Title
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 236 101 0 30 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 245 1 0 26 Jan 2024
OCTO+: A Suite for Automatic Open-Vocabulary Object Placement in Mixed Reality Aditya Sharma Luke Yoffe Tobias Höllerer 118 13 0 17 Jan 2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMsInternational Conference on Learning Analytics and Knowledge (LAK), 2024 Changrong Xiao Wenxing Ma Qingping Song Sean Xin Xu Kunpeng Zhang Yufang Wang Qi Fu AI4Ed 181 54 0 12 Jan 2024
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4 Sondos Mahmoud Bsharat Aidar Myrzakhan Zhiqiang Shen ALM LRM 202 100 0 26 Dec 2023
AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining Boshko Koloski Nada Lavrac B. Cestnik Senja Pollak Blaž Škrlj Andrej Kastrin 132 9 0 25 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 265 213 0 10 Dec 2023
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language ModelsBigData Congress [Services Society] (BSS), 2023 Reza Yousefi Maragheh Chenhao Fang Charan Chand Irugu Parth Parikh Jason H. D. Cho ... Saranyan Sukumar Malay Patel Evren Körpeoglu Sushant Kumar Kannan Achan 202 17 0 01 Dec 2023
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception Chaitanya Malaviya Subin Lee Dan Roth Mark Yatskar 219 2 0 16 Nov 2023
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts Chenghao Yang Tuhin Chakrabarty K. Hochstatter M. Slavin N. El-Bassel Smaranda Muresan 247 4 0 15 Nov 2023
Do large language models and humans have similar behaviors in causal inference with script knowledge? Xudong Hong Margarita Ryzhova Daniel Adrian Biondi Ram Sarkar 188 6 0 13 Nov 2023
How are Prompts Different in Terms of Sensitivity?North American Chapter of the Association for Computational Linguistics (NAACL), 2023 Sheng Lu Hendrik Schuff Iryna Gurevych 258 26 0 13 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 200 9 0 13 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 207 21 0 13 Nov 2023
Large Language Models are In-context Teachers for Knowledge ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 137 2 0 12 Nov 2023
Knowledge-Augmented Large Language Models for Personalized Contextual Query SuggestionThe Web Conference (WWW), 2023 Jinheon Baek N. Chandrasekaran Silviu Cucerzan Allen Herring S. Jauhar RALM KELM 220 58 0 10 Nov 2023
The language of prompting: What linguistic properties make a prompt successful?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Alina Leidinger R. Rooij Ekaterina Shutova 209 62 0 03 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 246 43 0 01 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Shafiq Joty Yingbo Zhou Semih Yavuz LRM 175 10 0 31 Oct 2023
Making Large Language Models Better Data CreatorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Dong-Ho Lee Jay Pujara Mohit Sewak Ryen W. White S. Jauhar ALM SyDa 137 37 0 31 Oct 2023
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 193 14 0 29 Oct 2023
1-PAGER: One Pass Answer Generation and Evidence RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Palak Jain Livio Baldini Soares Tom Kwiatkowski RALM 140 8 0 25 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 193 5 0 23 Oct 2023
Ecologically Valid Explanations for Label Variation in NLI Nan-Jiang Jiang Chenhao Tan M. Marneffe FAtt 190 11 0 20 Oct 2023
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Anirudh Som Karan Sikka Helen Gent Ajay Divakaran A. Kathol D. Vergyri 216 6 0 16 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 236 29 0 13 Oct 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Arth Bohra Govert Verkes Artem Harutyunyan Pascal Weinberger Giovanni Campagna 153 7 0 09 Oct 2023
Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? Madeline Endres Sarah Fakhoury Saikat Chakraborty Shuvendu K. Lahiri 174 50 0 03 Oct 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen Eng Siong Chng 155 59 0 27 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and FutureAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 411 215 0 27 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning?International Conference on Learning Representations (ICLR), 2023 Rui Li Guoyin Wang Jiwei Li LRM 247 15 0 26 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM InterfacesInternational Conference on Human Factors in Computing Systems (CHI), 2023 Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 212 92 0 25 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 375 15 0 15 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationNature Network Boston (NNB), 2023 Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 798 540 0 14 Sep 2023
Hypothesis Search: Inductive Reasoning with Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 322 149 0 11 Sep 2023
Are Emergent Abilities in Large Language Models just In-Context Learning?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 367 128 0 04 Sep 2023
Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang D. Yin Jundong Li LRM 371 678 0 02 Sep 2023
GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach Lang Cao LRM 269 17 0 18 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and VerificationIEEE Symposium on Security and Privacy (IEEE S&P), 2023 Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 314 40 0 05 Aug 2023
Toward Zero-Shot Instruction FollowingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Renze Lou Wenpeng Yin 188 2 0 04 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and OpportunitiesWorld wide web (Bussum) (WWWB), 2023 Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 218 231 0 31 Jul 2023
Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions Skyler Wu Eric Meng Shen Charumathi Badrinath Jiaqi Ma Himabindu Lakkaraju LRM 189 37 0 25 Jul 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and VerificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sha Li Ruining Zhao Pengfei Yu Heng Ji Chris Callison-Burch Jiawei Han 274 36 0 05 Jul 2023
Differentiable Instruction Optimization for Cross-Task GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Masaru Isonuma Junichiro Mori Ichiro Sakata 162 0 0 16 Jun 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergenceNeural Information Processing Systems (NeurIPS), 2023 Siva K. Swaminathan Antoine Dedieu Rajkumar Vasudeva Raju Murray Shanahan Miguel Lazaro-Gredilla Dileep George 195 20 0 16 Jun 2023
Can Language Models Teach Weaker Agents? Teacher Explanations Improve Students via Personalization Swarnadeep Saha Peter Hase Mohit Bansal LRM 170 16 0 15 Jun 2023
FLamE: Few-shot Learning from Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 233 13 0 13 Jun 2023
Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT and GPT-4 for Mining Insights at Scale Jonas Oppenlaender Joonas Hamalainen 309 7 0 08 Jun 2023
Deductive Verification of Chain-of-Thought ReasoningNeural Information Processing Systems (NeurIPS), 2023 Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 346 190 0 06 Jun 2023
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning Yingcong Li Kartik K. Sreenivasan Angeliki Giannou Dimitris Papailiopoulos Samet Oymak LRM 187 21 0 30 May 2023