Title
Task Diversity Shortens the ICL Plateau Jaeyeon Kim Sehyun Kwon Joo Young Choi Jongho Park Jaewoong Cho Jason D. Lee Ernest K. Ryu MoMe 33 2 0 07 Oct 2024
Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information Yongheng Zhang Qiguang Chen Jingxuan Zhou Peng Wang Jiasheng Si Jin Wang Wenpeng Lu Libo Qin LRM 49 3 0 06 Oct 2024
In-context Learning in Presence of Spurious Correlations Hrayr Harutyunyan R. Darbinyan Samvel Karapetyan Hrant Khachatrian LRM 51 1 0 04 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly Howard Yen Tianyu Gao Minmin Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen ALM ELM 62 25 0 03 Oct 2024
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done! Divya Patel Pathik Patel Ankush Chander Sourish Dasgupta Tanmoy Chakraborty 24 1 0 30 Sep 2024
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? Bowen Zhao Leo Parker Dirac Paulina Varshavskaya VLM LRM 26 0 0 25 Sep 2024
"I Never Said That": A dataset, taxonomy and baselines on response clarity classification Konstantinos Thomas Giorgos Filandrianos Maria Lymperaiou Chrysoula Zerva Giorgos Stamou 31 0 0 20 Sep 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 34 0 0 18 Sep 2024
Multidimensional Human Activity Recognition With Large Language Model: A Conceptual Framework Syed Mhamudul Hasan 36 0 0 16 Sep 2024
AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models Yifei Yao Wentao He Chenyu Gu Jiaheng Du Fuwei Tan Zhen Zhu Junguo Lu OffRL 31 2 0 13 Sep 2024
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks Georgios Chochlakis Niyantha Maruthu Pandiyan Kristina Lerman Shrikanth Narayanan ReLM KELM LRM 42 4 0 10 Sep 2024
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 69 28 0 30 Aug 2024
In-Context Learning with Representations: Contextual Generalization of Trained Transformers Tong Yang Yu Huang Yingbin Liang Yuejie Chi MLT 37 5 0 19 Aug 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt Xiangyu Chen Yihao Liu Yuandong Pu Wenlong Zhang Jiantao Zhou Yu Qiao Chao Dong VLM 38 4 0 16 Aug 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions Chenming Tang Zhixiang Wang Yunfang Wu Yunfang Wu LRM 31 0 0 16 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 40 10 0 31 Jul 2024
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective Huu Tan Mai Cuong Xuan Chu Heiko Paulheim 28 6 0 29 Jul 2024
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability Zhuoyan Xu Zhenmei Shi Yingyu Liang CoGe LRM 34 27 0 22 Jul 2024
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context Federico Arangath Joseph K. Haefeli Noah Liniger Çağlar Gülçehre 23 2 0 12 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 68 2 0 10 Jul 2024
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization Wai Man Si Michael Backes Yang Zhang 43 1 0 09 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 34 6 0 01 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 56 2 0 29 Jun 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models Vipul Rathore Aniruddha Deb Ankish Chandresh Parag Singla Mausam LRM 52 0 0 27 Jun 2024
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Deng Cai Huayang Li Tingchen Fu Siheng Li Weiwen Xu ... Leyang Cui Yan Wang Lemao Liu Taro Watanabe Shuming Shi KELM 30 2 0 24 Jun 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods Roy Xie Junlin Wang Ruomin Huang Minxing Zhang Rong Ge Jian Pei Neil Zhenqiang Gong Bhuwan Dhingra MIALM 45 11 0 23 Jun 2024
Understanding the Role of User Profile in the Personalization of Large Language Models Bin Wu Zhengyan Shi Hossein A. Rahmani Varsha Ramineni Emine Yilmaz 54 5 0 22 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 32 2 0 20 Jun 2024
SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots Weixing Wang Haojin Yang Christoph Meinel 40 0 0 20 Jun 2024
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning Xiaolei Wang Xinyu Tang Wayne Xin Zhao Ji-Rong Wen 25 3 0 20 Jun 2024
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations Rima Hazra Sayan Layek Somnath Banerjee Soujanya Poria KELM LLMSV 37 6 0 17 Jun 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models Siyan Zhao Tung Nguyen Aditya Grover 41 5 0 17 Jun 2024
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents Cheng-Kuang Wu Zhi Rui Tam Chieh-Yen Lin Yun-Nung Chen Hung-yi Lee LLMAG 42 6 0 13 Jun 2024
Estimating the Hallucination Rate of Generative AI Andrew Jesson Nicolas Beltran-Velez Quentin Chu Sweta Karlekar Jannik Kossen Yarin Gal John P. Cunningham David M. Blei 51 6 0 11 Jun 2024
What Do Language Models Learn in Context? The Structured Task Hypothesis Jiaoda Li Yifan Hou Mrinmaya Sachan Ryan Cotterell LRM 44 7 0 06 Jun 2024
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers Brian K Chen Tianyang Hu Hui Jin Hwee Kuan Lee Kenji Kawaguchi 50 0 0 05 Jun 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement Pengwei Zhan Zhen Xu Qian Tan Jie Song Ru Xie 48 7 0 31 May 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 18 0 0 31 May 2024
Why Larger Language Models Do In-context Learning Differently? Zhenmei Shi Junyi Wei Zhuoyan Xu Yingyu Liang 37 18 0 30 May 2024
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models V. Venkatasubramanian Arijit Chakraborty 46 9 0 29 May 2024
On the Noise Robustness of In-Context Learning for Text Generation Hongfu Gao Feipeng Zhang Wenyu Jiang Jun Shu Feng Zheng Hongxin Wei 58 3 0 27 May 2024
Benchmarking General-Purpose In-Context Learning Fan Wang Chuan Lin Yang Cao Yu Kang 35 1 0 27 May 2024
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification Shang Liu Zhongze Cai Guanting Chen Xiaocheng Li UQCV 46 1 0 24 May 2024
In-context Time Series Predictor Jiecheng Lu Yan Sun Shihao Yang AI4TS 38 4 0 23 May 2024
MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning Sanchit Sinha Yuguang Yue Victor Soto Mayank Kulkarni Jianhua Lu Aidong Zhang LRM 46 4 0 19 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 35 59 0 17 May 2024
What is it for a Machine Learning Model to Have a Capability? Jacqueline Harding Nathaniel Sharadin ELM 40 3 0 14 May 2024
RAGE Against the Machine: Retrieval-Augmented LLM Explanations Joel Rorseth P. Godfrey Lukasz Golab Divesh Srivastava Jaroslaw Szlichta LRM RALM 24 6 0 11 May 2024
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models Guochao Jiang Zepeng Ding Yuchen Shi Deqing Yang 48 2 0 08 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 41 1 0 08 May 2024