Title
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks Zejiang Shen Tal August Pao Siangliulue Kyle Lo Jonathan Bragg Jeff Hammerbacher Doug Downey Joseph Chee Chang David Sontag ELM 20 18 0 05 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 27 29 0 02 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 20 8 0 02 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych Edoardo Ponti MoMe 34 30 0 30 Mar 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 35 141 0 28 Mar 2023
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts R. Reddy Daniel Lee Yi R. Fung Khanh Duy Nguyen Qi Zeng Manling Li Ziqi Wang Clare R. Voss Heng Ji 20 6 0 25 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 33 30 0 21 Mar 2023
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints Parker Seegmiller Joseph Gatto Madhusudan Basak Diane J. Cook Hassan Ghasemzadeh John A. Stankovic S. Preum 37 1 0 16 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark Gales HILM LRM 152 396 0 15 Mar 2023
Who's in Charge? Roles and Responsibilities of Decision-Making Components in Conversational Robots Pierre Lison C. Kennington 26 3 0 15 Mar 2023
Exploring AI-Generated Text in Student Writing: How Does AI Help? David James Woo Hengky Susanto Chi Ho 楊志豪 Yeung Kai Guo April Ka Yeng Fung DeLMO 15 11 0 10 Mar 2023
Do large language models resemble humans in language use? Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 81 37 0 10 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 30 42 0 10 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 38 100 0 09 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 98 156 0 07 Mar 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 116 144 0 01 Mar 2023
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation Jing Zhang Xiaokang Zhang Daniel Zhang-Li Jifan Yu Zijun Yao ... Xiaohan Zhang Nianyi Lin Sunrui Lu Juan Li Jie Tang 21 19 0 28 Feb 2023
CARE: Collaborative AI-Assisted Reading Environment Dennis Zyska Nils Dycke Jan Buchmann Ilia Kuznetsov Iryna Gurevych 19 6 0 24 Feb 2023
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness Guido Zuccon Bevan Koopman KELM AI4MH MedIm 14 41 0 23 Feb 2023
ChatGPT (Feb 13 Version) is a Chinese Room M. Ling LRM 16 2 0 19 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study F. Megahed Ying-Ju Chen Joshua A. Ferris S. Knoth L. A. Jones‐Farmer 47 117 0 17 Feb 2023
Assisting Human Decisions in Document Matching Joon Sik Kim Valerie Chen Danish Pruthi Nihar B. Shah Ameet Talwalkar 40 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 38 5 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 24 33 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 30 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 43 1,604 0 09 Feb 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Xia Hu DeLMO 42 169 0 04 Feb 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 26 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 30 409 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 44 143 0 31 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 36 102 0 30 Jan 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization Potsawee Manakul Adian Liusie Mark Gales HILM 13 35 0 28 Jan 2023
Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions Christoph Treude 30 17 0 28 Jan 2023
Domain-Agnostic Molecular Generation with Chemical Feedback Yin Fang Ningyu Zhang Zhuo Chen Lingbing Guo Xiaohui Fan Huajun Chen 36 11 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 24 26 0 24 Jan 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 34 8 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 27 46 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 38 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 28 52 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 25 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 44 246 0 28 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 42 62 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 24 68 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 23 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 41 67 0 16 Dec 2022
Teaching Small Language Models to Reason Lucie Charlotte Magister Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn LRM AI4CE ReLM 42 247 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 16 3 0 16 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn Y. Gal Sebastian Farquhar 43 35 0 15 Dec 2022