Title
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning Kyuyong Shin Hanock Kwak Wonjae Kim Jisu Jeong Seungjae Jung KyungHyun Kim Jung-Woo Ha Sang-Woo Lee 84 4 0 07 Dec 2022
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GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 87 159 0 29 Nov 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking Binzong Geng Fajie Yuan Qiancheng Xu Ying Shen Ruifeng Xu Min Yang CLL 70 36 0 17 Jul 2021
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Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 65 59 0 10 Jun 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 120 448 0 18 Apr 2021
Grounding Open-Domain Instructions to Automate Web Support Tasks N. Xu Sam Masling Michael Du Giovanni Campagna Larry Heck James A. Landay M. Lam LLMAG AI4TS 54 44 0 30 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 972 29,810 0 26 Feb 2021
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 71 125 0 27 Oct 2020
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 217 160 0 24 Sep 2020
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation Giovanni Campagna Sina J. Semnani Ryan Kearns L. Sato Silei Xu M. Lam 34 11 0 16 Sep 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 880 42,379 0 28 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 96 529 0 02 May 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 121 196 0 10 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 104 260 0 09 Nov 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 76 614 0 12 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 74 80 0 02 Sep 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 86 437 0 21 May 2019
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands Giovanni Campagna Silei Xu M. Moradshahi R. Socher M. Lam 34 70 0 18 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 120 327 0 05 Apr 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 184 1,324 0 29 Sep 2018
Deal or No Deal? End-to-End Learning for Negotiation Dialogues M. Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra LLMAG 101 415 0 16 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 89 420 0 15 May 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 148 271 0 31 Mar 2017
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 112 3,150 0 21 Jul 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 531 62,377 0 04 Jun 2015