Title
Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy? Hao Shen Zihan Li Minqiang Yang Minghui Ni Yongfeng Tao Zhengyang Yu Weihao Zheng Chen Xu Bin Hu AI4MH 60 3 0 25 Jul 2024
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 323 11,894 0 18 Jul 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 80 496 0 04 Apr 2023
Automatic Context Pattern Generation for Entity Set Expansion Hai-Tao Zheng Shulin Huang Xinwei Zhang Qingyu Zhou Yongqian Li Ruiyang Liu Yunbo Cao Haitao Zheng Ying Shen 88 23 0 17 Jul 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 93 97 0 05 May 2022
COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas Chengshi Xu Pijian Li Wei Wang Haoran Yang Siyun Wang Chuangbai Xiao 59 28 0 02 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 65 50 0 21 Apr 2022
Controlling the Focus of Pretrained Language Generation Models Jiabao Ji Yoon Kim James R. Glass Tianxing He 75 5 0 02 Mar 2022
Controllable Natural Language Generation with Contrastive Prefixes Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 67 98 0 27 Feb 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 97 151 0 23 Feb 2022
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 75 16 0 12 Dec 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Ryan Cotterell Roger Wattenhofer 120 93 0 20 Sep 2021
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization Zachary Susskind Bryce Arden L. John Patrick A Stockton E. John NAI 50 41 0 13 Sep 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 100 87 0 15 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 84 34 0 02 Aug 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 46 10 0 27 Jul 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden M. Lake 60 119 0 06 Jul 2021
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data Haoyu Song Yan Wang Kaiyan Zhang Weinan Zhang Ting Liu 57 122 0 11 Jun 2021
On-the-Fly Attention Modulation for Neural Generation Yue Dong Chandra Bhagavatula Ximing Lu Jena D. Hwang Antoine Bosselut Jackie C.K. Cheung Yejin Choi 95 13 0 02 Jan 2021
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou Yu Yan Rujun Han J. H. Caufield Kai-Wei Chang Yizhou Sun Peipei Ping Wei Wang NAI 111 43 0 16 Dec 2020
An Enhanced Knowledge Injection Model for Commonsense Generation Zhihao Fan Yeyun Gong Zhongyu Wei Siyuan Wang Ya-Chieh Huang Jian Jiao Xuanjing Huang Nan Duan Ruofei Zhang 51 28 0 01 Dec 2020
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 85 147 0 24 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 72 85 0 07 Oct 2020
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu Yao Wan Lifang He Hao Peng Philip S. Yu 90 189 0 26 Sep 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 58 114 0 24 Sep 2020
Knowledge Bridging for Empathetic Dialogue Generation Qintong Li Pijian Li Zhaochun Ren Pengjie Ren Zhumin Chen 69 103 0 21 Sep 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 161 2,747 0 05 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 832 42,332 0 28 May 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 69 169 0 11 Apr 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 147 976 0 04 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,559 0 03 Dec 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 189 1,524 0 01 Nov 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 125 1,239 0 11 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 140 186 0 24 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
Dialogue Natural Language Inference Sean Welleck Jason Weston Arthur Szlam Kyunghyun Cho HILM 79 252 0 01 Nov 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 181 1,626 0 13 May 2018
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Matt Post David Vilar 68 316 0 18 Apr 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 118 1,464 0 22 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 79 379 0 24 Apr 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 45 190 0 22 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 203 2,906 0 12 Dec 2016
Guided Open Vocabulary Image Captioning with Constrained Beam Search Peter Anderson Basura Fernando Mark Johnson Stephen Gould 77 237 0 02 Dec 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 106 1,918 0 29 Jul 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 56 614 0 21 Mar 2016
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 108 387 0 17 May 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 295 4,508 0 20 Nov 2014