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EMNLP 2023: Singapore
- Houda Bouamor, Juan Pino, Kalika Bali:
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-060-8 - Frontmatter.
- Zhebin Zhang, Xinyu Zhang, Yuanhang Ren, Saijiang Shi, Meng Han, Yongkang Wu, Ruofei Lai, Zhao Cao:
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions. 1-14 - Yuji Yamamoto, Takuya Matsuzaki:
Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position. 15-28 - Jipeng Qiang, Kang Liu, Ying Li, Yun Li, Yi Zhu, Yun-Hao Yuan, Xiaocheng Hu, Xiaoye Ouyang:
Chinese Lexical Substitution: Dataset and Method. 29-42 - Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji:
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. 43-57 - Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song:
Fine-grained Conversational Decoding via Isotropic and Proximal Search. 58-70 - Nicolas Stefanovitch, Jakub Piskorski:
Holistic Inter-Annotator Agreement and Corpus Coherence Estimation in a Large-scale Multilingual Annotation Campaign. 71-86 - Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein:
PHD: Pixel-Based Language Modeling of Historical Documents. 87-107 - Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi:
Primacy Effect of ChatGPT. 108-115 - Akira Kawabata, Saku Sugawara:
Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension. 116-143 - Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang:
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. 144-157 - Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia, Abraham Toluwase Owodunni, Odunayo Ogundepo, David Ifeoluwa Adelani, Jimmy Lin:
Better Quality Pre-training Data and T5 Models for African Languages. 158-168 - Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron C. Courville, Chuang Gan:
Sparse Universal Transformer. 169-179 - Huao Li, Yu Quan Chong, Simon Stepputtis, Joseph Campbell, Dana T. Hughes, Charles Lewis, Katia P. Sycara:
Theory of Mind for Multi-Agent Collaboration via Large Language Models. 180-192 - Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber-Genzel, Barbara Plank:
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation. 193-203 - Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose, Ryan He, Alex Mei, Yujie Lu, Chinmay Sonar, Michael Saxon, William Yang Wang:
Let's Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought. 204-219 - Md Tawkat Islam Khondaker, Abdul Waheed, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed:
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP. 220-247 - Pan Li, Ping Li, Kai Zhang:
Dual-Channel Span for Aspect Sentiment Triplet Extraction. 248-261 - Zhi Li, Yin Zhang:
Cultural Concept Adaptation on Multimodal Reasoning. 262-276 - Farhan Samir, Miikka Silfverberg:
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection. 277-291 - Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen:
Evaluating Object Hallucination in Large Vision-Language Models. 292-305 - Pengfei Cao, Yupu Hao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao:
Event Ontology Completion with Hierarchical Structure Evolution Networks. 306-320 - Feihu Jin, Jiajun Zhang, Chengqing Zong:
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients. 321-330 - Yuanyuan Lei, Ruihong Huang:
Discourse Structures Guided Fine-grained Propaganda Identification. 331-342 - Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic:
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. 343-359 - Ting Wang, Weidong Chen, Yuanhe Tian, Yan Song, Zhendong Mao:
Improving Image Captioning via Predicting Structured Concepts. 360-370 - Alexander Jones, Isaac Caswell, Orhan Firat, Ishank Saxena:
GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation. 371-405 - Ge Gao, Hung-Ting Chen, Yoav Artzi, Eunsol Choi:
Continually Improving Extractive QA via Human Feedback. 406-423 - Zhuo Chen, Chengyue Jiang, Kewei Tu:
Using Interpretation Methods for Model Enhancement. 424-438 - Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu:
An Expression Tree Decoding Strategy for Mathematical Equation Generation. 439-456 - Yahan Yang, Elior Sulem, Insup Lee, Dan Roth:
Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy. 457-464 - Hokeun Yoon, JinYeong Bak:
Diversity Enhanced Narrative Question Generation for Storybooks. 465-482 - Chengyu Dong, Zihan Wang, Jingbo Shang:
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification. 483-493 - Hang Chen, Xinyu Yang, Jing Luo, Wenjing Zhu:
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning. 494-512 - Qingyi Si, Yuanxin Liu, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang:
Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering. 513-529 - Jeremy R. Cole, Michael J. Q. Zhang, Daniel Gillick, Julian Eisenschlos, Bhuwan Dhingra, Jacob Eisenstein:
Selectively Answering Ambiguous Questions. 530-543 - Dong-Ho Lee, Kian Ahrabian, Woojeong Jin, Fred Morstatter, Jay Pujara:
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning. 544-557 - EunJeong Hwang, Veronika Thost, Vered Shwartz, Tengfei Ma:
Knowledge Graph Compression Enhances Diverse Commonsense Generation. 558-572 - Yiyuan Li, Rakesh R. Menon, Sayan Ghosh, Shashank Srivastava:
Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models. 573-591 - Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng:
