Title
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning Lingxiao Kong Cong Yang Susanne Neufang Oya Beyan Zeyd Boukhers OffRL 17 0 0 05 May 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Y. Zhang Yufeng Chen Jinan Xu 50 0 0 29 Apr 2025
Small or Large? Zero-Shot or Finetuned? Guiding Language Model Choice for Specialized Applications in Healthcare Lovedeep Gondara Jonathan Simkin Graham Sayle Shebnum Devji Gregory Arbour Raymond Ng LM&MA 36 0 0 29 Apr 2025
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives Junhong Lai Jiyu Wei Lin Yao Yueming Wang 28 0 0 24 Apr 2025
Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo Ocheme Anthony Ekle Biswarup Das 22 0 0 24 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Z. Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 87 3 0 01 Apr 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective Dengyun Peng Yuhang Zhou Qiguang Chen Jinhao Liu Jingjing Chen L. Qin 45 0 0 17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 64 0 0 17 Mar 2025
Revitalizing Saturated Benchmarks: A Weighted Metric Approach for Differentiating Large Language Model Performance Bryan Etzine Masoud Hashemi Nishanth Madhusudhan Sagar Davasam Roshnee Sharma Sathwik Tejaswi Madhusudhan Vikas Yadav 34 0 0 07 Mar 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs Ruxiao Chen Chenguang Wang Yuran Sun Xilei Zhao Susu Xu 77 1 0 24 Feb 2025
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance Á. Nagy Yannis Spyridis Vasileios Argyriou RALM 34 0 0 24 Feb 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning Yujie Feng Xujia Wang Zexin Lu Shenghong Fu Guangyuan Shi Yongxin Xu Yasha Wang Philip S. Yu Xu Chu Xiao-Ming Wu CLL KELM 33 1 0 22 Feb 2025
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores Jamshid Mozafari Abdelrahman Abdallah Bhawna Piryani Adam Jatowt 37 0 0 22 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 49 0 0 20 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 48 1 0 18 Feb 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation Mengkang Hu Tianxing Chen Yude Zou Yuheng Lei Qiguang Chen Ming Li Yao Mu H. Zhang Wenqi Shao Ping Luo LLMAG 36 0 0 18 Feb 2025
Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using LLMs Rohitash Chandra Guoxiang Ren G. Houseman 39 0 0 20 Jan 2025
Financial Named Entity Recognition: How Far Can LLM Go? Yi-Te Lu Yintong Huo AIFin 23 0 0 04 Jan 2025
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment Binrui Zeng Bin Ji Xiaodong Liu Jie Yu Shasha Li Jun Ma Xiaopeng Li Shangwen Wang Xinran Hong Yongtao Tang MQ 34 1 0 24 Dec 2024
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models Zihui Cheng Qiguang Chen Jin Zhang Hao Fei Xiaocheng Feng Wanxiang Che Min Li L. Qin VLM MLLM LRM 75 3 0 17 Dec 2024
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration L. Qin Qiguang Chen Hao Fei Zhi Chen Min Li Wanxiang Che 28 5 0 27 Oct 2024
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing Chen Yang Chenyang Zhao Q. Gu Dongruo Zhou LRM 30 0 0 22 Oct 2024
NL-Eye: Abductive NLI for Images Mor Ventura Michael Toker Nitay Calderon Zorik Gekhman Yonatan Bitton Roi Reichart 20 1 0 03 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs Yung-Chieh Chan George Pu Apaar Shanker Parth Suresh Penn Jenks John Heyer Sam Denton SyDa 18 8 0 29 Sep 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices Zhi Chen Qiguang Chen Libo Qin Qipeng Guo Haijun Lv Yicheng Zou Wanxiang Che Hang Yan Kai Chen Dahua Lin SyDa 28 4 0 03 Sep 2024
Enhancing Agricultural Machinery Management through Advanced LLM Integration Emily Johnson Noah Wilson 29 0 0 30 Jul 2024
Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model Xia Hou Qifeng Li Jian Yang Tongliang Li Linzheng Chai ... Hangyuan Ji Zhoujun Li Jixuan Nie Jingbo Dun Wenfeng Song 22 2 0 03 Jul 2024
AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought Yongheng Zhang Qiguang Chen Min Li Wanxiang Che Libo Qin LRM 25 2 0 20 Jun 2024
Dual-Phase Accelerated Prompt Optimization Muchen Yang Moxin Li Yongle Li Zijun Chen Chongming Gao Junqi Zhang Yangyang Li Fuli Feng 16 0 0 19 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao-Yu Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 20 1 0 12 Jun 2024
Are Large Language Models Table-based Fact-Checkers? Hangwen Zhang Q. Si Peng Fu Zheng Lin Weiping Wang LRM LMTD 27 2 0 04 Feb 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon Fajri Koto Tilman Beck Zeerak Talat Iryna Gurevych Timothy Baldwin 36 7 0 03 Feb 2024
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 100 4 0 07 Nov 2023
Dissecting In-Context Learning of Translations in GPTs Vikas Raunak Hany Awadalla Arul Menezes 29 1 0 24 Oct 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning Duarte M. Alves Nuno M. Guerreiro Joao Alves José P. Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F.T. Martins 37 47 0 20 Oct 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou M. Zhang 27 4 0 19 Sep 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting Xiaoying Zhang Baolin Peng Kun Li Jingyan Zhou Helen M. Meng 64 37 0 15 May 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 Kent K. Chang Mackenzie Cramer Sandeep Soni David Bamman RALM 138 109 0 28 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 79 132 0 24 Mar 2023
Controllable Dialogue Simulation with In-Context Learning Zekun Li Wenhu Chen Shiyang Li Hong Wang Jingu Qian Xi Yan 128 44 0 09 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 162 320 0 06 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 109 195 0 06 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 31 28 0 12 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A. Ustun Asa Cooper Stickland 14 7 0 23 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 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
Description-Driven Task-Oriented Dialog Modeling Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu 41 64 0 21 Jan 2022