Title
Feedback Descent: Open-Ended Text Optimization via Pairwise Comparison Yoonho Lee Joseph Boen Chelsea Finn 83 1 0 11 Nov 2025
MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation Shih-Lun Wu Yoon Kim Cheng-Zhi Anna Huang 160 0 0 06 Nov 2025
Multimodal Prompt Decoupling Attack on the Safety Filters in Text-to-Image Models Xingkai Peng Jun Jiang Meng Tong Shuai Li Weiming Zhang Nenghai Yu Kejiang Chen 92 0 0 21 Sep 2025
Generating Grounded Responses to Counter Misinformation via Learning Efficient Fine-Grained CritiquesInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Xiaofei Xu Xiuzhen Zhang Ke Deng HILM 189 0 0 06 Jun 2025
ProRefine: Inference-Time Prompt Refinement with Textual Feedback Deepak Pandita Tharindu Cyril Weerasooriya A. Shah Christopher Homan Christopher Homan Wei Wei LLMAG ReLM LRM 434 2 0 05 Jun 2025
Learning Extrapolative Sequence Transformations from Markov Chains Sophia Hager Aleem Khan Andrew Wang Nicholas Andrews BDL 182 0 0 26 May 2025
Achieving Unanimous Consensus in Decision Making Using Multi-Agents Apurba Pokharel Ram Dantu Shakila Zaman Sirisha Talapuru Vinh Quach 213 1 0 02 Apr 2025
Writing as a testbed for open ended agents Sian Gooding Lucia Lopez-Rivilla Edward Grefenstette LLMAG 225 7 0 25 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 219 25 0 24 Mar 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text EvaluationInternational Conference on Human Factors in Computing Systems (CHI), 2024 SeongYeub Chu JongWoo Kim MunYong Yi 294 12 0 21 Feb 2025
Computing Voting Rules with Improvement Feedback Evi Micha Vasilis Varsamis 123 0 0 18 Feb 2025
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] TokenNeural Information Processing Systems (NeurIPS), 2024 Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 385 16 0 09 Dec 2024
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback Yongbin Li Miao Zheng Fan Yang Bin Cui Tengjiao Wang Xin Wu Guosheng Dong Wentao Zhang ALM 261 10 0 12 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 223 23 0 09 Oct 2024
ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities Zhenchao Jin Mengchen Liu Dongdong Chen Lingting Zhu Yunsheng Li Lequan Yu KELM 92 3 0 08 Oct 2024
SELU: Self-Learning Embodied MLLMs in Unknown Environments Boyu Li Haobin Jiang Haobin Jiang Weishuai Zeng Haoran Li Dongbin Zhao Zongqing Lu LRM 158 6 0 04 Oct 2024
Agents' Room: Narrative Generation through Multi-step CollaborationInternational Conference on Learning Representations (ICLR), 2024 Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 257 35 0 03 Oct 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 423 47 0 19 Jul 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 371 68 0 09 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 332 143 0 03 Jun 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Anuj Kumar Xi Lin RALM BDL 595 19 0 29 May 2024
Quantum Natural Language Processing Dominic Widdows Willie Aboumrad Dohun Kim Sayonee Ray Jonathan Mei 268 8 0 28 Mar 2024
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM YiXuan Wu Yizhou Wang Weizhen He Wenhao Wu Tong He Wanli Ouyang Jian Wu Juil Sock ObjD VLM 269 45 0 19 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 243 6 0 04 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Wanrong Zhu KELM VLM 389 218 0 20 Feb 2024
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Alex Havrilla Sharath Raparthy Christoforus Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Roberta Railneau ReLM LRM 209 94 0 13 Feb 2024
Feedback Loops With Language Models Drive In-Context Reward HackingInternational Conference on Machine Learning (ICML), 2024 Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt KELM 334 55 0 09 Feb 2024
Small Language Model Can Self-correctAAAI Conference on Artificial Intelligence (AAAI), 2024 Haixia Han Jiaqing Liang Jie Shi Qi He Yanghua Xiao LRM SyDa ReLM KELM 205 25 0 14 Jan 2024
LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination Jijia Liu Chao Yu Jiaxuan Gao Yuqing Xie Qingmin Liao Yi Wu Yu Wang LLMAG LM&Ro 336 55 0 23 Dec 2023
Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language Di Jin Shikib Mehri Devamanyu Hazarika Aishwarya Padmakumar Sungjin Lee Yang Liu Mahdi Namazifar ALM 148 24 0 24 Nov 2023
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers Staphord Bengesi Hoda El-Sayed Md Kamruzzaman Sarker Yao Houkpati John Irungu T. Oladunni 274 155 0 17 Nov 2023
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran 353 95 0 16 Nov 2023
On The Open Prompt Challenge In Conditional Audio GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Ernie Chang Sidd Srinivasan Mahi Luthra Pin-Jie Lin Varun K. Nagaraja ... Zechun Liu Zhaoheng Ni Changsheng Zhao Yangyang Shi Vikas Chandra 114 6 0 01 Nov 2023
Constructive Large Language Models Alignment with Diverse Feedback Tianshu Yu Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li ALM 227 9 0 10 Oct 2023
Automatic and Human-AI Interactive Text Generation Yao Dou Philippe Laban Claire Gardent Wei Xu 178 4 0 05 Oct 2023
Benchmarking Cognitive Biases in Large Language Models as EvaluatorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ryan Koo Linghe Wang Vipul Raheja Jong Inn Park Min Namgung Luan Tuyen Chau ALM 276 123 0 29 Sep 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMsACM Symposium on User Interface Software and Technology (UIST), 2023 Philippe Laban Jesse Vig Marti A. Hearst Caiming Xiong Chien-Sheng Wu KELM 228 48 0 27 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text UpdatesInternational Conference on Language Resources and Evaluation (LREC), 2023 Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 294 6 0 20 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackInternational Conference on Learning Representations (ICLR), 2023 Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 409 243 0 19 Sep 2023
Audio Generation with Multiple Conditional Diffusion ModelAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhifang Guo Jianguo Mao Ruijie Tao Long Yan Kazushige Ouchi Hong Liu Xiangdong Wang DiffM 253 26 0 23 Aug 2023
Towards an On-device Agent for Text Rewriting Yun Zhu Yinxiao Liu Felix Stahlberg Shankar Kumar Yu-hui Chen Liangchen Luo Lei Shu Renjie Liu Jindong Chen Lei Meng LLMAG 147 8 0 22 Aug 2023
OctoPack: Instruction Tuning Code Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 307 177 0 14 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 303 261 0 06 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 323 30 0 02 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 218 227 0 31 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi Ghulam Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 260 35 0 09 Jul 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Beatriz Borges Niket Tandon Tanja Käser Antoine Bosselut 396 8 0 01 Jul 2023
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer ReviewsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mike DÁrcy Alexis Ross Erin Bransom Bailey Kuehl Jonathan Bragg Kyle Lo Doug Downey KELM 171 28 0 21 Jun 2023
A survey of Generative AI ApplicationsJournal of Computer Science (JCS), 2023 Roberto Gozalo-Brizuela Eduardo C. Garrido-Merchán 3DV MedIm 294 122 0 05 Jun 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based MethodsWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023 Mengsay Loem Masahiro Kaneko Sho Takase Naoaki Okazaki 160 54 0 29 May 2023