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 53 0 0 05 May 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Yize Zhang Jinan Xu 79 1 0 29 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 Ziyi Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 128 4 0 01 Apr 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 60 0 0 22 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 112 1 0 18 Feb 2025
Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using LLMs Rohitash Chandra Guoxiang Ren G. Houseman 62 0 0 20 Jan 2025
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment Binrui Zeng Shezheng Song Xiaodong Liu Jie Yu Huijun Liu Jun Ma Xiaopeng Li Shasha Li Xinran Hong Yongtao Tang MQ 68 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 108 7 0 17 Dec 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 69 4 0 03 Sep 2024
Are Large Language Models Table-based Fact-Checkers? Hangwen Zhang Q. Si Peng Fu Zheng Lin Weiping Wang LRM LMTD 61 3 0 04 Feb 2024
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect Chengguang Gan Qinghao Zhang Tatsunori Mori 43 7 0 12 Nov 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 127 14 0 07 Nov 2023
Dissecting In-Context Learning of Translations in GPTs Vikas Raunak Hany Awadalla Arul Menezes 55 2 0 24 Oct 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 64 82 0 23 Oct 2023
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs Ananya Singha J. Cambronero Sumit Gulwani Vu Le Chris Parnin LMTD 43 34 0 16 Oct 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 93 383 0 11 Sep 2023
Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought Bin Lei Pei-Hung Lin C. Liao Caiwen Ding ReLM ELM LRM AI4CE 34 39 0 16 Aug 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 64 665 0 14 Jun 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 73 82 0 22 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 75 276 0 16 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 51 69 0 09 May 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 53 372 0 20 Mar 2023
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 71 334 0 20 Dec 2022
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 66 34 0 19 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 266 2,348 0 09 Nov 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 156 203 0 06 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 108 278 0 29 Sep 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 70 43 0 12 Jul 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 60 64 0 21 Jan 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 71 297 0 16 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 271 1,532 0 02 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 223 9,946 0 17 Jun 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 246 146 0 18 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 164 4,167 0 01 Jan 2021
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 371 27,205 0 01 Sep 2014