Title
Evaluating Span Extraction in Generative Paradigm: A Reflection on Aspect-Based Sentiment Analysis Soyoung Yang Won Ik Cho 40 0 0 17 Apr 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models Yue Zhou Yada Zhu Diego Antognini Yoon Kim Yang Zhang ReLM LRM 41 3 0 17 Apr 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models D. Zhu Sony Trenous Xiaoyu Shen Dietrich Klakow Bill Byrne Eva Hasler 105 3 0 17 Apr 2024
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document Joonho Yang Seunghyun Yoon Byeongjeong Kim Hwanhee Lee HILM 117 7 0 17 Apr 2024
Stepwise Alignment for Constrained Language Model Policy Optimization Akifumi Wachi Thien Q. Tran Rei Sato Takumi Tanabe Yohei Akimoto 85 10 0 17 Apr 2024
Empowering Large Language Models on Robotic Manipulation with Affordance Prompting Guangran Cheng Wei Shen Wenzhe Cai Wei Xiong Changyin Sun Li Zhao LM&Ro LLMAG 291 14 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 154 51 0 17 Apr 2024
Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models Jan-Philipp Fränken Kanishk Gandhi Tori Qiu Ayesha Khawaja Noah D. Goodman Tobias Gerstenberg ELM 82 1 0 17 Apr 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM Letian Peng Jingbo Shang 95 3 0 16 Apr 2024
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study Shusheng Xu Wei Fu Jiaxuan Gao Wenjie Ye Weiling Liu Zhiyu Mei Guangju Wang Chao Yu Yi Wu 162 165 0 16 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 188 38 0 16 Apr 2024
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning Xiao Wang Tianze Chen Xianjun Yang Qi Zhang Xun Zhao Dahua Lin ELM 82 7 0 16 Apr 2024
Self-Supervised Visual Preference Alignment Ke Zhu Liang Zhao Zheng Ge Xiangyu Zhang 77 17 0 16 Apr 2024
MEEL: Multi-Modal Event Evolution Learning Zhengwei Tao Zhi Jin Junqiang Huang Xiancai Chen Xiaoying Bai Haiyan Zhao Yifan Zhang Chongyang Tao 79 1 0 16 Apr 2024
Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience Haixia Han Tingyun Li Shisong Chen Jie Shi Chengyu Du Yanghua Xiao Jiaqing Liang Xin Lin 89 11 0 16 Apr 2024
The Dearth of the Author in AI-Supported Writing Max Kreminski 60 15 0 16 Apr 2024
Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback Vincent Conitzer Rachel Freedman J. Heitzig Wesley H. Holliday Bob M. Jacobs ... Eric Pacuit Stuart Russell Hailey Schoelkopf Emanuel Tewolde W. Zwicker 118 40 0 16 Apr 2024
Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning Yilin Gao Arava Sai Kumar Yancheng Li James W. Snyder AI4MH 104 2 0 16 Apr 2024
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback Qiwei Di Jiafan He Quanquan Gu 116 1 0 16 Apr 2024
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs Ruoxi Cheng Haoxuan Ma Shuirong Cao Jiaqi Li Aihua Pei Zhiqiang Wang Pengliang Ji Haoyu Wang Jiaqi Huo AI4CE 101 9 0 15 Apr 2024
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs Adi Simhi Jonathan Herzig Idan Szpektor Yonatan Belinkov HILM 115 13 0 15 Apr 2024
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision Siddhant Bansal Michael Wray Dima Damen 91 3 0 15 Apr 2024
Impact of Preference Noise on the Alignment Performance of Generative Language Models Yang Gao Dana Alon Donald Metzler 102 21 0 15 Apr 2024
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding Bozhi Luan Hao Feng Hong Chen Yonghui Wang Wen-gang Zhou Houqiang Li MLLM 109 17 0 15 Apr 2024
Unveiling Imitation Learning: Exploring the Impact of Data Falsity to Large Language Model Hyunsoo Cho ALM 31 0 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li Song Wenjun Zhang Zhiwu Huang MLLM 74 0 0 15 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 138 35 0 15 Apr 2024
Exploring Text-to-Motion Generation with Human Preference Jenny Sheng Matthieu Lin Andrew Zhao Kevin Pruvost Yu-Hui Wen Yangguang Li Gao Huang Yong-Jin Liu VGen 124 2 0 15 Apr 2024
Learn Your Reference Model for Real Good Alignment Alexey Gorbatovski Boris Shaposhnikov Alexey Malakhov Nikita Surnachev Yaroslav Aksenov Ian Maksimov Nikita Balagansky Daniil Gavrilov OffRL 129 35 0 15 Apr 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents Ziniu Zhang Shulin Tian Liangyu Chen Ziwei Liu LLMAG LM&Ro 75 22 0 15 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 92 7 0 14 Apr 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 74 1 0 14 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 117 6 0 14 Apr 2024
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model Zita Lifelo Huansheng Ning Sahraoui Dhelim AI4MH 122 0 0 13 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 122 10 0 13 Apr 2024
Hindsight PRIORs for Reward Learning from Human Preferences Mudit Verma Katherine Metcalf 95 6 0 12 Apr 2024
Constrained C-Test Generation via Mixed-Integer Programming Ji-Ung Lee Marc E. Pfetsch Iryna Gurevych 90 0 0 12 Apr 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan Ameet Deshpande Bruno Castro da Silva 91 38 0 12 Apr 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 130 6 0 12 Apr 2024
Dataset Reset Policy Optimization for RLHF Jonathan D. Chang Wenhao Zhan Owen Oertell Kianté Brantley Dipendra Kumar Misra Jason D. Lee Wen Sun OffRL 117 24 0 12 Apr 2024
Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think Xinpeng Wang Chengzhi Hu Bolei Ma Paul Röttger Barbara Plank OOD 95 6 0 12 Apr 2024
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models Yingchaojie Feng Zhizhang Chen Zhining Kang Sijia Wang Haoyu Tian Wei Zhang Minfeng Zhu Wei Chen 118 4 0 12 Apr 2024
Efficient Duple Perturbation Robustness in Low-rank MDPs Yang Hu Haitong Ma Bo Dai Na Li 51 0 0 11 Apr 2024
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models Tanmay Gautam Youngsuk Park Hao Zhou Parameswaran Raman Wooseok Ha 100 17 0 11 Apr 2024
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback Ming Li Taojiannan Yang Huafeng Kuang Jie Wu Zhaoning Wang Xuefeng Xiao Chong Chen 86 82 0 11 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 160 75 0 11 Apr 2024
AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs Zeyi Liao Huan Sun AAML 100 96 0 11 Apr 2024
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations Dayeon Ki Marine Carpuat 68 22 0 11 Apr 2024
Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models Andreas Säuberli Simon Clematide ELM 89 7 0 11 Apr 2024
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning Quanyu Long Yin Wu Wenya Wang Sinno Jialin Pan 169 2 0 11 Apr 2024