- Xingwei He, A-Long Jin, Jun Ma, Yuan Yuan, Siu Ming Yiu:
PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models. EMNLP (Findings) 2023: 9960-9976 - Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim, Kyomin Jung:
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation. EMNLP 2023: 16825-16839 - Youngwon Lee, Jinu Lee, Seung-won Hwang:
Learning to Rank Generation with Pairwise Partial Rewards. EMNLP 2023: 6078-6092 - Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu:
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. EMNLP 2023: 11017-11031 - Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis:
NameGuess: Column Name Expansion for Tabular Data. EMNLP 2023: 13276-13290 - Hongru Wang, Rui Wang, Fei Mi, Yang Deng, Zezhong Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong:
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs. EMNLP (Findings) 2023: 12047-12064 - Jinpeng Li, Zekai Zhang, Xiuying Chen, Dongyan Zhao, Rui Yan:
Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. EMNLP (Findings) 2023: 7144-7157 - Xiao Pu, Jingyu Zhang, Xiaochuang Han, Yulia Tsvetkov, Tianxing He:
On the Zero-Shot Generalization of Machine-Generated Text Detectors. EMNLP (Findings) 2023: 4799-4808 - Feng Zhao, Hongzhi Zou, Cheng Yan:
Structure-aware Knowledge Graph-to-text Generation with Planning Selection and Similarity Distinction. EMNLP 2023: 8693-8703 - Jiachang Liu, Qi Zhang, Chongyang Shi, Usman Naseem
, Shoujin Wang, Liang Hu, Ivor W. Tsang
:
Causal Intervention for Abstractive Related Work Generation. EMNLP (Findings) 2023: 2148-2159 - Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang:
InsightPilot: An LLM-Empowered Automated Data Exploration System. EMNLP (Demos) 2023: 346-352 - Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell:
Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective. EMNLP 2023: 808-830 - Gaurav Maheshwari, Aurélien Bellet, Pascal Denis, Mikaela Keller:
Fair Without Leveling Down: A New Intersectional Fairness Definition. EMNLP 2023: 9018-9032 - Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi:
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. EMNLP 2023: 16780-16793 - Chengcheng Han, Xiaowei Du, Che Zhang, Yixin Lian, Xiang Li, Ming Gao, Baoyuan Wang:
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models. EMNLP 2023: 8055-8068 - Yan Zhang, Zhaopeng Feng, Zhiyang Teng, Zuozhu Liu, Haizhou Li:
How Well Do Text Embedding Models Understand Syntax? EMNLP (Findings) 2023: 9717-9728 - Daniel Russo, Shane P. Kaszefski-Yaschuk, Jacopo Staiano, Marco Guerini:
Countering Misinformation via Emotional Response Generation. EMNLP 2023: 11476-11492 - Tianyu Yang, Thy Thy Tran, Iryna Gurevych:
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation. EMNLP (Findings) 2023: 4718-4735 - Haoyu Wang, Yaqing Wang, Tianci Liu, Tuo Zhao, Jing Gao:
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference. EMNLP (Findings) 2023: 4283-4294 - Haoyu Wang, Yaqing Wang, Huaxiu Yao, Jing Gao:
Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding. EMNLP (Findings) 2023: 12426-12436 - Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han:
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. EMNLP (Demos) 2023: 389-402 - Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein, Robyn Perry, Apurva Joshi, Justin Hugues-Nuger, Samuel Lou, Navid Chowdhury:
Speakerly: A Voice-based Writing Assistant for Text Composition. EMNLP (Industry Track) 2023: 396-407 - Tin Nguyen, Jiannan Xu, Aayushi Roy, Hal Daumé III, Marine Carpuat:
Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators. EMNLP 2023: 9696-9717 - Zheng Zhao
, Yftah Ziser, Bonnie Webber, Shay B. Cohen:
A Joint Matrix Factorization Analysis of Multilingual Representations. EMNLP (Findings) 2023: 12764-12783 - Haoyu Wang, Hongming Zhang, Yueguan Wang, Yuqian Deng, Muhao Chen, Dan Roth:
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. EMNLP 2023: 4048-4056 - Sheng Xu, Peifeng Li, Qiaoming Zhu:
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities. EMNLP 2023: 15440-15452 - Palak Jain, Livio Soares, Tom Kwiatkowski:
1-PAGER: One Pass Answer Generation and Evidence Retrieval. EMNLP (Findings) 2023: 14529-14543 - Sanjay Agrawal, Vivek Sembium, Ankith M. S:
KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation. EMNLP (Industry Track) 2023: 131-141 - Hongyu Zhao, Kangrui Wang, Mo Yu, Hongyuan Mei:
Explicit Planning Helps Language Models in Logical Reasoning. EMNLP 2023: 11155-11173 - Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Shutong Feng, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang:
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. EMNLP (Demos) 2023: 106-123