Daniel Dahlmeier

48 papers A* 10B 1Misc 1Journal 12Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets. EACL (Industry Track) Jiyuan Shen, Yuan Peiyue, Atin Ghosh, Yifan Mai, Daniel Dahlmeier
2026	J	`jnl`	OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets. CoRR Jiyuan Shen, Peiyue Yuan, Atin Ghosh, Yifan Mai, Daniel Dahlmeier
2026	—	`conf`	Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling. EACL (Volume 1: Long Papers) Weishi Wang, Hengchang Hu, Daniel Dahlmeier
2026	J	`jnl`	Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis. CoRR Penny Chong, Harshavardhan Abichandani, Jiyuan Shen, Atin Ghosh, Min Pyae Moe, Yifan Mai, Daniel Dahlmeier
2025	J	`jnl`	Document Intelligence in the Era of Large Language Models: A Survey. CoRR Weishi Wang, Hengchang Hu, Zhijie Zhang, Zhaochen Li, Hongxin Shao, Daniel Dahlmeier
2025	J	`jnl`	Expanding the Action Space of LLMs to Reason Beyond Language. CoRR Zhongqi Yue, Weishi Wang, Yundaichuan Zhan, Juncheng Li, Daniel Dahlmeier, Fredrik D. Johansson
2025	—	`conf`	Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading. ACL (6) Nicholas Sadjoli, Tim Siefken, Atin Ghosh, Yifan Mai, Daniel Dahlmeier
2023	—	`ch.`	Deep Dive Text Analytics and Natural Language Understanding. European Language Equality José Manuél Gómez-Pérez, Andrés García-Silva, Cristian Berrio, German Rigau, Aitor Soroa, Christian Lieske, Johannes Hoffart, Felix Sasaki, Daniel Dahlmeier, Inguna Skadina, Aivars Berzins, Andrejs Vasiljevs, Teresa Lynn
2019	—	`conf`	An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis. ACL (1) Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2019	J	`jnl`	An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis. CoRR Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	A*	`conf`	Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification. EMNLP Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	J	`jnl`	Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification. CoRR Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	B	`conf`	Effective Attention Modeling for Aspect-Level Sentiment Classification. COLING Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	—	`conf`	Exploiting Document Knowledge for Aspect-level Sentiment Classification. ACL (2) Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	J	`jnl`	Exploiting Document Knowledge for Aspect-level Sentiment Classification. CoRR Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2018	J	`jnl`	Memory networks for fine-grained opinion mining. Artif. Intell. Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2017	—	`conf`	An Unsupervised Neural Attention Model for Aspect Extraction. ACL (1) Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
2017	J	`jnl`	Character-Based Text Classification using Top Down Semantic Model for Sentence Representation. CoRR Zhenzhou Wu, Xin Zheng, Daniel Dahlmeier
2017	A*	`conf`	Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. AAAI Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2017	—	`conf`	From character to document representation with global context awareness. ICCIP Zhenzhou Wu, Xin Zheng, Daniel Dahlmeier
2017	A*	`conf`	Multi-Query Optimization for Complex Event Processing in SAP ESP. ICDE Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He
2017	J	`jnl`	Multi-task Coupled Attentions for Category-specific Aspect and Opinion Terms Co-extraction. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2017	—	`conf`	On the Challenges of Translating NLP Research into Commercial Products. ACL (2) Daniel Dahlmeier
2017	A*	`conf`	Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors. ICDE Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
2016	—	`conf`	Inferring Activities and Optimal Trips: Lessons From Singapore's National Science Experiment. CSDM Asia Barnabé Monnot, Erik Wilhelm, Georgios Piliouras, Yuren Zhou, Daniel Dahlmeier, Hai Yun Lu, Wang Jin
2016	A*	`conf`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. EMNLP Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2016	J	`jnl`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2015	—	`conf`	DEPART: Dynamic Route Planning in Stochastic Time-Dependent Public Transit Networks. ITSC Peng Ni, Hoang Tam Vo, Daniel Dahlmeier, Wentong Cai, Jordan Ivanchev, Heiko Aydt
2014	—	`conf`	A Biclustering-Based Classification Framework for Microarray Analysis. PAKDD Workshops Baljeet Malhotra, Daniel Dahlmeier, Naveen Nandan
2014	—	`conf`	Learning the Peculiar Value of Actions. *SEM@COLING Daniel Dahlmeier
2014	—	`conf`	Not So Unique in the Crowd: a Simple and Effective Algorithm for Anonymizing Location Data. PIR@SIGIR Yi Song, Daniel Dahlmeier, Stéphane Bressan
2014	—	`conf`	Part-of-Speech is (almost) enough: SAP Research & Innovation at the #Microposts2014 NEEL Challenge. #MSM Daniel Dahlmeier, Naveen Nandan, Wang Ting
2014	—	`conf`	SAP-RI: A Constrained and Supervised Approach for Aspect-Based Sentiment Analysis. SemEval@COLING Naveen Nandan, Daniel Dahlmeier, Akriti Vij, Nishtha Malhotra
2014	—	`conf`	SAP-RI: Twitter Sentiment Analysis in Two Days. SemEval@COLING Akriti Vij, Nishtha Malhotra, Naveen Nandan, Daniel Dahlmeier
2013	—	`conf`	Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English. BEA@NAACL-HLT Daniel Dahlmeier, Hwee Tou Ng, Siew Mei Wu
2012	—	`conf`	A Beam-Search Decoder for Grammatical Error Correction. EMNLP-CoNLL Daniel Dahlmeier, Hwee Tou Ng
2012	—	`conf`	Better Evaluation for Grammatical Error Correction. HLT-NAACL Daniel Dahlmeier, Hwee Tou Ng
2012	—	`conf`	NUS at the HOO 2012 Shared Task. BEA@NAACL-HLT Daniel Dahlmeier, Hwee Tou Ng, Eric Jun Feng Ng
2011	A*	`conf`	Better Evaluation Metrics Lead to Better Machine Translation. EMNLP Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
2011	A*	`conf`	Correcting Semantic Collocation Errors with L1-induced Paraphrases. EMNLP Daniel Dahlmeier, Hwee Tou Ng
2011	A*	`conf`	Grammatical Error Correction with Alternating Structure Optimization. ACL Daniel Dahlmeier, Hwee Tou Ng
2011	—	`conf`	NUS at the HOO 2011 Pilot Shared Task. ENLG Daniel Dahlmeier, Hwee Tou Ng, Thanh Phu Tran
2011	—	`conf`	TESLA at WMT 2011: Translation Evaluation and Tunable Metric. WMT@EMNLP Daniel Dahlmeier, Chang Liu, Hwee Tou Ng
2010	J	`jnl`	Domain adaptation for semantic role labeling in the biomedical domain. Bioinform. Daniel Dahlmeier, Hwee Tou Ng
2010	A*	`conf`	PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts. EMNLP Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
2010	—	`conf`	TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis. WMT@ACL Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
2009	A*	`conf`	Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases. EMNLP Daniel Dahlmeier, Hwee Tou Ng, Tanja Schultz
2009	Misc	`conf`	On the practical importance of communication complexity for secure multi-party computation protocols. SAC Florian Kerschbaum, Daniel Dahlmeier, Axel Schröpfer, Debmalya Biswas