LLM-FP4: 4-Bit Floating-Point Quantized Transformers. 592-605 - Chen Tang, Shun Wang, Tomas Goldsack, Chenghua Lin:
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers. 606-618 - Xi Ye, Greg Durrett:
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting. 619-637 - David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà:
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. 638-653 - Dan He, Minh-Quang Pham, Thanh-Le Ha, Marco Turchi:
Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation. 654-670 - Chenxi Whitehouse, Monojit Choudhury, Alham Fikri Aji:
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance. 671-686 - Chenxu Wang, Ping Jian, Mu Huang:
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition. 687-699 - Jiwan Chung, Youngjae Yu:
VLIS: Unimodal Language Models Guide Multimodal Language Generation. 700-721 - Siddharth Suresh, Kushin Mukherjee, Xizheng Yu, Wei-Chun Huang, Lisa Padua, Timothy T. Rogers:
Conceptual structure coheres in human cognition but not in large language models. 722-738 - Yujie Feng, Zexin Lu, Bo Liu, Liming Zhan, Xiao-Ming Wu:
Towards LLM-driven Dialogue State Tracking. 739-755 - Haoyu Zhang, Yu Wang, Guanghao Yin, Kejun Liu, Yuanyuan Liu, Tianshu Yu:
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis. 756-767 - Georgios Pantazopoulos, Malvina Nikandrou, Amit Parekh, Bhathiya Hemanthage, Arash Eshghi, Ioannis Konstas, Verena Rieser, Oliver Lemon, Alessandro Suglia:
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion. 768-789 - Alisa Liu, Zhaofeng Wu, Julian Michael, Alane Suhr, Peter West, Alexander Koller, Swabha Swayamdipta, Noah A. Smith, Yejin Choi:
We're Afraid Language Models Aren't Modeling Ambiguity. 790-807 - Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell:
Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective. 808-830 - Guangsheng Bao, Zebin Ou, Yue Zhang:
GEMINI: Controlling The Sentence-Level Summary Style in Abstractive Text Summarization. 831-842 - Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen:
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation. 843-851 - Jihyung Moon, Dong-Ho Lee, Hyundong Cho, Woojeong Jin, Chan Young Park, Minwoo Kim, Jonathan May, Jay Pujara, Sungjoon Park:
Analyzing Norm Violations in Live-Stream Chat. 852-868 - Harman Singh, Pengchuan Zhang, Qifan Wang, Mengjiao Wang, Wenhan Xiong, Jingfei Du, Yu Chen:
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality. 869-893 - Seungju Han, Junhyeok Kim, Jack Hessel, Liwei Jiang, Jiwan Chung, Yejin Son, Yejin Choi, Youngjae Yu:
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms. 894-914 - Tianhang Zhang, Lin Qiu, Qipeng Guo, Cheng Deng, Yue Zhang, Zheng Zhang, Chenghu Zhou, Xinbing Wang, Luoyi Fu:
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus. 915-932 - Shangbin Feng, Vidhisha Balachandran, Yuyang Bai, Yulia Tsvetkov:
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge. 933-952 - Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. 953-967 - Jerry W. Wei, Le Hou, Andrew K. Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le:
Symbol tuning improves in-context learning in language models. 968-979 - Jon Gauthier, Roger Levy:
The neural dynamics of word recognition and integration. 980-995 - Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang:
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models. 996-1009 - Olivia Huang, Eve Fleisig, Dan Klein:
Incorporating Worker Perspectives into MTurk Annotation Practices for NLP. 1010-1028 - Yue Guo, Chenxi Hu, Yi Yang:
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications. 1029-1038 - Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma:
Look-back Decoding for Open-Ended Text Generation. 1039-1050 - Jiaxin Huang, Shixiang Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han:
Large Language Models Can Self-Improve. 1051-1068 - Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi:
CodeT5+: Open Code Large Language Models for Code Understanding and Generation. 1069-1088 - Alban Petit, Caio F. Corro, François Yvon:
Structural generalization in COGS: Supertagging is (almost) all you need. 1089-1101 - Qizhi Pei, Wei Zhang, Jinhua Zhu, Kehan Wu, Kaiyuan Gao, Lijun Wu, Yingce Xia, Rui Yan:
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations. 1102-1123 - Andrea W. Wen-Yi, David Mimno:
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings. 1124-1131 - Jian Wang, Yi Cheng, Dongding Lin, Chak Tou Leong, Wenjie Li:
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation. 1132-1143 - Pengyu Wang, Linyang Li, Ke Ren, Botian Jiang, Dong Zhang, Xipeng Qiu:
SeqXGPT: Sentence-Level AI-Generated Text Detection. 1144-1156 - 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. 1157-1172 - Jiaxin Ge, Sanjay Subramanian, Trevor Darrell, Boyi Li:
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation. 1173-1185 - Ronald Cardenas, Bingsheng Yao, Dakuo Wang, Yufang Hou:
'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Automatic Science Journalism. 1186-1202 - Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang, Xiyang Dai, Lu Yuan, Yu-Chiang Frank Wang, Kai-Wei Chang:
