Title
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study Fadel M. Megahed Ying-Ju Chen Joshua A. Ferris S. Knoth L. A. Jones‐Farmer 106 125 0 17 Feb 2023
Assisting Human Decisions in Document Matching Joon Sik Kim Valerie Chen Danish Pruthi Nihar B. Shah Ameet Talwalkar 104 5 0 16 Feb 2023
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions Helena Vasconcelos Gagan Bansal Adam Fourney Q. V. Liao Jennifer Wortman Vaughan 97 10 0 14 Feb 2023
Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections Srishti Palani Aakanksha Naik Doug Downey Amy X. Zhang Jonathan Bragg Joseph Chee Chang 63 35 0 13 Feb 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 55 19 0 12 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 222 1,781 0 09 Feb 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Helen Zhou DeLMO 113 180 0 04 Feb 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 92 11 0 03 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 146 466 0 02 Feb 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 141 162 0 31 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 105 107 0 30 Jan 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization Potsawee Manakul Adian Liusie Mark Gales HILM 87 36 0 28 Jan 2023
Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions Christoph Treude 66 18 0 28 Jan 2023
Domain-Agnostic Molecular Generation with Chemical Feedback Yin Fang Ningyu Zhang Zhuo Chen Lingbing Guo Xiaohui Fan Huajun Chen 141 14 0 26 Jan 2023
Opportunities and Challenges in Neural Dialog Tutoring Jakub Macina Nico Daheim Lingzhi Wang Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan 98 29 0 24 Jan 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 94 9 0 21 Jan 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 82 49 0 18 Jan 2023
A Case Study in Engineering a Conversational Programming Assistant's Persona Steven I. Ross Michael J. Muller Fernando Martinez Stephanie Houde Justin D. Weisz 58 6 0 13 Jan 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 73 55 0 11 Jan 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 82 8 0 06 Jan 2023
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 118 269 0 28 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Fajie Yuan Maarten de Rijke Zhaochun Ren 109 67 0 20 Dec 2022
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context Yangruibo Ding Zijian Wang Wasi Uddin Ahmad M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang 84 73 0 20 Dec 2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation Chandra Bhagavatula Jena D. Hwang Doug Downey Ronan Le Bras Ximing Lu Lianhui Qin Keisuke Sakaguchi Swabha Swayamdipta Peter West Yejin Choi 103 34 0 19 Dec 2022
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 227 73 0 16 Dec 2022
Teaching Small Language Models to Reason Lucie Charlotte Magister Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn LRM AI4CE ReLM 239 267 0 16 Dec 2022
Azimuth: Systematic Error Analysis for Text Classification Gabrielle Gauthier Melançon Orlando Marquez Ayala Lindsay D. Brin Chris Tyler Frederic Branchaud-Charron Joseph Marinier Karine Grande Dieu-Thu Le 71 5 0 16 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 102 9 0 15 Dec 2022
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn Y. Gal Sebastian Farquhar 87 41 0 15 Dec 2022
Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs Z. Kraljevic D. Bean Anthony Shek R. Bendayan H. Hemingway ... Alfie Baston Jack Ross Esther Idowu J. Teo Richard J. B. Dobson AI4TS 76 23 0 13 Dec 2022
Thinking Fast and Slow in Large Language Models Thilo Hagendorff Sarah Fabi Michal Kosinski LLMAG LRM 76 160 0 10 Dec 2022
Improved Beam Search for Hallucination Mitigation in Abstractive Summarization A. Sridhar Erik M. Visser HILM 89 14 0 06 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 93 55 0 03 Dec 2022
Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf Anna A. Ivanova Giulia Rambelli Emmanuele Chersoni Jingyuan Selena She Zawad Chowdhury Evelina Fedorenko Alessandro Lenci 124 70 0 02 Dec 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering Matthew Maufe James Ravenscroft Rob Procter Maria Liakata 51 3 0 30 Nov 2022
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen S. Sankaranarayanan Hamid Palangi Yoon Kim Marzyeh Ghassemi KELM 155 177 0 20 Nov 2022
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 101 24 0 15 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 93 25 0 08 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 108 76 0 07 Nov 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 91 4 0 31 Oct 2022
SafeText: A Benchmark for Exploring Physical Safety in Language Models Sharon Levy Emily Allaway Melanie Subbiah Lydia B. Chilton D. Patton Kathleen McKeown William Yang Wang 100 45 0 18 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang 87 14 0 17 Oct 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations Chujie Zheng Jinfeng Zhou Yinhe Zheng Libiao Peng Zhen Guo Wenquan Wu Zhengyu Niu Hua Wu Minlie Huang 56 14 0 16 Oct 2022
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training Wenliang Dai Zihan Liu Ziwei Ji Jane Polak Scowcroft Pascale Fung MLLM VLM 94 67 0 14 Oct 2022
BLAB Reporter: Automated journalism covering the Blue Amazon Yan Sym João Gabriel Moura Campos Fabio Gagliardi Cozman 23 0 0 08 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 75 6 0 04 Oct 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 100 0 0 28 Sep 2022
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 219 146 0 18 Sep 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 171 17 0 16 Sep 2022
Distribution Aware Metrics for Conditional Natural Language Generation David M. Chan Yiming Ni David A. Ross Sudheendra Vijayanarasimhan Austin Myers John F. Canny 79 4 0 15 Sep 2022