COLM 2024 Conference Submissions

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs
Junying Chen, Xidong Wang, Ke Ji, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Song Dingjie, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Self-Guide: Better Task-Specific Instruction Following via Self-Synthetic Finetuning
Chenyang Zhao, Xueying Jia, Vijay Viswanathan, Graham Neubig, Tongshuang Wu
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Enhancing Adversarial Robustness of LLMs with Analytic Hierarchy Process
Jiahao Zhao, Minzheng Wang, Nan Xu, Yin Luo, Wenji Mao
- Published: 10 Jul 2024, Last Modified: 15 Oct 2024
- COLM
- Readers: Everyone
Empowering Large Language Model Agents through Action Learning
Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Multi-hop Question Answering under Temporal Knowledge Editing
Keyuan Cheng, Gang Lin, Haoyang Fei, Yuxuan Zhai, Lu Yu, Muhammad Asif Ali, Lijie Hu, Di Wang
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Measuring Taiwanese Mandarin Language Understanding
Po-Heng Chen, Sijia Cheng, Wei-Lin Chen, Yen-Ting Lin, Yun-Nung Chen
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation
Yan Wang, Dongyang Ma, Deng Cai
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents
Evgenii Kortukov, Alexander Rubinstein, Elisa Nguyen, Seong Joon Oh
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
HDT: Hierarchical Document Transformer
Haoyu He, Markus Flicke, Jan Buchmann, Iryna Gurevych, Andreas Geiger
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
AI-generated text boundary detection with RoFT
Laida Kushnareva, Tatiana Gaintseva, Dmitry Abulkhanov, Kristian Kuznetsov, German Magai, Eduard Tulchinskii, Serguei Barannikov, Sergey Nikolenko, Irina Piontkovskaya
- Published: 10 Jul 2024, Last Modified: 09 Sept 2024
- COLM
- Readers: Everyone
Scattered Mixture-of-Experts Implementation
Shawn Tan, Yikang Shen, Rameswar Panda, Aaron Courville
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms
Michael Hanna, Sandro Pezzelle, Yonatan Belinkov
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Exploring the Mystery of Influential Data for Mathematical Reasoning
Xinzhe Ni, Yeyun Gong, Zhibin Gou, yelong shen, Yujiu Yang, Nan Duan, Weizhu Chen
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Does Incomplete Syntax Influence Korean Language Model? Focusing on Word Order and Case Markers
Jong Myoung Kim, Young-Jun Lee, Yong-Jin Han, Ho-Jin Choi, Sangkeun Jung
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Dated Data: Tracing Knowledge Cutoffs in Large Language Models
Jeffrey Cheng, Marc Marone, Orion Weller, Dawn Lawrie, Daniel Khashabi, Benjamin Van Durme
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification
Yujia Hu, Zhiqiang Hu, Chun Wei Seah, Roy Ka-Wei Lee
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs
Jingzhe Shi, Jialuo Li, Qinwei Ma, Zaiwen Yang, Huan Ma, Lei Li
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
TMMLU+: An Improved Traditional Chinese Evaluation Suite for Foundation Models
Zhi Rui Tam, Ya Ting Pai, Yen-Wei Lee, Hong-Han Shuai, Jun-Da Chen, Wei Min Chu, Sega Cheng
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Agent-DocEdit: Language-Instructed LLM Agent for Content-Rich Document Editing
Te-Lin Wu, Rajiv Jain, Yufan Zhou, Puneet Mathur, Vlad I Morariu
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
Hanshi Sun, Zhuoming Chen, Xinyu Yang, Yuandong Tian, Beidi Chen
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Reasoning about concepts with LLMs: Inconsistencies abound
Rosario Uceda Sosa, Karthikeyan Natesan Ramamurthy, Maria Chang, Moninder Singh
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
STaR-GATE: Teaching Language Models to Ask Clarifying Questions
Chinmaya Andukuri, Jan-Philipp Fränken, Tobias Gerstenberg, Noah Goodman
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
An Yan, Zhengyuan Yang, Junda Wu, Wanrong Zhu, Jianwei Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Julian McAuley, Jianfeng Gao, Lijuan Wang
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
Your Context Is Not an Array: Unveiling Random Access Limitations in Transformers
MohammadReza Ebrahimi, Sunny Panchal, Roland Memisevic
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone
CATS: Context-Aware Thresholding for Sparsity in Large Language Models
Donghyun Lee, Jaeyong Lee, Genghan Zhang, Mo Tiwari, Azalia Mirhoseini
- Published: 10 Jul 2024, Last Modified: 26 Aug 2024
- COLM
- Readers: Everyone