Can language models learn from explanations in context?

5 April 2022

Michael Henry Tessler

Papers citing "Can language models learn from explanations in context?"

50 / 216 papers shown

Title
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models Ying-Chun Lin Jennifer Neville Jack W. Stokes Longqi Yang Tara Safavi ... Xia Song Georg Buscher Saurabh Tiwary Brent J. Hecht J. Teevan ELM 66 7 0 19 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 47 108 0 14 Mar 2024
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models Subash Neupane Shaswata Mitra Sudip Mittal Noorbakhsh Amiri Golilarz Shahram Rahimi Amin Amirlatifi 60 3 0 13 Mar 2024
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment Congzhi Zhang Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu CML AI4CE LRM 44 15 0 05 Mar 2024
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning Subhabrata Dutta Joykirat Singh Soumen Chakrabarti Tanmoy Chakraborty LRM 30 23 0 28 Feb 2024
CogBench: a large language model walks into a psychology lab Julian Coda-Forno Marcel Binz Jane X. Wang Eric Schulz ELM ALM LLMAG LM&MA 67 33 0 28 Feb 2024
Content-Centric Prototyping of Generative AI Applications: Emerging Approaches and Challenges in Collaborative Software Teams Hari Subramonyam Divy Thakkar Jurgen Dieber Anoop Sinha 36 1 0 27 Feb 2024
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) Alessio Miaschi F. Dell’Orletta Giulia Venturi 34 0 0 27 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 36 1 0 24 Feb 2024
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems Zhiyuan Li Hong Liu Denny Zhou Tengyu Ma LRM AI4CE 20 95 0 20 Feb 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations Milan Bhan Jean-Noël Vittaut N. Chesneau Marie-Jeanne Lesot ReLM LRM 32 3 0 19 Feb 2024
Understanding In-Context Learning with a Pelican Soup Framework Ting-Rui Chiang Dani Yogatama 16 1 0 16 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 39 3 0 16 Feb 2024
(Ir)rationality and Cognitive Biases in Large Language Models Olivia Macmillan-Scott Mirco Musolesi LRM 44 17 0 14 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 32 4 0 12 Feb 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Dong Zhang Zhehuai Chen E. Chng 18 20 0 10 Feb 2024
Prompting Implicit Discourse Relation Annotation Frances Yung Mansoor Ahmad Merel C. J. Scholman Vera Demberg LRM 13 1 0 07 Feb 2024
The Matrix: A Bayesian learning model for LLMs Siddhartha Dalal Vishal Misra 16 1 0 05 Feb 2024
Can MLLMs Perform Text-to-Image In-Context Learning? Yuchen Zeng Wonjun Kang Yicong Chen Hyung Il Koo Kangwook Lee MLLM 28 9 0 02 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 75 60 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 16 1 0 26 Jan 2024
OCTO+: A Suite for Automatic Open-Vocabulary Object Placement in Mixed Reality Aditya Sharma Luke Yoffe Tobias Höllerer 25 8 0 17 Jan 2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs Changrong Xiao Wenxing Ma Qingping Song Sean Xin Xu Kunpeng Zhang Yufang Wang Qi Fu AI4Ed 19 15 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 18 69 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 16 6 0 25 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 26 130 0 10 Dec 2023
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models Reza Yousefi Maragheh Chenhao Fang Charan Chand Irugu Parth Parikh Jason H. D. Cho ... Saranyan Sukumar Malay Patel Evren Körpeoglu Sushant Kumar Kannan Achan 16 6 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 21 1 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 13 2 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 30 5 0 13 Nov 2023
How are Prompts Different in Terms of Sensitivity? Sheng Lu Hendrik Schuff Iryna Gurevych 32 18 0 13 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 44 6 0 13 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 28 15 0 13 Nov 2023
Large Language Models are In-context Teachers for Knowledge Reasoning Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 27 1 0 12 Nov 2023
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion Jinheon Baek N. Chandrasekaran Silviu Cucerzan Allen Herring S. Jauhar RALM KELM 11 37 0 10 Nov 2023
The language of prompting: What linguistic properties make a prompt successful? Alina Leidinger R. Rooij Ekaterina Shutova 28 41 0 03 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 11 21 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 R. Joty Yingbo Zhou Semih Yavuz LRM 14 6 0 31 Oct 2023
Making Large Language Models Better Data Creators Dong-Ho Lee Jay Pujara Mohit Sewak Ryen W. White S. Jauhar ALM SyDa 8 23 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 12 12 0 29 Oct 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval Palak Jain Livio Baldini Soares Tom Kwiatkowski RALM 20 6 0 25 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 22 4 0 23 Oct 2023
Ecologically Valid Explanations for Label Variation in NLI Nan-Jiang Jiang Chenhao Tan M. Marneffe FAtt 21 4 0 20 Oct 2023
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning Anirudh Som Karan Sikka Helen Gent Ajay Divakaran A. Kathol D. Vergyri 16 4 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 31 6 0 13 Oct 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions Arth Bohra Govert Verkes Artem Harutyunyan Pascal Weinberger Giovanni Campagna 22 5 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 17 22 0 03 Oct 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen E. Chng 21 42 0 27 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 21 149 0 27 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 15 12 0 26 Sep 2023