Structure-Infused Copy Mechanisms for Abstractive Summarization. - Kaiqiang Song; Lin Zhao; Fei Liu 004 (COLING, 2018)

Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization. - Logan Lebanoff; Kaiqiang Song; Fei Liu 004 (EMNLP, 2018)

Scoring Sentence Singletons and Pairs for Abstractive Summarization. - Logan Lebanoff; Kaiqiang Song; Franck Dernoncourt; Doo Soon Kim; Seokhwan Kim; Walter Chang; Fei Liu 004 (ACL (1), 2019)

Joint Parsing and Generation for Abstractive Summarization. - Kaiqiang Song; Logan Lebanoff; Qipeng Guo; Xipeng Qiu; Xiangyang Xue 001; Chen Li 003; Dong Yu 001; Fei Liu 004 (AAAI, 2020)

Controlling the Amount of Verbatim Copying in Abstractive Summarization. - Kaiqiang Song; Bingqing Wang; Zhe Feng 003; Ren Liu; Fei Liu 004 (AAAI, 2020)

Better Highlighting: Creating Sub-Sentence Summary Highlights. - Sangwoo Cho; Kaiqiang Song; Chen Li 003; Dong Yu 001; Hassan Foroosh; Fei Liu 004 (EMNLP (1), 2020)

Automatic Summarization of Open-Domain Podcast Episodes. - Kaiqiang Song; Fei Liu 004; Chen Li 003; Xiaoyang Wang; Dong Yu 001 (TREC, 2020)

Automatic Summarization of Open-Domain Podcast Episodes. - Kaiqiang Song; Chen Li 003; Xiaoyang Wang; Dong Yu 001; Zhe Feng 003 (CoRR, 2020)

CATE: Computation-aware Neural Architecture Encoding with Transformers. - Shen Yan; Kaiqiang Song; Fei Liu 004; Mi Zhang 002 (ICML, 2021)

A New Approach to Overgenerating and Scoring Abstractive Summaries. - Kaiqiang Song; Bingqing Wang; Zhe Feng 003; Fei Liu 004 (NAACL-HLT, 2021)

CATE: Computation-aware Neural Architecture Encoding with Transformers. - Shen Yan; Kaiqiang Song; Zhe Feng 003; Mi Zhang 002 (CoRR, 2021)

An Efficient Lightweight Neural Network for Remote Sensing Image Change Detection. - Kaiqiang Song; Fengzhi Cui; Jie Jiang 005 (Remote. Sens., 2021)

AGCDetNet: An Attention-Guided Network for Building Change Detection in High-Resolution Remote Sensing Images. - Kaiqiang Song; Jie Jiang 005 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Towards Abstractive Grounded Summarization of Podcast Transcripts. - Kaiqiang Song; Chen Li 003; Xiaoyang Wang; Dong Yu 001; Fei Liu 004 (ACL (1), 2022)

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. - Chao Zhao 002; Wenlin Yao; Dian Yu 001; Kaiqiang Song; Dong Yu 001; Jianshu Chen (ACL (2), 2022)

Toward Unifying Text Segmentation and Long Document Summarization. - Sangwoo Cho; Kaiqiang Song; Xiaoyang Wang; Fei Liu 004; Dong Yu 001 (EMNLP, 2022)

Salience Allocation as Guidance for Abstractive Summarization. - Fei Wang 060; Kaiqiang Song; Hongming Zhang 009; Lifeng Jin; Sangwoo Cho; Wenlin Yao; Xiaoyang Wang; Muhao Chen 001; Dong Yu 001 (EMNLP, 2022)

NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. - Chao Zhao 002; Faeze Brahman; Kaiqiang Song; Wenlin Yao; Dian Yu 001; Snigdha Chaturvedi (EMNLP (Findings), 2022)

Meta-learning without data via Wasserstein distributionally-robust model fusion. - Zhenyi Wang 001; Xiaoyang Wang; Li Shen 008; Qiuling Suo; Kaiqiang Song; Dong Yu 001; Yan Shen 002; Mingchen Gao (UAI, 2022)

Effidit: An Assistant for Improving Writing Efficiency. - Shuming Shi 001; Enbo Zhao; Wei Bi; Deng Cai 002; Leyang Cui; Xinting Huang; Haiyun Jiang; Duyu Tang; Kaiqiang Song; Longyue Wang; Chenyan Huang; Guoping Huang; et al. (ACL (demo), 2023)

