Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction. - Xin Li 056; Wai Lam (EMNLP, 2017)

Transformation Networks for Target-Oriented Sentiment Classification. - Xin Li 056; Lidong Bing; Wai Lam; Bei Shi (ACL (1), 2018)

Aspect Term Extraction with History Attention and Selective Transformation. - Xin Li 056; Lidong Bing; Piji Li; Wai Lam; Zhimou Yang (IJCAI, 2018)

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification. - Zheng Li 018; Ying Wei 001; Yu Zhang 006; Xiang Zhang 001; Xin Li 056; Qiang Yang 001 (CoRR, 2018)

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction. - Xin Li 056; Lidong Bing; Piji Li; Wai Lam (AAAI, 2019)

Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification. - Zheng Li 018; Ying Wei 001; Yu Zhang 006; Xiang Zhang 001; Xin Li 056 (AAAI, 2019)

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. - Xin Li 056; Lidong Bing; Wenxuan Zhang 001; Wai Lam (W-NUT@EMNLP, 2019)

Context-Aware Helpfulness Prediction for Online Product Reviews. - Iyiola E. Olatunji; Xin Li 056; Wai Lam (AIRS, 2019)

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning. - Zheng Li 018; Xin Li 056; Ying Wei 001; Lidong Bing; Yu Zhang 006; Qiang Yang 001 (EMNLP/IJCNLP (1), 2019)

Relevance-Promoting Language Model for Short-Text Conversation. - Xin Li 056; Piji Li; Wei Bi; Xiaojiang Liu; Wai Lam (AAAI, 2020)

Enhancing Dialogue Generation via Multi-Level Contrastive Learning. - Xin Li 056; Piji Li; Yan Wang 060; Xiaojiang Liu; Wai Lam (CoRR, 2020)

Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond. - Xin Li 056; Lidong Bing; Wenxuan Zhang 001; Zheng Li 018; Wai Lam (CoRR, 2020)

Towards Generative Aspect-Based Sentiment Analysis. - Wenxuan Zhang 001; Xin Li 056; Yang Deng 002; Lidong Bing; Wai Lam (ACL/IJCNLP (2), 2021)

Multilingual AMR Parsing with Noisy Knowledge Distillation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP (Findings), 2021)

Aspect Sentiment Quad Prediction as Paraphrase Generation. - Wenxuan Zhang 001; Yang Deng 002; Xin Li 056; Yifei Yuan 002; Lidong Bing; Wai Lam (EMNLP (1), 2021)

Aspect-based Sentiment Analysis in Question Answering Forums. - Wenxuan Zhang 001; Yang Deng 002; Xin Li 056; Lidong Bing; Wai Lam (EMNLP (Findings), 2021)

MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER. - Ran Zhou 004; Ruidan He; Xin Li 056; Lidong Bing; Erik Cambria; Luo Si; Chunyan Miao (CoRR, 2021)

Knowledge Based Multilingual Language Model. - Linlin Liu; Xin Li 056; Ruidan He; Lidong Bing; Shafiq R. Joty; Luo Si (CoRR, 2021)

MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER. - Ran Zhou 004; Xin Li 056; Ruidan He; Lidong Bing; Erik Cambria; Luo Si; Chunyan Miao (ACL (1), 2022)

Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP, 2022)

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. - Linlin Liu; Xin Li 056; Ruidan He; Lidong Bing; Shafiq R. Joty; Luo Si (EMNLP, 2022)

ConNER: Consistency Training for Cross-lingual Named Entity Recognition. - Ran Zhou 004; Xin Li 056; Lidong Bing; Erik Cambria; Luo Si; Chunyan Miao (EMNLP, 2022)

Enhancing Cross-lingual Prompting with Mask Token Augmentation. - Meng Zhou; Xin Li 056; Yue Jiang; Lidong Bing (CoRR, 2022)

From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader. - Weiwen Xu; Xin Li 056; Wenxuan Zhang 001; Meng Zhou; Lidong Bing; Wai Lam; Luo Si (CoRR, 2022)

Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning. - Ran Zhou 004; Xin Li 056; Lidong Bing; Erik Cambria; Chunyan Miao (ACL (1), 2023)

AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach. - Jia Guo; Liying Cheng; Wenxuan Zhang 001; Stanley Kok; Xin Li 056; Lidong Bing (ACL (Findings), 2023)

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. - Linlin Liu; Xingxuan Li; Megh Thakkar; Xin Li 056; Shafiq Joty; Luo Si; Lidong Bing (ACL (1), 2023)

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. - Weiwen Xu; Xin Li 056; Yang Deng 002; Wai Lam; Lidong Bing (ACL (1), 2023)

mPMR: A Multilingual Pre-trained Machine Reader at Scale. - Weiwen Xu; Xin Li 056; Wai Lam; Lidong Bing (ACL (2), 2023)

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation. - Meng Zhou; Xin Li 056; Yue Jiang; Lidong Bing (ACL (Findings), 2023)

Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. - Sen Yang 005; Xin Li 056; Lidong Bing; Wai Lam (EMNLP, 2023)

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding. - Hang Zhang; Xin Li 056; Lidong Bing (EMNLP (Demos), 2023)

From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader. - Weiwen Xu; Xin Li 056; Wenxuan Zhang 001; Meng Zhou; Wai Lam; Luo Si; Lidong Bing (NeurIPS, 2023)

