A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding. - Changliang Li; Liang Li; Ji Qi 003 (EMNLP, 2018)

Building Corpus with Emoticons for Sentiment Analysis. - Changliang Li; Yongguan Wang; Changsong Li; Ji Qi 003; Pengyuan Liu 001 (NLPCC (2), 2018)

Using GAN to Generate Sport News from Live Game Stats. - Changliang Li; Yixin Su 001; Ji Qi 003; Min Xiao (ICCC, 2019)

DiaKG: An Annotated Diabetes Dataset for Medical Knowledge Graph Construction. - Dejie Chang; Mosha Chen; Chaozhen Liu; Liping Liu; Dongdong Li; Wei Li 205; Fei Kong; Bangchang Liu; Xiaobin Luo; Ji Qi 003; Qiao Jin 001; Bin Xu 001 (CCKS, 2021)

Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness. - Yan Kong; Bin Xu 001; Bowen Zhao 004; Ji Qi 003 (PAKDD (1), 2021)

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms. - Jinxin Liu 002; Jiaxin Shi; Ji Qi 003; Lei Hou 001; Juanzi Li; Qi Tian (EMNLP (Findings), 2022)

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. - Ji Qi 003; Yuxiang Chen; Lei Hou 001; Juanzi Li; Bin Xu 001 (EMNLP (Findings), 2022)

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction. - Ji Qi 003; Bin Xu 001; Kaisheng Zeng; Jinxin Liu 002; Jifan Yu; Qi Gao; Juanzi Li; Lei Hou 001 (CoRR, 2022)

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. - Ji Qi 003; Jifan Yu; Teng Tu; Kunyu Gao; Yifan Xu; Xinyu Guan; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li; Jie Tang 001 (CIKM, 2023)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. - Ji Qi 003; Chuchun Zhang; Xiaozhi Wang; Kaisheng Zeng; Jifan Yu; Jinxin Liu 002; Lei Hou 001; Juanzi Li; Xu Bin (EMNLP, 2023)

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. - Ji Qi 003; Jifan Yu; Teng Tu; Kunyu Gao; Yifan Xu; Xinyu Guan; Xiaozhi Wang; Yuxiao Dong; Bin Xu 001; Lei Hou 001; Juanzi Li; Jie Tang 001; et al. (CoRR, 2023)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. - Ji Qi 003; Chuchun Zhang; Xiaozhi Wang; Kaisheng Zeng; Jifan Yu; Jinxin Liu 002; Jiuding Sun; Yuxiang Chen; Lei How; Juanzi Li; Bin Xu 001 (CoRR, 2023)

BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation. - Ji Qi 003; Kaixuan Ji; Jifan Yu; Duokang Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2023)

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment. - Ji Qi 003; Kaixuan Ji; Xiaozhi Wang; Jifan Yu; Kaisheng Zeng; Lei Hou 001; Juanzi Li; Bin Xu 001 (CoRR, 2023)

CogVLM: Visual Expert for Pretrained Language Models. - Weihan Wang; Qingsong Lv; Wenmeng Yu; Wenyi Hong; Ji Qi 003; Yan Wang 120; Junhui Ji; Zhuoyi Yang; Lei Zhao; Xixuan Song; Jiazheng Xu; Bin Xu 001; et al. (CoRR, 2023)

LongAlign: A Recipe for Long Context Alignment of Large Language Models. - Yushi Bai; Xin Lv; Jiajie Zhang; Yuze He; Ji Qi 003; Lei Hou 001; Jie Tang 001; Yuxiao Dong; Juanzi Li (EMNLP (Findings), 2024)

MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification. - Kai Sun; Yushi Bai; Ji Qi 003; Lei Hou 001; Juan-Zi Li (EMNLP (Findings), 2024)

KoLA: Carefully Benchmarking World Knowledge of Large Language Models. - Jifan Yu; Xiaozhi Wang; Shangqing Tu; Shulin Cao; Daniel Zhang-Li; Xin Lv; Hao Peng 015; Zijun Yao 002; Xiaohan Zhang; Hanming Li; Chunyang Li; Zheyuan Zhang; et al. (ICLR, 2024)

CogVLM: Visual Expert for Pretrained Language Models. - Weihan Wang; Qingsong Lv; Wenmeng Yu; Wenyi Hong; Ji Qi 003; Yan Wang 120; Junhui Ji; Zhuoyi Yang; Lei Zhao; Xixuan Song; Jiazheng Xu; Keqin Chen; et al. (NeurIPS, 2024)

CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations. - Ji Qi 003; Ming Ding 004; Weihan Wang; Yushi Bai; Qingsong Lv; Wenyi Hong; Bin Xu 001; Lei Hou 001; Juanzi Li; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

LVBench: An Extreme Long Video Understanding Benchmark. - Weihan Wang; Zehai He; Wenyi Hong; Yean Cheng; Xiaohan Zhang; Ji Qi 003; Shiyu Huang 001; Bin Xu 001; Yuxiao Dong; Ming Ding 004; Jie Tang 001 (CoRR, 2024)

CogVLM2: Visual Language Models for Image and Video Understanding. - Wenyi Hong; Weihan Wang; Ming Ding 004; Wenmeng Yu; Qingsong Lv; Yan Wang 120; Yean Cheng; Shiyu Huang 001; Junhui Ji; Zhao Xue; Lei Zhao; Zhuoyi Yang; et al. (CoRR, 2024)

CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning. - Ji Qi 003; Ming Ding 004; Weihan Wang; Yushi Bai; Qingsong Lv; Wenyi Hong; Bin Xu 001; Lei Hou 001; Juanzi Li; Yuxiao Dong; Jie Tang 001 (ICLR, 2025)

ExpLLM: Towards Chain of Thought for Facial Expression Recognition. - Xing Lan; Jian Xue; Ji Qi 003; Dongmei Jiang; Ke Lu 002; Tat-Seng Chua (IEEE Trans. Multim., 2025)

An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes. - Ji Qi 003; Yuan Yao 011; Yushi Bai; Bin Xu 001; Juanzi Li; Zhiyuan Liu 001; Tat-Seng Chua (CoRR, 2025)

Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models. - Kai Sun; Yushi Bai; Zhen Yang 034; Jiajie Zhang; Ji Qi 003; Lei Hou 001; Juanzi Li (CoRR, 2025)

TextVidBench: A Benchmark for Long Video Scene Text Understanding. - Yangyang Zhong; Ji Qi 003; Yuan Yao 011; Pengxin Luo; Yunfeng Yan; Donglian Qi; Zhiyuan Liu 001; Tat-Seng Chua (CoRR, 2025)

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning. - Wenyi Hong; Wenmeng Yu; Xiaotao Gu; Guo Wang; Guobing Gan; Haomiao Tang; Jiale Cheng; Ji Qi 003; Junhui Ji; Lihang Pan; Shuaiqi Duan; Weihan Wang; et al. (CoRR, 2025)