Generating User-Engaging News Headlines. - Pengshan Cai; Kaiqiang Song; Sangwoo Cho; Hongwei Wang 010; Xiaoyang Wang; Hong Yu 001; Fei Liu 004; Dong Yu 001 (ACL (1), 2023)

OASum: Large-Scale Open Domain Aspect-based Summarization. - Xianjun Yang; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Xiaoman Pan; Linda R. Petzold; Dong Yu 001 (ACL (Findings), 2023)

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. - Wenlin Yao; Lifeng Jin; Hongming Zhang 009; Xiaoman Pan; Kaiqiang Song; Dian Yu 001; Dong Yu 001; Jianshu Chen (EACL, 2023)

DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Fei Liu 004 (EMNLP, 2023)

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. - James Y. Huang; Wenlin Yao; Kaiqiang Song; Hongming Zhang 009; Muhao Chen 001; Dong Yu 001 (EMNLP, 2023)

PIVOINE: Instruction Tuning for Open-world Entity Profiling. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2023)

Unsupervised Multi-document Summarization with Holistic Inference. - Haopeng Zhang 005; Sangwoo Cho; Kaiqiang Song; Xiaoyang Wang; Hongwei Wang 010; Jiawei Zhang; Dong Yu 001 (IJCNLP (Findings), 2023)

Open-Domain Event Graph Induction for Mitigating Framing Bias. - Siyi Liu; Hongming Zhang 009; Hongwei Wang 010; Kaiqiang Song; Dan Roth; Dong Yu 001 (CoRR, 2023)

Analyzing Influential Factors in Human Preference Judgments via GPT-4. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Fei Liu 004 (CoRR, 2023)

PIVOINE: Instruction Tuning for Open-world Information Extraction. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (CoRR, 2023)

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (CoRR, 2023)

Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention. - Kaiqiang Song; Xiaoyang Wang; Sangwoo Cho; Xiaoman Pan; Dong Yu 001 (CoRR, 2023)

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (ACL (1), 2024)

InFoBench: Evaluating Instruction Following Ability in Large Language Models. - Yiwei Qin; Kaiqiang Song; Yebowen Hu; Wenlin Yao; Sangwoo Cho; Xiaoyang Wang; Xuansheng Wu; Fei Liu 004; Pengfei Liu 003; Dong Yu 001 (ACL (Findings), 2024)

Benchmarking and Improving Long-Text Translation with Large Language Models. - Longyue Wang; Zefeng Du; Wenxiang Jiao; Chenyang Lyu; Jianhui Pang; Leyang Cui; Kaiqiang Song; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (ACL (Findings), 2024)

Event Semantic Classification in Context. - Haoyu Wang 005; Hongming Zhang 009; Kaiqiang Song; Dong Yu 001; Dan Roth (EACL (Findings), 2024)

Skills-in-Context: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2024)

When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Wenlin Yao; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (EMNLP, 2024)

Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets. - Sathish Reddy Indurthi; Wenxuan Zhou; Shamil Chollampatt; Ravi Agrawal; Kaiqiang Song; Lingxiao Zhao; Chenguang Zhu (EMNLP (Findings), 2024)

WPO: Enhancing RLHF with Weighted Preference Optimization. - Wenxuan Zhou; Ravi Agrawal; Shujian Zhang; Sathish Reddy Indurthi; Sanqiang Zhao; Kaiqiang Song; Silei Xu; Chenguang Zhu (EMNLP, 2024)

Polarity Calibration for Opinion Summarization. - Yuanyuan Lei 001; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Ruihong Huang; Dong Yu 001 (NAACL-HLT, 2024)

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. - Fuxiao Liu; Xiaoyang Wang; Wenlin Yao; Jianshu Chen; Kaiqiang Song; Sangwoo Cho; Yaser Yacoob; Dong Yu 001 (NAACL-HLT, 2024)

SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization. - Sangwoo Cho; Kaiqiang Song; Chao Zhao 002; Xiaoyang Wang; Dong Yu 001 (CoRR, 2024)

Can Large Language Models do Analytical Reasoning? - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (CoRR, 2024)

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy. - Tong Wu; Shujian Zhang; Kaiqiang Song; Silei Xu; Sanqiang Zhao; Ravi Agrawal; Sathish Reddy Indurthi; Chong Xiang 001; Prateek Mittal; Wenxuan Zhou (ICLR, 2025)