A Survey on Conversational Search and Applications in Biomedicine

28 November 2022

Naga Sai Krishna Adatrao

Gowtham Reddy Gadireddy

Jiho Noh

MedIm

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Papers citing "A Survey on Conversational Search and Applications in Biomedicine"

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Title
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,576 0 28 Jan 2022
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs Manas Gaur Kalpa Gunaratna Vijay Srinivasan Hongxia Jin RALM 62 53 0 13 Dec 2021
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network Jialun Wu Yang Liu Zeyu Gao Tieliang Gong Chunbao Wang Chen Li 46 16 0 26 Oct 2021
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Zaiqiao Meng Fangyu Liu Ehsan Shareghi Yixuan Su Charlotte Collins Nigel Collier 72 28 0 15 Oct 2021
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 172 107 0 15 Sep 2021
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 85 27 0 10 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 579 4,077 0 18 Apr 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 67 8 0 21 Feb 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 97 103 0 10 Feb 2021
Improved Biomedical Word Embeddings in the Transformer Era Jiho Noh Ramakanth Kavuluru MedIm 133 16 0 22 Dec 2020
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 249 2,147 0 02 Sep 2020
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Bin Fu Yunqi Qiu Chengguang Tang Yang Li Haiyang Yu Jian Sun 226 95 0 26 Jul 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 84 324 0 08 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 820 42,055 0 28 May 2020
Towards Conversational Recommendation over Multi-Type Dialogs Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che Ting Liu 58 204 0 08 May 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 70 221 0 06 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 81 1,035 0 02 May 2020
Question Rewriting for Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 65 179 0 30 Apr 2020
A Survey on Conversational Recommender Systems Dietmar Jannach A. Manzoor Wanling Cai Li Chen 50 418 0 01 Apr 2020
TREC CAsT 2019: The Conversational Assistance Track Overview Jeffrey Stephen Dalton Chenyan Xiong Jamie Callan 56 130 0 30 Mar 2020
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset Gustavo Penha Alex Bălan C. Hauff 63 54 0 10 Dec 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang 118 81 0 11 Oct 2019
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum 46 95 0 08 Oct 2019
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues Xintong Yu Hongming Zhang Yangqiu Song Yan Song Changshui Zhang 37 28 0 01 Sep 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 114 416 0 17 Apr 2019
Contextual Compositionality Detection with External Knowledge Bases andWord Embeddings Dongsheng Wang Qiuchi Li Lucas Chaves Lima J. Simonsen Christina Lioma CoGe 23 5 0 20 Mar 2019
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks Chanwoo Jeong Sion Jang Hyuna Shin Eunjeong Lucy Park Sungchul Choi 3DV GNN 53 160 0 15 Mar 2019
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation Pushpendre Rastogi Arpit Gupta Tongfei Chen Lambert Mathias LRM 63 45 0 12 Mar 2019
User Intent Prediction in Information-seeking Conversations Chen Qu Liu Yang W. Bruce Croft Yongfeng Zhang Johanne R. Trippas Minghui Qiu 49 94 0 11 Jan 2019
A Knowledge-Grounded Multimodal Search-Based Conversational Agent Shubham Agarwal Ondrej Dusek Ioannis Konstas Verena Rieser 54 22 0 20 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 81 878 0 30 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 716 132,199 0 12 Jun 2017
Semantic Refinement GRU-based Neural Language Generation for Spoken Dialogue Systems Van-Khanh Tran Le-Minh Nguyen 72 20 0 01 Jun 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 118 2,018 0 31 Mar 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 105 820 0 29 Mar 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking Tsung-Hsien Wen Milica Gasic Dongho Kim N. Mrksic Pei-hao Su David Vandyke S. Young 74 187 0 07 Aug 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 101 951 0 07 Aug 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 65 183 0 23 Jun 2015