- 2023
- Yuanxing Liu
, Weinan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che:
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. EMNLP (Findings) 2023: 9587-9605 - Meizhen Liu, Xu Guo, Jiakai He, Jianye Chen, Fengyu Zhou, Siu Cheung Hui:
InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer. EMNLP (Findings) 2023: 5035-5049 - Sunkyung Lee, Minjin Choi, Jongwuk Lee:
GLEN: Generative Retrieval via Lexical Index Learning. EMNLP 2023: 7693-7704 - Peter Jansen:
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions. EMNLP (Findings) 2023: 12972-12990 - Takashi Wada, Timothy Baldwin, Jey Han Lau:
Unsupervised Lexical Simplification with Context Augmentation. EMNLP (Findings) 2023: 9368-9379 - Michael Hanna, Yonatan Belinkov, Sandro Pezzelle:
When Language Models Fall in Love: Animacy Processing in Transformer Language Models. EMNLP 2023: 12120-12135 - Yi Fung, Tuhin Chakrabarty, Hao Guo, Owen Rambow, Smaranda Muresan, Heng Ji:
NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. EMNLP 2023: 15217-15230 - Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che:
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. EMNLP 2023: 2695-2709 - Yucheng Li, Bo Dong, Frank Guerin, Chenghua Lin:
Compressing Context to Enhance Inference Efficiency of Large Language Models. EMNLP 2023: 6342-6353 - Yichuan Li, Kaize Ding, Kyumin Lee:
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs. EMNLP (Findings) 2023: 2745-2757 - Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz:
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting. EMNLP (Findings) 2023: 5985-6006 - Mutian He, Philip N. Garner:
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation. EMNLP (Findings) 2023: 4408-4423 - Jiaxin Huang, Shixiang Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han:
Large Language Models Can Self-Improve. EMNLP 2023: 1051-1068 - Yuanyuan Lei, Ruihong Huang:
Discourse Structures Guided Fine-grained Propaganda Identification. EMNLP 2023: 331-342 - Yuanyuan Lei, Ruihong Huang:
Identifying Conspiracy Theories News based on Event Relation Graph. EMNLP (Findings) 2023: 9811-9822 - Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Xiaohu Liu:
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. EMNLP (Findings) 2023: 6864-6876 - Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati:
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. EMNLP 2023: 14317-14332 - Vivek Gupta, Pranshu Kandoi, Mahek Bhavesh Vora, Shuo Zhang, Yujie He, Ridho Reinanda, Vivek Srikumar:
TempTabQA: Temporal Question Answering for Semi-Structured Tables. EMNLP 2023: 2431-2453 - Houquan Zhou
, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang:
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. EMNLP (Findings) 2023: 7393-7405 - Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael:
Text-Transport: Toward Learning Causal Effects of Natural Language. EMNLP 2023: 1288-1304 - Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma:
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. EMNLP (Findings) 2023: 592-606 - Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao
, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li:
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. EMNLP 2023: 5925-5941 - Apoorv Khandelwal, Ellie Pavlick, Chen Sun:
Analyzing Modular Approaches for Visual Question Decomposition. EMNLP 2023: 2590-2603 - Yilun Zhao, Zhenting Qi, Linyong Nan, Boyu Mi, Yixin Liu, Weijin Zou, Simeng Han, Ruizhe Chen, Xiangru Tang, Yumo Xu, Dragomir Radev, Arman Cohan:
QTSumm: Query-Focused Summarization over Tabular Data. EMNLP 2023: 1157-1172 - Jiaying Lu
, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang:
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. EMNLP (Findings) 2023: 5332-5346 - Shubham Mittal, Megha Sundriyal, Preslav Nakov:
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media. EMNLP 2023: 3887-3902 - Karen Zhou, Chenhao Tan:
Entity-Based Evaluation of Political Bias in Automatic Summarization. EMNLP (Findings) 2023: 10374-10386 - Wang Zhu, Jesse Thomason, Robin Jia:
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering. EMNLP 2023: 8845-8860 - Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata:
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models. EMNLP 2023: 3847-3860 - Yuwei Zhang, Zihan Wang, Jingbo Shang:
ClusterLLM: Large Language Models as a Guide for Text Clustering. EMNLP 2023: 13903-13920