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05/25/2023
ConvGQR: Generative Query Reformulation for Conversational Search
In conversational search, the user's real search intent for the current ...
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05/19/2023
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
Large language models (LLMs), such as ChatGPT, are prone to generate hal...
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05/18/2023
The Web Can Be Your Oyster for Improving Large Language Models
Large language models (LLMs) encode a large amount of world knowledge. H...
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05/10/2023
Word Grounded Graph Convolutional Network
Graph Convolutional Networks (GCNs) have shown strong performance in lea...
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04/25/2023
RenderDiffusion: Text Generation as Image Generation
Diffusion models have become a new generative paradigm for text generati...
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04/10/2023
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus
In this paper, we introduce a new NLP task – generating short factual ar...
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01/11/2023
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval
Conversational search is a difficult task as it aims at retrieving docum...
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12/26/2022
TextBox 2.0: A Text Generation Library with Pre-trained Language Models
To facilitate research on text generation, this paper presents a compreh...
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11/24/2022
Tapping the Potential of Coherence and Syntactic Features in Neural Models for Automatic Essay Scoring
In the prompt-specific holistic score prediction task for Automatic Essa...
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10/24/2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
We study the text generation task under the approach of pre-trained lang...
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08/22/2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking
Contextual information in search sessions is important for capturing use...
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07/05/2022
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN
Beyond topical relevance, passage ranking for open-domain factoid questi...
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07/04/2022
A Customised Text Privatisation Mechanism with Differential Privacy
In Natural Language Understanding (NLU) applications, training an effect...
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06/25/2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
Expressive speech synthesis, like audiobook synthesis, is still challeng...
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05/03/2022
Learning to Transfer Prompts for Text Generation
Pretrained language models (PLMs) have made remarkable progress in text ...
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01/14/2022
A Survey of Pretrained Language Models Based Text Generation
Text Generation aims to produce plausible and readable text in human lan...
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08/24/2021
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking
Context information in search sessions has proven to be useful for captu...
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07/18/2021
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
A proactive dialogue system has the ability to proactively lead the conv...
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07/09/2021
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment
Deep learning models for automatic readability assessment generally disc...
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06/28/2021
The DELICES project: Indexing scientific literature through semantic expansion
Scientific digital libraries play a critical role in the development and...
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03/25/2021
BERT4SO: Neural Sentence Ordering by Fine-tuning BERT
Sentence ordering aims to arrange the sentences of a given text in the c...
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01/27/2021
Neural Sentence Ordering Based on Constraint Graphs
Sentence ordering aims at arranging a list of sentences in the correct o...
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01/21/2021
Content Selection Network for Document-grounded Retrieval-based Chatbots
Grounding human-machine conversation in a document is an effective way t...
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10/26/2020
Meta-Learning for Neural Relation Classification with Distant Supervision
Distant supervision provides a means to create a large number of weakly ...
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10/24/2020
Multi-Domain Dialogue State Tracking – A Purely Transformer-Based Generative Approach
We investigate the problem of multi-domain Dialogue State Tracking (DST)...
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10/24/2020
Open-Domain Dialogue Generation Based on Pre-trained Language Models
Pre-trained language models have been successfully used in response gene...
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10/21/2020
Generalized Conditioned Dialogue Generation Based on Pre-trained Language Model
We investigate the general problem of conditioned dialogue, in which a c...
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10/21/2020
Multi-Domain Dialogue State Tracking based on State Graph
We investigate the problem of multi-domain Dialogue State Tracking (DST)...
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05/20/2020
ScriptWriter: Narrative-Guided Script Generation
It is appealing to have a system that generates a story or scripts autom...
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04/12/2020
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification
Much progress has been made recently on text classification with methods...
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08/20/2019
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention
Search results personalization has become an effective way to improve th...
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05/19/2019
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases
Keyphrase extraction from documents is useful to a variety of applicatio...
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02/26/2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
We study the problem of learning representations of entities and relatio...
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02/12/2019
A Long-Short Demands-Aware Model for Next-Item Recommendation
Recommending the right products is the central problem in recommender sy...
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08/09/2018
Image Inspired Poetry Generation in XiaoIce
Vision is a common source of inspiration for poetry. The objects and the...
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07/08/2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion
Users may strive to formulate an adequate textual query for their inform...
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06/22/2015
