| 2024 | Fast Forwarding Low-Rank Training. | Adir Rahamim, Naomi Saphra, Sara Kangaslahti, Yonatan Belinkov |
| 2024 | Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation. | Matthew Raffel, Victor Agostinelli, Lizhong Chen |
| 2024 | Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving. | Xin Quan, Marco Valentino, Louise A. Dennis, Andr Freitas |
| 2024 | EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning. | Yinzhu Quan, Zefang Liu |
| 2024 | Efficient and Interpretable Grammatical Error Correction with Mixture of Experts. | Muhammad Reza Qorib, Alham Fikri Aji, Hwee Tou Ng |
| 2024 | Tag-grounded Visual Instruction Tuning with Retrieval Augmentation. | Daiqing Qi, Handong Zhao, Zijun Wei, Sheng Li |
| 2024 | LONG²RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall. | Zehan Qi, Rongwu Xu, Zhijiang Guo, Cunxiang Wang, Hao Zhang, Wei Xu |
| 2024 | Label Confidence Weighted Learning for Target-level Sentence Simplification. | Xin Ying Qiu, Jingshen Zhang |
| 2024 | Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion. | Chenyu Qiu, Pengjiang Qian, Chuang Wang, Jian Yao, Li Liu, Wei Fang, Eddie Eddie |
| 2024 | SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. | Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon |
| 2024 | PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling. | Huachuan Qiu, Lizhi Ma, Zhenzhong Lan |
| 2024 | CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models. | Zexuan Qiu, Jingjing Li, Shijue Huang, Xiaoqi Jiao, Wanjun Zhong, Irwin King |
| 2024 | SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support. | Huachuan Qiu, Hongliang He, Shuai Zhang, Anqi Li, Zhenzhong Lan |
| 2024 | Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation. | Jirui Qi, Gabriele Sarti, Raquel Fernndez, Arianna Bisazza |
| 2024 | Why Does New Knowledge Create Messy Ripple Effects in LLMs? | Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji |
| 2024 | In-Context Learning with Iterative Demonstration Selection. | Chengwei Qin, Aston Zhang, Chen Chen, Anirudh Dagar, Wenming Ye |
| 2024 | UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models. | Zhanyue Qin, Haochuan Wang, Deyuan Liu, Ziyang Song, Cunhang Fan, Zhao Lv, Jinlin Wu, Zhen Lei, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui |
| 2024 | Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration. | Jeremy Qin, Bang Liu, Quoc Dinh Nguyen |
| 2024 | Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. | Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua |
| 2024 | AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality. | Peijun Qing, Chongyang Gao, Yefan Zhou, Xingjian Diao, Yaoqing Yang, Soroush Vosoughi |
| 2024 | Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval. | Yifan Qiao, Parker Carlson, Shanxiu He, Yingrui Yang, Tao Yang |
| 2024 | TimeR⁴ : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering. | Xinying Qian, Ying Zhang, Yu Zhao, Baohang Zhou, Xuhui Sui, Li Zhang, Kehui Song |
| 2024 | VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation. | Kun Qian, Shunji Wan, Claudia Tang, Youzhi Wang, Xuanming Zhang, Maximillian Chen, Zhou Yu |
| 2024 | What do Large Language Models Need for Machine Translation Evaluation? | Shenbin Qian, Archchana Sindhujan, Minnie Kabra, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe, Frdric Blain |
| 2024 | AnyTrans: Translate AnyText in the Image with Large Scale Models. | Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji |