multi-Modal Geographic Pre-Training Method

As a core task in location-based services (LBS) (e.g., navigation maps),...

0 Ruixue Ding, et al. ∙

research

∙ 01/05/2023

Adaptively Clustering Neighbor Elements for Image Captioning

We design a novel global-local Transformer named Ada-ClustFormer (ACF) t...

0 Zihua Wang, et al. ∙

research

∙ 01/05/2023

Learning Trajectory-Word Alignments for Video-Language Tasks

Aligning objects with words plays a critical role in Image-Language BERT...

0 Xu Yang, et al. ∙

research

∙ 12/30/2022

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training

Video-language pre-training has advanced the performance of various down...

0 Qinghao Ye, et al. ∙

Fei Huang

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