Year of Publication: 2023 |
"A comprehensive evaluation of large language models on legal judgment prediction" by SHUI, Ruihao; CAO, Yixin; WANG, Xiang; CHUA, Tat-Seng, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, Association for Computational Linguistics, 7337 - 7348, Singapore. Publication Link |
"Attack prompt generation for red teaming and defending large language models" by DENG, Boyi; WANG, Wenjie; FENG, Fuli; DENG, Yang; WANG, Qifan; HE, Xiangnan, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 2176 - 2189, USA. Publication Link |
"Beyond factuality: A comprehensive evaluation of large language models as knowledge generators" by CHEN, Liang; DENG, Yang; BIAN, Yatao; QIN, Zeyu; WU, Bingzhe; CHUA, Tat-Seng; WONG, Kam-Fai, 9798891760608, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, December 6-10, Association for Computational Linguistics, 6325 - 6341, Texas. Publication Link |
"ClusterPrompt: Cluster semantic enhanced prompt learning for new intent discovery" by LIANG, Jinggui; LIAO, Lizi, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 10468 - 10481, SIngapore. Publication Link |
"CoVariance-based causal debiasing for entity and relation extraction" by REN, Lin; LIU, Yongbin; CAO, Yixin; OUYANG, Chunping, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, Association for Computational Linguistics, 2627 - 2640, Singapore. Publication Link |
"Cue-CoT: Chain-of-thought prompting for responding to in-depth dialogue questions with LLMs" by WANG, Hongru; WANG, Rui; MI, Fei; DENG, Yang; WANG, Zezhong; LIANG, Bin; XU, Ruifeng; WONG, Kam-Fai, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 12047 - 12064, USA. Publication Link |
"DepWiGNN: A depth-wise graph neural network for multi-hop spatial reasoning in text" by LI, Shuaiyi; DENG, Yang; LAM, Wai, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 6459 - 6471, USA. Publication Link |
"Disentangling transformer language models as superposed topic models" by LIM, Jia Peng; LAUW, Hady, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, December 6-10, ACL, 8646 - 8666, Singapore. Publication Link |
"End-to-end task-oriented dialogue: A survey of tasks, methods, and future directions" by QIN, Libo; PAN, Wenbo; CHEN, Qiguang; LIAO, Lizi; YU, Zhou; ZHANG, Yue; CHE, Wanxiang; LI, Min, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics (ACL), 5925 - 5941, Stroudsburg, PA. Publication Link |
"Examining the Inter-consistency of large language models: An in-depth analysis via debate" by XIONG, Kai; DING, Xiao; CAO, Yixin; LIU, Ting; QIN, Bing, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, Association for Computational Linguistics, 1 - 19, Singapore. Publication Link |
"FlowPG: Action-constrained policy gradient with normalizing flows" by BRAHMANAGE, Janaka Chathuranga; LING, Jiajing; KUMAR, Akshat, 2023, Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, December 10-16, NeurIPS, 1 - 15, New Orleans. Publication Link |
"Large language models as source planner for personalized knowledge-grounded dialogues" by WANG, Hongru; HU, Minda; DENG, Yang; WANG, Rui; MI, Fei; WANG, Weichao; WANG, Yasheng; KWAN, Wai-Chung; KING, Irwin; WONG, Kam-Fai, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 9556 - 9569, USA. Publication Link |
"LLM-adapters: An adapter family for parameter-efficient fine-tuning of large language models" by HU, Zhiqiang; WANG, Lei; LAN, Yihuai; XU, Wanyu; LIM, Ee-Peng; BING, Lidong; XU, Xing; PORIA, Soujanya; LEE, Roy Ka-Wei, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics, 5254 - 5276, Stroudsburg, PA. Publication Link |
"LLM4Vis: Explainable visualization recommendation using ChatGPT" by WANG, Lei; ZHANG, Songheng; WANG, Yun; LIM, Ee-Peng; WANG, Yong, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics, 675 - 692, Stroudsburg, PA. Publication Link |
"MolCA: Molecular graph-language modeling with cross-modal projector and uni-modal adapter" by LIU, Zhiyuan; LI, Sihang; LUO, Yanchen; FEI, Hao; CAO, Yixin; KAWAGUCHI, Kenji; WANG, Xiang; CHUA, Tat-Seng, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, December 6-10, Association for Computational Linguistics, 15623 - 15638, Singapore. Publication Link |
"Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration" by DENG, Yang; LIAO, Lizi; CHEN, Liang; WANG, Hongru; LEI, Wenqiang; CHUA, Tat-Seng, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 10602 - 10621, Singapore. Publication Link |
"Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration" by DENG, Yang; LIAO, Lizi; CHEN, Liang; WANG, Hongru; LEI, Wenqiang; CHUA, Tat-Seng, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 10602 - 10621, Texas. Publication Link |
"Reinforced target-driven conversational promotion" by DAO, Huy Quang; LIAO, Lizi; LE, Dung D.; NIE, Yuxiang, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics, 12583 - 12596, Stroudsburg, PA. Publication Link |
"Robust prompt optimization for large language models against distribution shifts" by LI, Moxin; WANG, Wenjie; FENG, Fuli; CAO, Yixin; ZHANG, Jizhi; CHUA, Tat-Seng, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics, 1539 - 1554, Stroudsburg, PA. Publication Link |
"ROME: Evaluating pre-trained vision-language models on reasoning beyond visual common sense" by ZHOU, Kankan; LAI, Eason; AU YEONG, Wei Bin; MOURATIDIS, Kyriakos; JIANG, Jing, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, Association for Computational Linguistics, 10185 - 10197, Singapore. Publication Link |
"Unifying text, tables, and images for multimodal question answering" by LUO, Haohao; SHEN, Ying; DENG, Yang, 9798891760615, 2023, Proceeding of the 2023 Findings of the Association for Computational Linguistics, Singapore, December 6-10, Association for Computational Linguistics, 9355 - 9367, Texas. Publication Link |
"WSDMS: Debunk fake news via weakly supervised detection of misinforming sentences with contextualized social wisdom" by YANG, Ruichao; GAO, Wei; MA, Jing; LIN, Hongzhan; YANG, Zhiwei, 9798891760608, 2023, 2023 Conference on Empirical Methods in Natural Language Processing: Singapore, December 6-10: Proceedings, Association for Computational Linguistics, 1525 - 1538, Stroudsburg, PA. Publication Link |
"C³: Code clone-based identification of duplicated components" by YANG, Yanming; ZOU, Ying; HU, Xing; LO, David; NI, Chao; GRUNDY, John C.; XIA, Xin:, 9798400703270, 2023, ESEC/FSE '23: Proceedings of ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 1832 - 1843, New York. Publication Link |
"DistXplore: Distribution-guided testing for evaluating and enhancing deep learning systems" by WANG, Longtian; XIE, Xiaofei; DU, Xiaoning; TIAN, Meng; GUO, Qing; YANG, Zheng; SHEN, Chao, 9798400703270, 2023, ESEC/FSE '23: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 68 - 80, New York. Publication Link |
"Do CONTRIBUTING files provide information about OSS newcomers' onboarding barriers?" by FRONCHETTI, Felipe; SHEPHERD, David; WIESE, Igor; TREUDE, Christoph; GEROSA, Marco; STEINMACHER, Igor, 9798400703270, 2023, ESEC/FSE '23: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 16 - 28, New York. Publication Link |
"Evaluating transfer learning for simplifying GitHub READMEs" by GAO, Haoyu; TREUDE, Christoph; ZAHEDI, Mansooreh, 9798400703270, 2023, ESEC/FSE '23: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 1548 - 1560, New York. Publication Link |
"Learning program semantics for vulnerability detection via vulnerability-specific inter-procedural slicing" by WU, Bozhi; LIU, Shangqing; YANG, Xiao; LI, Zhiming; SUN, Jun; LIN, Shang-Wei, 9798400703270, 2023, ESEC/FSE '23: Proceedings of ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 1371 - 1383, New York. Publication Link |
"Lessons from the long tail: Analysing unsafe dependency updates across software ecosystems" by WATTANAKRIENGKRAI, Supatsara; KULA, Raula; TREUDE, Christoph; MATSUMOTO, Kenichi, 9798400703270, 2023, ESEC/FSE '23: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 2077 - 2081, New York. Publication Link |
"On the usage of continual learning for out-of-distribution generalization in pre-trained language models of code" by WEYSSOW, Martin; ZHOU, Xin; KIM, Kisub; LO, David; SAHRAOUI, Houari A., 9798400703270, 2023, ESEC/FSE '23: Proceedings of ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 1470 - 1482, New York. Publication Link |
"Software architecture in practice: Challenges and opportunities" by WAN, Zhiyuan; ZHANG, Yun; XIA, Xin; JIANG, Yi; LO, David, 9798400703270, 2023, ESEC/FSE '23: Proceedings of ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, San Francisco, December 3-9, ACM, 1457 - 1469, New York. Publication Link |