Liu Yang

Affiliations:
  • University of Massachusetts Amherst, College of Information and Computer Sciences, MA, USA


According to our database1, Liu Yang authored at least 42 papers between 2013 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2021
Privacy-Adaptive BERT for Natural Language Understanding.
CoRR, 2021

Passage Retrieval for Outside-Knowledge Visual Question Answering.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Weakly-Supervised Open-Retrieval Conversational Question Answering.
Proceedings of the Advances in Information Retrieval, 2021

Natural Language Understanding with Privacy-Preserving BERT.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
A Deep Look into neural ranking models for information retrieval.
Inf. Process. Manag., 2020

Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations.
CoRR, 2020

DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling.
CoRR, 2020

Match<sup>2</sup>: A Matching over Matching Model for Similar Question Identification.
CoRR, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching.
CoRR, 2020

IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Match²: A Matching over Matching Model for Similar Question Identification.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Open-Retrieval Conversational Question Answering.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

DiPair: Fast and Accurate Distillation for Trillion-ScaleText Matching and Pair Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

BERT with History Answer Embedding for Conversational Question Answering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Sentence Retrieval for Entity List Extraction with a Seed, Context, and Topic.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Attentive History Selection for Conversational Question Answering.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Hybrid Retrieval-Generation Neural Conversation Model.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

User Intent Prediction in Information-seeking Conversations.
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Answer Interaction in Non-factoid Question Answering Systems.
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce.
CoRR, 2018

Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Analyzing and Characterizing User Intent in Information-seeking Conversations.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Towards Conversational Search and Recommendation: System Ask, User Respond.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation.
CoRR, 2017

Characterizing and Predicting Enterprise Email Reply Behavior.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016
Improving Language Estimation with the Paragraph Vector Model for Ad-hoc Retrieval.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Analysis of the Paragraph Vector Model for Information Retrieval.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Modeling User Interests for Zero-Query Ranking.
Proceedings of the Advances in Information Retrieval, 2016

Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2014
An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Generating Supplementary Travel Guides from Social Media.
Proceedings of the COLING 2014, 2014

2013
Predicting User's Political Party Using Ideological Stances.
Proceedings of the Social Informatics - 5th International Conference, 2013

Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

CQArank: jointly model topics and expertise in community question answering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling interaction features for debate side clustering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013


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