SeaLLMs - Large Language Models for Southeast Asia. - Xuan-Phi Nguyen; Wenxuan Zhang 001; Xin Li 056; Mahani Aljunied; Qingyu Tan; Liying Cheng; Guanzheng Chen; Yue Deng 010; Sen Yang 005; Chaoqun Liu; Hang Zhang; Lidong Bing (CoRR, 2023)

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. - Wenxuan Zhang 001; Xin Li 056; Yang Deng 002; Lidong Bing; Wai Lam (IEEE Trans. Knowl. Data Eng., 2023)

Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding. - Sicong Leng; Hang Zhang; Guanzheng Chen; Xin Li 056; Shijian Lu; Chunyan Miao; Lidong Bing (CVPR, 2024)

AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation. - Ziyang Luo; Xin Li 056; Hongzhan Lin 001; Jing Ma 004; Lidong Bing (EMNLP, 2024)

CLEX: Continuous Length Extrapolation for Large Language Models. - Guanzheng Chen; Xin Li 056; Zaiqiao Meng; Shangsong Liang; Lidong Bing (ICLR, 2024)

Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective. - Yongxin Zhu 003; Bocheng Li; Hang Zhang; Xin Li 056; Linli Xu; Lidong Bing (NeurIPS, 2024)

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs. - Zesen Cheng; Sicong Leng; Hang Zhang; Yifei Xin; Xin Li 056; Guanzheng Chen; Yongxin Zhu 003; Wenqi Zhang 001; Ziyang Luo; Deli Zhao; Lidong Bing (CoRR, 2024)

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages. - Wenxuan Zhang 001; Hou Pong Chan; Yiran Zhao 006; Mahani Aljunied; Jianyu Wang; Chaoqun Liu; Yue Deng 010; Zhiqiang Hu; Weiwen Xu; Yew Ken Chia; Xin Li 056; Lidong Bing (CoRR, 2024)

The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio. - Sicong Leng; Yun Xing; Zesen Cheng; Yang Zhou; Hang Zhang; Xin Li 056; Deli Zhao; Shijian Lu; Chunyan Miao; Lidong Bing (CoRR, 2024)

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss. - Zesen Cheng; Hang Zhang; Kehan Li; Sicong Leng; Zhiqiang Hu; Fei Wu; Deli Zhao; Xin Li 056; Lidong Bing (CoRR, 2024)

Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy. - Zesen Cheng; Hang Zhang; Kehan Li; Sicong Leng; Zhiqiang Hu; Fei Wu; Deli Zhao; Xin Li 056; Lidong Bing (CVPR, 2025)

ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark. - Ronghao Dang; Yuqian Yuan; Wenqi Zhang 001; Yifei Xin; Boqiang Zhang; Long Li; Liuyi Wang; Qinyang Zeng; Xin Li 056; Lidong Bing (CVPR, 2025)

VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM. - Yuqian Yuan; Hang Zhang; Wentong Li 001; Zesen Cheng; Boqiang Zhang; Long Li; Xin Li 056; Deli Zhao; Wenqiao Zhang; Yueting Zhuang; Jianke Zhu; Lidong Bing (CVPR, 2025)

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization. - Guanzheng Chen; Xin Li 056; Michael Shieh; Lidong Bing (ICLR, 2025)

Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. - Sen Yang 005; Xin Li 056; Leyang Cui; Lidong Bing; Wai Lam (NAACL (Findings), 2025)

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining. - Wenqi Zhang 001; Hang Zhang; Xin Li 056; Jiashuo Sun; Yongliang Shen 001; Weiming Lu 001; Deli Zhao; Yueting Zhuang; Lidong Bing (CoRR, 2025)

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding. - Boqiang Zhang; Kehan Li; Zesen Cheng; Zhiqiang Hu; Yuqian Yuan; Guanzheng Chen; Sicong Leng; Yuming Jiang 007; Hang Zhang; Xin Li 056; Peng Jin; Wenqi Zhang 001; et al. (CoRR, 2025)

Long-Context Inference with Retrieval-Augmented Speculative Decoding. - Guanzheng Chen; Qilong Feng; Jinjie Ni; Xin Li 056; Michael Qizhe Shieh (CoRR, 2025)

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks. - Wenqi Zhang 001; Mengna Wang; Gangao Liu; Huixin Xu; Yiwei Jiang; Yongliang Shen 001; Guiyang Hou; Zhe Zheng; Hang Zhang; Xin Li 056; Weiming Lu 001; Peng Li 031; et al. (CoRR, 2025)

Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency. - Zhikai Wang; Jiashuo Sun; Wenqi Zhang 001; Zhiqiang Hu; Xin Li 056; Fan Wang 019; Deli Zhao (CoRR, 2025)

EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World? - Yuqian Yuan; Ronghao Dang; Long Li; Wentong Li 001; Dian Jiao; Xin Li 056; Deli Zhao; Fan Wang 019; Wenqiao Zhang; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

WorldVLA: Towards Autoregressive Action World Model. - Jun Cen; Chaohui Yu; Hangjie Yuan; Yuming Jiang 007; Siteng Huang; Jiayan Guo; Xin Li 056; Yibing Song; Hao Luo 004; Fan Wang 019; Deli Zhao; Hao Chen 041 (CoRR, 2025)

Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors. - Haoyu Zhao; Linghao Zhuang; Xingyue Zhao; Cheng Zeng; Haoran Xu; Yuming Jiang 007; Jun Cen; Kexiang Wang; Jiayan Guo; Siteng Huang; Xin Li 056; Deli Zhao; et al. (CoRR, 2025)