Title
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks Umar Ali Khan Ekram Khan Fiza Khan A. A. Moinuddin 48 0 0 02 Mar 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li W. Liu Sen Hu Rui Yan Zhiqiang Xu Xiuying Chen 59 0 0 24 Feb 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 53 1 0 21 Feb 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models Zihao Wei Jingcheng Deng Liang Pang Hanxing Ding Huawei Shen Xueqi Cheng KELM 78 4 0 20 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 132 314 0 20 Feb 2025
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 67 0 0 20 Feb 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering Yuan Sui Yufei He Zifeng Ding Bryan Hooi HILM ELM RALM 64 7 0 20 Feb 2025
Towards Reasoning Ability of Small Language Models Gaurav Srivastava Shuxiang Cao Xuan Wang ReLM LRM 49 4 0 17 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 62 1 0 02 Feb 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 73 1 0 28 Jan 2025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulić Anna Korhonen Nigel Collier ALM 128 64 0 20 Jan 2025
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset Yingzi Ma Jiongxiao Wang Fei-Yue Wang Siyuan Ma Jiazhao Li ... B. Li Yejin Choi M. Chen Chaowei Xiao Chaowei Xiao MU 49 6 0 05 Nov 2024
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation Xiaonan Jing Srinivas Billa Danny Godbout HILM 33 0 0 16 Oct 2024
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models Yi-Fan Lu Xian-Ling Mao Tian Lan Heyan Huang Heyan Huang Xiaoyan Gao 45 0 0 12 Oct 2024
Data Processing for the OpenGPT-X Model Family Nicolo' Brandizzi Hammam Abdelwahab Anirban Bhowmick Lennard Helmer Benny Jörg Stein ... Georg Rehm Dennis Wegener Nicolas Flores-Herr Joachim Kohler Johannes Leveling VLM 79 2 0 11 Oct 2024
CREAM: Comparison-Based Reference-Free ELO-Ranked Automatic Evaluation for Meeting Summarization Ziwei Gong Lin Ai Harshsaiprasad Deshpande Alexander Johnson Emmy Phung Zehui Wu Ahmad Emami Julia Hirschberg 23 2 0 17 Sep 2024
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering Sacha Muller António Loison Bilel Omrani Gautier Viaud RALM ELM 26 1 0 10 Sep 2024
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model Yasir Ali Farrukh S. Wali I. Khan Nathaniel D. Bastian 47 2 0 27 Aug 2024
DHP Benchmark: Are LLMs Good NLG Evaluators? Yicheng Wang Jiayi Yuan Yu-Neng Chuang Zhuoer Wang Yingchi Liu Mark Cusick Param Kulkarni Zhengping Ji Yasser Ibrahim Xia Hu LM&MA ELM 41 3 0 25 Aug 2024
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates Hui Wei Shenghua He Tian Xia Andy H. Wong Jingyang Lin Mei Han Mei Han ALM ELM 59 22 0 23 Aug 2024
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation Ge Gao Jongin Kim Sejin Paik Ekaterina Novozhilova Yi Liu Sarah Bonna Margrit Betke Derry Wijaya 26 0 0 14 Jul 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context Hannes Kunstmann J. Ollier Joel Persson F. Wangenheim 33 0 0 05 Jul 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs Hwanjun Song Hang Su Igor Shalyminov Jason (Jinglun) Cai Saab Mansour HILM 23 29 0 01 Jul 2024
Large Language Models as Evaluators for Recommendation Explanations Xiaoyu Zhang Yishan Li Jiayin Wang Bowen Sun Weizhi Ma Peijie Sun Min Zhang LRM ELM 32 12 0 05 Jun 2024
XRec: Large Language Models for Explainable Recommendation Qiyao Ma Xubin Ren Chao Huang LRM 23 17 0 04 Jun 2024
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals Phillip Howard Kathleen C. Fraser Anahita Bhiwandiwalla S. Kiritchenko 48 9 0 30 May 2024
CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling Chenhao Zhang Renhao Li Minghuan Tan Min Yang Jingwei Zhu Di Yang Jiahao Zhao Guancheng Ye Chengming Li Xiping Hu 31 18 0 26 May 2024
SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation Kun Zhao Bohao Yang Chen Tang Chenghua Lin Liang Zhan 28 5 0 24 May 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 29 0 0 24 May 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 41 3 0 21 May 2024
CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models Haoxiang Shi Jiaan Wang Jiarong Xu Cen Wang Tetsuya Sakai LMTD 21 0 0 20 May 2024
LLMEval: A Preliminary Study on How to Evaluate Large Language Models Yue Zhang Ming Zhang Haipeng Yuan Shichun Liu Yongyao Shi Tao Gui Qi Zhang Xuanjing Huang ALM ELM 11 10 0 12 Dec 2023
Universal Self-Consistency for Large Language Model Generation Xinyun Chen Renat Aksitov Uri Alon Jie Jessie Ren Kefan Xiao Pengcheng Yin Sushant Prakash Charles Sutton Xuezhi Wang Denny Zhou LRM 24 65 0 29 Nov 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian-Yu Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 15 28 0 23 Oct 2023
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 80 170 0 26 Sep 2023
Automatic Answerability Evaluation for Question Generation Zifan Wang Kotaro Funakoshi Manabu Okumura 11 2 0 22 Sep 2023
Instruction Position Matters in Sequence Generation with Large Language Models Yanjun Liu Xianfeng Zeng Fandong Meng Jie Zhou LRM 35 8 0 23 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification Biao Zhao Weiqiang Jin Javier Del Ser Guangyao Yang 19 55 0 24 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 25 15 0 11 May 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 11 50 0 09 Apr 2023
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 103 368 0 30 Dec 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015