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following. 1203-1217 - Wenhong Zhu, Hongkun Hao, Rui Wang:
Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation. 1218-1228 - Jianwei Li, Qi Lei, Wei Cheng, Dongkuan Xu:
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models. 1229-1247 - Dave Makhervaks, Plia Gillis, Kira Radinsky:
Clinical Contradiction Detection. 1248-1263 - Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi:
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements. 1264-1287 - Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael:
Text-Transport: Toward Learning Causal Effects of Natural Language. 1288-1304 - Ronak Pradeep, Kai Hui, Jai Gupta, Ádám D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran:
How Does Generative Retrieval Scale to Millions of Passages? 1305-1321 - Jiaxin Wen, Pei Ke, Hao Sun, Zhexin Zhang, Chengfei Li, Jinfeng Bai, Minlie Huang:
Unveiling the Implicit Toxicity in Large Language Models. 1322-1338 - Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? 1339-1384 - Chenghao Xiao, Yizhi Li, G. Thomas Hudson, Chenghua Lin, Noura Al Moubayed:
Length is a Curse and a Blessing for Document-level Semantics. 1385-1396 - Xunjian Yin, Baizhou Huang, Xiaojun Wan:
ALCUNA: Large Language Models Meet New Knowledge. 1397-1414 - Nicholas Collin Suwono, Justin Chih-Yao Chen, Tun-Min Hung, Ting-Hao Huang, I-Bin Liao, Yung-Hui Li, Lun-Wei Ku, Shao-Hua Sun:
Location-Aware Visual Question Generation with Lightweight Models. 1415-1432 - EunJeong Hwang, Vered Shwartz:
MemeCap: A Dataset for Captioning and Interpreting Memes. 1433-1445 - Leshem Choshen, Elad Venezian, Shachar Don-Yehiya, Noam Slonim, Yoav Katz:
Where to start? Analyzing the potential value of intermediate models. 1446-1470 - Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani:
Transcending Scaling Laws with 0.1% Extra Compute. 1471-1486 - Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang:
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. 1487-1505 - Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat:
Optimizing Retrieval-augmented Reader Models via Token Elimination. 1506-1524 - Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Zhiwei Yang:
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom. 1525-1538 - Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua:
Robust Prompt Optimization for Large Language Models Against Distribution Shifts. 1539-1554 - Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West:
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. 1555-1574 - Haoran Xu, Weiting Tan, Shuyue Stella Li, Yunmo Chen, Benjamin Van Durme, Philipp Koehn, Kenton Murray:
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules. 1575-1587 - Jared Fernandez, Jacob Kahn, Clara Na, Yonatan Bisk, Emma Strubell:
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment. 1588-1600 - Mohammadreza Pourreza, Davood Rafiei:
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. 1601-1611 - Simone Conia, Min Li, Daniel Lee, Umar Farooq Minhas, Ihab F. Ilyas, Yunyao Li:
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs. 1612-1634 - Chen Jia, Yue Zhang:
Memory-Based Invariance Learning for Out-of-Domain Text Classification. 1635-1647 - Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu:
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling. 1648-1665 - Jiaqi Li, Chuanyi Zhang, Miaozeng Du, Dehai Min, Yongrui Chen, Guilin Qi:
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction. 1666-1676 - Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. 1677-1690 - Barrett Martin Lattimer, Patrick Chen, Xinyuan Zhang, Yi Yang:
Fast and Accurate Factual Inconsistency Detection Over Long Documents. 1691-1703 - Adi Simhi, Shaul Markovitch:
Interpreting Embedding Spaces by Conceptualization. 1704-1719 - Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang:
Knowledge-Augmented Language Model Verification. 1720-1736 - Yuxuan Hu, Jing Zhang, Haoyang Li, Cuiping Li, Hong Chen:
A Generation-based Deductive Method for Math Word Problems. 1737-1750 - Zeyuan Yang, Peng Li, Yang Liu:
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation. 1751-1777 - Ryan Shea, Zhou Yu:
Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning. 1778-1795 - Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett:
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories. 1796-1812 - Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng:
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. 1813-1829 - Maxime Bouthors, Josep Maria Crego, François Yvon:
Towards Example-Based NMT with Multi-Levenshtein Transformers. 1830-1846 - Afra Feyza Akyürek, Eric Pan, Garry Kuwanto, Derry Wijaya:
DUnE: Dataset for Unified Editing. 1847-1861 - Rishav Hada, Agrima Seth, Harshita Diddee, Kalika Bali:
"Fifty Shades of Bias": Normative Ratings of Gender Bias in GPT Generated English Text. 1862-1876 - Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jing Yao:
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval. 1877-1888 - Ján Cegin, Jakub Simko, Peter Brusilovsky:
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. 1889-1905 - Xing Wu, Guangyuan Ma, Wanhui Qian, Zijia Lin, Songlin Hu:
Query-as-context Pre-training for Dense Passage Retrieval. 1906-1916