Title
Learning Latent Representations to Influence Multi-Agent Interaction Annie Xie Dylan P. Losey R. Tolsma Chelsea Finn Dorsa Sadigh DRL 148 132 0 12 Nov 2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9 Chulaka Gunasekara Seokhwan Kim L. F. D’Haro Abhinav Rastogi Yun-Nung Chen ... A. Geramifard Satwik Kottur Seungwhan Moon Shivani Poddar R. Subba 90 75 0 12 Nov 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 62 233 0 14 Oct 2020
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems Jan Deriu Don Tuggener Pius von Daniken Jon Ander Campos Álvaro Rodrigo Thiziri Belkacem Aitor Soroa Etxabe Eneko Agirre Mark Cieliebak 31 36 0 05 Oct 2020
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation Nader Akoury Shufan Wang Josh Whiting Stephen Hood Nanyun Peng Mohit Iyyer VGen 53 88 0 04 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 133 1,191 0 24 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika D. Song Jacob Steinhardt ELM RALM 157 4,377 0 07 Sep 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 218 2,124 0 02 Sep 2020
Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations Ashwin Paranjape A. See Kathleen Kenealy Haojun Li Amelia Hardy Peng Qi Kaushik Ram Sadagopan Nguyet Minh Phu Dilara Soylu Christopher D. Manning 56 42 0 27 Aug 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 90 710 0 24 Jul 2020
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance Gagan Bansal Tongshuang Wu Joyce Zhou Raymond Fok Besmira Nushi Ece Kamar Marco Tulio Ribeiro Daniel S. Weld 70 591 0 26 Jun 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 678 41,736 0 28 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 83 392 0 07 May 2020
Shared Autonomy with Learned Latent Actions Hong Jun Jeon Dylan P. Losey Dorsa Sadigh 55 79 0 07 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 77 1,031 0 02 May 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 53 97 0 30 Apr 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 115 1,006 0 28 Apr 2020
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? Alon Jacovi Yoav Goldberg XAI 100 596 0 07 Apr 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 94 174 0 02 Feb 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 249 2,044 0 18 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 217 10,792 0 29 Oct 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 452 1,717 0 18 Sep 2019
Toward Automated Quest Generation in Text-Adventure Games Prithviraj Ammanabrolu William Broniec Alex Mueller Jeremy Paul Mark O. Riedl 38 29 0 13 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 72 107 0 03 Sep 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Zhiwen Chen Timothy Sohn Yonghui Wu 43 205 0 17 May 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 82 315 0 13 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 52 281 0 10 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 240 2,307 0 02 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 170 3,160 0 22 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 63 223 0 04 Apr 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 68 207 0 07 Mar 2019
The State of Speech in HCI: Trends, Themes and Challenges L. Clark Philip R. Doyle Diego Garaialde E. Gilmartin Stephan Schlögl Jens Edlund M. Aylett João P. Cabral Cosmin Munteanu Benjamin R. Cowan 52 207 0 16 Oct 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 117 1,671 0 27 Aug 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 84 555 0 30 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 944 7,141 0 20 Apr 2018
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 95 371 0 13 Nov 2017
Evaluating Visual Conversational Agents via Cooperative Human-AI Games Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh 51 79 0 17 Aug 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 195 2,636 0 09 May 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 135 2,721 0 28 Nov 2016
Learning to reinforcement learn Jane X. Wang Z. Kurth-Nelson Dhruva Tirumala Hubert Soyer Joel Z Leibo Rémi Munos Charles Blundell D. Kumaran M. Botvinick OffRL 97 977 0 17 Nov 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 272 2,844 0 26 Sep 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 239 8,113 0 16 Jun 2016
Cooperative Inverse Reinforcement Learning Dylan Hadfield-Menell Anca Dragan Pieter Abbeel Stuart J. Russell 65 645 0 09 Jun 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 100 1,294 0 25 Mar 2016
Dr.Fill: Crosswords and an Implemented Solver for Singly Weighted CSPs M. Ginsberg 54 29 0 18 Jan 2014
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 159 1,103 0 11 Dec 2013