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 / 215 papers shown

Title
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 25 0 0 11 Apr 2025
On the Connection Between Diffusion Models and Molecular Dynamics Liam Harcombe Timothy T. Duignan DiffM 43 0 0 04 Apr 2025
FakeScope: Large Multimodal Expert Model for Transparent AI-Generated Image Forensics Yixuan Li Yu Tian Yipo Huang Wei Lu Shiqi Wang Weisi Lin Anderson de Rezende Rocha 54 0 0 31 Mar 2025
Resonance: Drawing from Memories to Imagine Positive Futures through AI-Augmented Journaling W. Zulfikar Treyden Chiaravalloti J. Shen Rosalind W. Picard Pattie Maes 37 0 0 31 Mar 2025
Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje Horacio Thompson Maximiliano Sapino Edgardo Ferretti M. Errecalde 46 0 0 26 Mar 2025
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis Han Yuan Li Zhang Zheng Ma 98 0 0 20 Mar 2025
Visualizing Thought: Conceptual Diagrams Enable Robust Planning in LMMs Nasim Borazjanizadeh Roei Herzig Eduard Oks Trevor Darrell Rogerio Feris Leonid Karlinsky LRM 56 0 0 14 Mar 2025
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs Jungsoo Park Junmo Kang Gabriel Stanovsky Alan Ritter 52 0 0 26 Feb 2025
Less or More: Towards Glanceable Explanations for LLM Recommendations Using Ultra-Small Devices Xinru Wang Mengjie Yu Hannah Nguyen Michael Iuzzolino Tianyi Wang ... Ting Zhang Naveen Sendhilnathan Hrvoje Benko Haijun Xia Tanya R. Jonker 48 0 0 26 Feb 2025
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction Jingheng Ye Shang Qin Yinghui Li Hai-Tao Zheng Shen Wang Qingsong Wen 52 0 0 24 Feb 2025
Vector-ICL: In-context Learning with Continuous Vector Representations Yufan Zhuang Chandan Singh Liyuan Liu Jingbo Shang Jianfeng Gao 52 3 0 21 Feb 2025
Can AI Examine Novelty of Patents?: Novelty Evaluation Based on the Correspondence between Patent Claim and Prior Art Hayato Ikoma Teruko Mitamura AAML ELM 85 0 0 10 Feb 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 47 1 0 31 Dec 2024
C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness Yu Kang Xianghui Sun Liangyu Chen Wei Zou LRM 72 18 0 16 Dec 2024
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language Xinmeng Hou 19 1 0 17 Oct 2024
Open Domain Question Answering with Conflicting Contexts Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 63 2 0 16 Oct 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 18 0 0 12 Oct 2024
Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack Leo McKee-Reid Christoph Sträter Maria Angelica Martinez Joe Needham Mikita Balesni OffRL 25 1 0 09 Oct 2024
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition Zheyang Xiong Ziyang Cai John Cooper Albert Ge Vasilis Papageorgiou ... Saurabh Agarwal Grigorios G Chrysos Samet Oymak Kangwook Lee Dimitris Papailiopoulos LRM 27 1 0 08 Oct 2024
Grounding Large Language Models In Embodied Environment With Imperfect World Models Haolan Liu Jishen Zhao LLMAG SyDa AI4CE 28 0 0 03 Oct 2024
Integrating Hierarchical Semantic into Iterative Generation Model for Entailment Tree Explanation Qin Wang Jianzhou Feng Yiming Xu 19 0 0 26 Sep 2024
Finetuning CLIP to Reason about Pairwise Differences Dylan Sam Devin Willmott João Dias Semedo J. Zico Kolter VLM 56 3 0 15 Sep 2024
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language ZHAOYUE SUN Jiazheng Li Gabriele Pergola Yulan He 17 0 0 09 Sep 2024
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes Heejae Chon Seonghyeon Lee Jinyoung Yeo Dongha Lee ALM 15 1 0 24 Aug 2024
MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems Johann Felipe Gonzalez Donglin Liu Haoran Yan Wenjie Wu Zongyang Liu LRM 42 1 0 03 Aug 2024
Multilingual Fine-Grained News Headline Hallucination Detection Jiaming Shen Tianqi Liu Jialu Liu Zhen Qin Jay Pavagadhi Simon Baumgartner Michael Bendersky 33 0 0 22 Jul 2024
BadRobot: Jailbreaking Embodied LLMs in the Physical World Hangtao Zhang Chenyu Zhu Xianlong Wang Ziqi Zhou Yichen Wang ... Shengshan Hu Leo Yu Zhang Aishan Liu Peijin Guo Leo Yu Zhang LM&Ro 40 6 0 16 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 55 1 0 15 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 64 9 0 09 Jul 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 37 1 0 04 Jul 2024
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI Katherine A. Rosenfeld Maike Sonnewald Sonia J. Jindal Kevin A. McCarthy Joshua L. Proctor 16 0 0 27 Jun 2024
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? Beiduo Chen Xinpeng Wang Siyao Peng Robert Litschko Anna Korhonen Barbara Plank 25 6 0 25 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 29 0 0 24 Jun 2024
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary Xingmeng Zhao Tongnian Wang Anthony Rios LM&MA 44 0 0 20 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 53 12 0 19 Jun 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models Siyan Zhao Tung Nguyen Aditya Grover 32 6 0 17 Jun 2024
In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs Grzegorz Kaszuba Amirhossein D. Naghdi Dario Massa Stefanos Papanikolaou Andrzej Jaszkiewicz Piotr Sankowski AI4CE OODD 35 0 0 03 Jun 2024
A Multi-Perspective Analysis of Memorization in Large Language Models Bowen Chen Namgi Han Yusuke Miyao 38 1 0 19 May 2024
IntelliExplain: Enhancing Interactive Code Generation through Natural Language Explanations for Non-Professional Programmers Hao Yan Thomas D. Latoza Ziyu Yao LRM 33 0 0 16 May 2024
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning Wen-Yu Chang Yun-Nung Chen 26 6 0 29 Apr 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 38 1 0 24 Apr 2024
Memory Sharing for Large Language Model based Agents Hang Gao Yongfeng Zhang LLMAG 36 7 0 15 Apr 2024
Improving Language Model Reasoning with Self-motivated Learning Yunlong Feng Yang Xu Libo Qin Yasheng Wang Wanxiang Che LRM ReLM 29 7 0 10 Apr 2024
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents Michael Lutz Arth Bohra Manvel Saroyan Artem Harutyunyan Giovanni Campagna LLMAG 30 13 0 08 Apr 2024
AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research Anirban Mukherjee H. Chang 33 4 0 05 Apr 2024
Can only LLMs do Reasoning?: Potential of Small Language Models in Task Planning Gawon Choi Hyemin Ahn LM&Ro LRM 24 1 0 05 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 26 2 0 02 Apr 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 17 5 0 29 Mar 2024
Towards Multimodal In-Context Learning for Vision & Language Models Sivan Doveh Shaked Perek M. Jehanzeb Mirza Wei Lin Amit Alfassy Assaf Arbelle S. Ullman Leonid Karlinsky VLM 110 13 0 19 Mar 2024
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