| 2023 | PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems. | Bryan Wilie, Yan Xu, Willy Chung, Samuel Cahyawijaya, Holy Lovenia, Pascale Fung |
| 2023 | Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach. | Yibo Wang, Wenting Zhao, Yao Wan, Zhongfen Deng, Philip S. Yu |
| 2023 | 24-bit Languages. | Yiran Wang, Taro Watanabe, Masao Utiyama, Yuji Matsumoto |
| 2023 | MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging. | Hongru Wang, Zezhong Wang, Wai Chung Kwan, Kam-Fai Wong |
| 2023 | Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. | Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen |
| 2023 | FastRAT: Fast and Efficient Cross-lingual Text-to-SQL Semantic Parsing. | Pavlos Vougiouklis, Nikos Papasarantopoulos, Danna Zheng, David Tuckey, Chenxin Diao, Zhili Shen, Jeff Z. Pan |
| 2023 | A Multimodal Analysis of Influencer Content on Twitter. | Danae Snchez Villegas, Catalina Goanta, Nikolaos Aletras |
| 2023 | We Need to Talk About Classification Evaluation Metrics in NLP. | Peter Vickers, Loc Barrault, Emilio Monti, Nikolaos Aletras |
| 2023 | Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish. | Arda Uzunoglu, Gzde Gl Sahin |
| 2023 | Valla: Standardizing and Benchmarking Authorship Attribution and Verification Through Empirical Evaluation and Comparative Analysis. | Jacob Tyo, Bhuwan Dhingra, Zachary C. Lipton |
| 2023 | What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples. | Shakila Mahjabin Tonni, Mark Dras |
| 2023 | RECESS: Resource for Extracting Cause, Effect, and Signal Spans. | Fiona Anting Tan, Hansi Hettiarachchi, Ali Hrriyetoglu, Nelleke Oostdijk, Tommaso Caselli, Tadashi Nomoto, Onur Uca, Farhana Ferdousi Liza, See-Kiong Ng |
| 2023 | Reimagining Complaint Analysis: Adopting Seq2Path for a Generative Text-to-Text Framework. | Apoorva Singh, Raghav Jain, Sriparna Saha |
| 2023 | Generation of Korean Offensive Language by Leveraging Large Language Models via Prompt Design. | Jisu Shin, Hoyun Song, Huije Lee, Fitsum Gaim, Jong Park |
| 2023 | Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls. | Ming-Xuan Shi, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2023 | Who Are All The Stochastic Parrots Imitating? They Should Tell Us! | Sagi Shaier, Lawrence Hunter, Katharina Kann |
| 2023 | Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems. | Sagi Shaier, Kevin Bennett, Lawrence Hunter, Katharina Kann |
| 2023 | Question Answer Generation in Bengali: Mitigating the scarcity of QA datasets in a low-resource language. | Md Shihab Shahriar, Ahmad Al Fayad Chowdhury, Md. Amimul Ehsan, Abu Raihan M. Kamal |
| 2023 | Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation. | Teven Le Scao, Claire Gardent |
| 2023 | Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? | Pratik Saini, Tapas Nayak, Indrajit Bhattacharya |
| 2023 | Conversation Style Transfer using Few-Shot Learning. | Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth |
| 2023 | Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning. | Mrinal Rawat, Hithesh Sankararaman, Victor Barrs |
| 2023 | Sentiment Aided Graph Attentive Contextualization for Task Oriented Negotiation Dialogue Generation. | Aritra Raut, Sriparna Saha, Anutosh Maitra, Roshni R. Ramnani |
| 2023 | A Text-to-Text Model for Multilingual Offensive Language Identification. | Tharindu Ranasinghe, Marcos Zampieri |
| 2023 | Template Filling for Controllable Commonsense Reasoning. | Dheeraj Rajagopal, Vivek Khetan, Bogdan Sacaleanu, Anatole Gershman, Andrew E. Fano, Eduard H. Hovy |