Title
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal 75 5 0 11 Sep 2024
AGR: Age Group fairness Reward for Bias Mitigation in LLMs Shuirong Cao Ruoxi Cheng Zhiqiang Wang 32 4 0 06 Sep 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization Yong Lin Skyler Seto Maartje ter Hoeve Katherine Metcalf B. Theobald Xuan Wang Yizhe Zhang Chen Huang Tong Zhang 41 12 0 05 Sep 2024
Towards a Unified View of Preference Learning for Large Language Models: A Survey Bofei Gao Feifan Song Yibo Miao Zefan Cai Z. Yang ... Houfeng Wang Zhifang Sui Peiyi Wang Baobao Chang Baobao Chang 41 11 0 04 Sep 2024
From Grounding to Planning: Benchmarking Bottlenecks in Web Agents Segev Shlomov Ben wiesel Aviad Sela Ido Levy Liane Galanti Roy Abitbol LLMAG 30 3 0 03 Sep 2024
ContextCite: Attributing Model Generation to Context Benjamin Cohen-Wang Harshay Shah Kristian Georgiev Aleksander Madry LRM 30 18 0 01 Sep 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models Yuncheng Yang Yulei Qin Tong Wu Zihan Xu Gang Li ... Yuchen Shi Ke Li Xing Sun Jie Yang Yun Gu ALM OffRL MoE 46 0 0 28 Aug 2024
ConsistencyTrack: A Robust Multi-Object Tracker with a Generation Strategy of Consistency Model Lifan Jiang Zhihui Wang Siqi Yin Guangxiao Ma Peng Zhang Boxi Wu DiffM 51 0 0 28 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 28 0 0 28 Aug 2024
How will advanced AI systems impact democracy? Christopher Summerfield Lisa Argyle Michiel Bakker Teddy Collins Esin Durmus ... Elizabeth Seger Divya Siddarth Henrik Skaug Sætra MH Tessler M. Botvinick 45 2 0 27 Aug 2024
AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems Chi-Min Chan Jianxuan Yu Weize Chen Chunyang Jiang Xinyu Liu Weijie Shi Zhiyuan Liu Wei Xue Yike Guo LLMAG 38 0 0 27 Aug 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy Priyanka Mandikal RALM VLM 45 0 0 21 Aug 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework Zhifei Xie Daniel Tang Dingwei Tan Jacques Klein Tegawend F. Bissyand Saad Ezzini VGen 32 8 0 21 Aug 2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning Tanmana Sadhu Ali Pesaranghader Yanan Chen Dong Hoon Yi ELM LLMAG AAML 26 0 0 20 Aug 2024
SysBench: Can Large Language Models Follow System Messages? Yanzhao Qin Tao Zhang Tao Zhang Yanjun Shen Wenjing Luo ... Yujing Qiao Weipeng Chen Zenan Zhou Wentao Zhang Bin Cui ALM 85 7 0 20 Aug 2024
Minor DPO reject penalty to increase training robustness Shiming Xie Hong Chen Fred Yu Zeye Sun Xiuyu Wu Yingfan Hu 35 2 0 19 Aug 2024
HySem: A context length optimized LLM pipeline for unstructured tabular extraction Narayanan PP A. P. N. Iyer 36 0 0 18 Aug 2024
SEAL: Systematic Error Analysis for Value ALignment Manon Revel Matteo Cargnelutti Tyna Eloundou Greg Leppert 40 3 0 16 Aug 2024
The Future of Open Human Feedback Shachar Don-Yehiya Ben Burtenshaw Ramon Fernandez Astudillo Cailean Osborne Mimansa Jaiswal ... Omri Abend Jennifer Ding Sara Hooker Hannah Rose Kirk Leshem Choshen VLM ALM 62 4 0 15 Aug 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 52 23 0 15 Aug 2024
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community Shachar Don-Yehiya Leshem Choshen Omri Abend 29 2 0 15 Aug 2024
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 37 39 0 15 Aug 2024
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Pranav Putta Edmund Mills Naman Garg S. Motwani Chelsea Finn Divyansh Garg Rafael Rafailov LLMAG LRM 28 65 0 13 Aug 2024
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents Xiao-Yang Liu Tianjie Zhang Yu Gu Iat Long Iong Yifan Xu ... Zhengxiao Du Chan Hee Song Yu Su Yuxiao Dong Jie Tang VLM LLMAG 47 22 0 12 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 34 5 0 09 Aug 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models Lei Huang Xiaocheng Feng Weitao Ma Yuxuan Gu Weihong Zhong ... Weijiang Yu Weihua Peng Duyu Tang Dandan Tu Bing Qin HILM 19 4 0 08 Aug 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 34 24 0 08 Aug 2024
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models Yuchen Dong Xiaoxiang Fang Yuchen Hu Renshuang Jiang Zhe Jiang 52 0 0 07 Aug 2024
On the Generalization of Preference Learning with DPO Shawn Im Yixuan Li 44 1 0 06 Aug 2024
Making Long-Context Language Models Better Multi-Hop Reasoners Yanyang Li Shuo Liang M. Lyu Liwei Wang LLMAG LRM 22 9 0 06 Aug 2024
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback Ryan Aponte Ryan A. Rossi Shunan Guo Franck Dernoncourt Tong Yu Xiang Chen Subrata Mitra Nedim Lipka OffRL 23 0 0 05 Aug 2024
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation Rakshith Subramanyam Kowshik Thopalli V. Narayanaswamy Jayaraman J.Thiagarajan 25 2 0 01 Aug 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 70 18 0 29 Jul 2024
Improving Retrieval Augmented Language Model with Self-Reasoning Yuan Xia Jingbo Zhou Zhenhui Shi Jun Chen Hai-ting Huang AIFin LRM ReLM KELM 40 8 0 29 Jul 2024
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? Ori Yoran S. Amouyal Chaitanya Malaviya Ben Bogin Ofir Press Jonathan Berant LLMAG 37 31 0 22 Jul 2024
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization Md Sultan al Nahian R. Kavuluru MedIm AI4CE 31 0 0 19 Jul 2024
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities Peng-Tao Xu Wei Ping Xianchao Wu Zihan Liu M. Shoeybi Mohammad Shoeybi Bryan Catanzaro RALM 44 14 0 19 Jul 2024
Learning Goal-Conditioned Representations for Language Reward Models Vaskar Nath Dylan Slack Jeff Da Yuntao Ma Hugh Zhang Spencer Whitehead Sean Hendryx 24 0 0 18 Jul 2024
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems Tamer Abuelsaad Deepak Akkil Prasenjit Dey Ashish Jagmohan Aditya Vempaty Ravi Kokku 44 23 0 17 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 7 0 17 Jul 2024
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine Studies Alina Leidinger Richard Rogers 32 5 0 16 Jul 2024
Localizing and Mitigating Errors in Long-form Question Answering Rachneet Sachdeva Yixiao Song Mohit Iyyer Iryna Gurevych HILM 41 1 0 16 Jul 2024
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning Yulong Wang Tianhao Shen Lifeng Liu Jian Xie LLMAG LRM 23 9 0 15 Jul 2024
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond Yingcong Li A. S. Rawat Samet Oymak 23 6 0 13 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez H. Song SyDa 36 4 0 12 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 38 8 0 12 Jul 2024
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence Weize Chen Ziming You Ran Li Yitong Guan Chen Qian Chenyang Zhao Cheng Yang Ruobing Xie Zhiyuan Liu Maosong Sun LLMAG 32 36 0 09 Jul 2024
It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human Jakub Harasta Tereza Novotná Jaromír Šavelka ELM 42 6 0 09 Jul 2024
Variational Best-of-N Alignment Afra Amini Tim Vieira Ryan Cotterell Ryan Cotterell BDL 43 18 0 08 Jul 2024
Orchestrating LLMs with Different Personalizations Jin Peng Zhou Katie Z Luo Jingwen Gu Jason Yuan Kilian Q. Weinberger Wen Sun 49 2 0 04 Jul 2024