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ORCIDEMNLP (Findings) 2023: Singapore
- Houda Bouamor, Juan Pino, Kalika Bali:
Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-061-5 - Frontmatter.
- Avshalom Manevich, David Carmel, Nachshon Cohen, Elad Kravi, Ori Shapira:
Multi Document Summarization Evaluation in the Presence of Damaging Content. 1-12 - Bofei Gao, Liang Chen, Peiyi Wang, Zhifang Sui, Baobao Chang:
Guiding AMR Parsing with Reverse Graph Linearization. 13-26 - Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang, Zhi Yu:
Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics. 27-39 - Yash Madhani, Sushane Parthan, Priyanka Bedekar, Gokul NC, Ruchi Khapra, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra:
Aksharantar: Open Indic-language Transliteration datasets and models for the Next Billion Users. 40-57 - Junxiong Wang, Jing Nathan Yan, Albert Gu, Alexander M. Rush:
Pretraining Without Attention. 58-69 - Jungbin Son, Alice Oh:
Time-Aware Representation Learning for Time-Sensitive Question Answering. 70-77 - Daniil Larionov, Jens Grünwald, Christoph Leiter, Steffen Eger:
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics. 78-96 - Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi:
Unsupervised Opinion Summarization Using Approximate Geodesics. 97-112 - Francisco Valentini, Juan Sosa, Diego Fernández Slezak, Edgar Altszyler:
Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics. 113-126 - Ananth Balashankar, Xuezhi Wang, Yao Qin, Ben Packer, Nithum Thain, Ed H. Chi, Jilin Chen, Alex Beutel:
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation. 127-139 - Injy Hamed, Nizar Habash, Thang Vu:
Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study. 140-154 - Yanda Chen, Chen Zhao, Zhou Yu, Kathleen R. McKeown, He He:
On the Relation between Sensitivity and Accuracy in In-Context Learning. 155-167 - Xiangyu Lin, Weijia Jia, Zhiguo Gong:
Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction. 168-180 - Joshua Tanner, Jacob Hoffman:
MWE as WSD: Solving Multiword Expression Identification with Word Sense Disambiguation. 181-193 - Yigong Wang, Zhuoyi Wang, Yu Lin, Jinghui Guo, Sadaf Md. Halim, Latifur Khan:
Dual Contrastive Learning Framework for Incremental Text Classification. 194-206 - Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah:
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards. 207-221 - Urchade Zaratiana, Nadi Tomeh, Niama El Khbir, Pierre Holat, Thierry Charnois:
Filtered Semi-Markov CRF. 222-235 - Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza:
Data Pruning for Efficient Model Pruning in Neural Machine Translation. 236-246 - Arya McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu:
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models. 247-257 - Kunze Wang, Soyeon Caren Han, Josiah Poon:
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion. 258-269 - Junjie Ye
, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang:
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. 270-277 - Zhengxiang Shi, Procheta Sen, Aldo Lipani:
Lexical Entrainment for Conversational Systems. 278-293 - Weiyan Shi, Emily Dinan, Adi Renduchintala, Daniel Fried, Athul Paul Jacob, Zhou Yu, Mike Lewis:
AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies. 294-309 - Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi:
Follow-on Question Suggestion via Voice Hints for Voice Assistants. 310-325 - Soohyeong Kim, Whanhee Cho, Minji Kim, Yong Choi:
Bidirectional Masked Self-attention and N-gram Span Attention for Constituency Parsing. 326-338 - Ye Eun Chun, Sunjae Kwon, Kyunghwan Sohn, Nakwon Sung, Junyoup Lee, Byoung Seo, Kevin Compher, Seung-won Hwang, Jaesik Choi:
CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports. 339-355 - Soo Ryu:
Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT. 356-369 - Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick-Goh-Xin Deik, Ignacio Iacobacci:
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. 370-384 - Alexander Leonhardt, Giuseppe Abrami, Daniel Baumartz, Alexander Mehler:
Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI. 385-399 - Maximilian Mozes, Jessica Hoffmann, Katrin Tomanek, Muhamed Kouate, Nithum Thain, Ann Yuan, Tolga Bolukbasi, Lucas Dixon:
Towards Agile Text Classifiers for Everyone. 400-414 - Fernando Gonzalez Adauto, Zhijing Jin, Bernhard Schölkopf, Tom Hope, Mrinmaya Sachan, Rada Mihalcea:
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good. 415-438 - Bryan Li, Chris Callison-Burch:
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale. 439-454 - Tingfeng Cao, Chengyu Wang, Chuanqi Tan, Jun Huang, Jinhui Zhu:
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension. 455-467 - Dmitri Roussinov, Serge Sharoff:
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification. 468-483 - Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida:
Toward Stronger Textual Attack Detectors. 484-505 - Abdullatif Köksal, Timo Schick, Hinrich Schütze:
MEAL: Stable and Active Learning for Few-Shot Prompting. 506-517 - Jingyi Zhang, Ying Zhang, Yufeng Chen, Jinan Xu:
Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER. 518-530 - Koustava Goswami, Priya Rani, Theodorus Fransen, John P. McCrae:
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages. 531-541 - Ruoxi Sun, Sercan Ö. Arik, Rajarishi Sinha, Hootan Nakhost, Hanjun Dai, Pengcheng Yin, Tomas Pfister:
SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data. 542-550 - Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li:
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks. 551-568 - Magdalena Wolska, Matti Wiegmann, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast:
Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction. 569-576 - Nuo Chen, Qiushi Sun, Jianing Wang, Xiang Li, Ming Gao:
Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning. 577-591 - Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma:
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. 592-606 - Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong:
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. 607-620 - Kaijian Zou, Xinliang Frederick Zhang, Winston Wu, Nicholas Beauchamp, Lu Wang:
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting. 621-632 - Yimu Wang, Peng Shi:
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning. 633-649 - Daniele Comi, Dimitrios Christofidellis, Pier Francesco Piazza, Matteo Manica:
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection. 650-663 - Kun Zhang, Xiexiong Lin, Yuanzhuo Wang, Xin Zhang, Fei Sun, Jianhe Cen, Hexiang Tan, Xuhui Jiang, Huawei Shen:
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation. 664-673 - Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber:
Approximating Two-Layer Feedforward Networks for Efficient Transformers. 674-692 - Zhiqiang Hu, Nancy F. Chen, Roy Ka-Wei Lee:
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer. 693-703 - Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider:
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion. 704-717 - Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend:
Improving Cross-lingual Transfer through Subtree-aware Word Reordering. 718-736 - Chen Liang, Hongliang Li, Changhao Guan, Qingbin Liu, Jian Liu, Jinan Xu, Zhe Zhao:
Novel Slot Detection With an Incremental Setting. 737-746 - Hwiyeol Jo:
Self-supervised Post-processing Method to Enrich Pretrained Word Vectors. 747-757 - James Xu Zhao, Yuxi Xie, Kenji Kawaguchi, Junxian He, Michael Qizhe Xie:
Automatic Model Selection with Large Language Models for Reasoning. 758-783 - Shunya Kato, Shuhei Kurita, Chenhui Chu, Sadao Kurohashi:
ARKitSceneRefer: Text-based Localization of Small Objects in Diverse Real-World 3D Indoor Scenes. 784-799 - Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. 800-814 - Yue Guo, Zian Xu, Yi Yang:
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing. 815-821 - Mobashir Sadat, Zhengyu Zhou, Lukas Lange, Jun Araki, Arsalan Gundroo, Bingqing Wang, Rakesh R. Menon, Md. Rizwan Parvez, Zhe Feng:
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering. 822-835 - Xiangru Jian, Yimu Wang:
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution. 836-865 - Vikas Raunak, Arul Menezes, Hany Hassan Awadalla:
Dissecting In-Context Learning of Translations in GPT-3. 866-872 - Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai:
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. 873-885 - Feng Xie, Xin Song, Xiang Zeng, Xuechen Zhao, Lei Tian, Bin Zhou, Yusong Tan:
MixTEA: Semi-supervised Entity Alignment with Mixture Teaching. 886-896 - Chenye Zhao, Cornelia Caragea:
EZ-STANCE: A Large Dataset for Zero-Shot Stance Detection. 897-911 - Fan Jiang, Qiongkai Xu, Tom Drummond, Trevor Cohn:
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval. 912-931 - Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou:
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. 932-947 - Xin Su, Phillip Howard, Nagib Hakim, Steven Bethard:
Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering. 948-966 - Amos Azaria, Tom M. Mitchell:
The Internal State of an LLM Knows When It's Lying. 967-976 - Zhiguang Gao, Peifeng Li, Feng Jiang, Xiaomin Chu, Qiaoming Zhu:
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization. 977-986 - Qian Li, Cheng Ji, Shu Guo, Zhaoji Liang, Lihong Wang, Jianxin Li:
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment. 987-999 - Jindrich Libovický:
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries. 1000-1010 - Ziqiao Ma, Jacob Sansom, Run Peng, Joyce Chai:
Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models. 1011-1031 - Yucheng Suo, Linchao Zhu, Yi Yang:
Text Augmented Spatial Aware Zero-shot Referring Image Segmentation. 1032-1043 - Ron Yosef, Yonatan Bitton, Dafna Shahaf:
IRFL: Image Recognition of Figurative Language. 1044-1058 - Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang:
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. 1059-1077 - Jun Gao, Liuyu Xiang, Huijia Wu, Han Zhao, Yiqi Tong, Zhaofeng He:
An Adaptive Prompt Generation Framework for Task-oriented Dialogue System. 1078-1089 - Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Saiping Guan, Yutao Zeng, Jiafeng Guo, Xueqi Cheng:
Temporal Knowledge Graph Reasoning Based on N-tuple Modeling. 1090-1100 - Yanrui Du, Sendong Zhao, Haochun Wang, Yuhan Chen, Rui Bai, Zewen Qiang, Muzhen Cai, Bing Qin:
Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making. 1101-1112 - Hao Niu, Yun Xiong, Xiaosu Wang, Wenjing Yu, Yao Zhang, Zhonglei Guo:
Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective. 1113-1126 - Peter West, Ronan Le Bras, Taylor Sorensen, Bill Yuchen Lin, Liwei Jiang, Ximing Lu, Khyathi Raghavi Chandu, Jack Hessel, Ashutosh Baheti, Chandra Bhagavatula, Yejin Choi:
NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation. 1127-1149 - Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu:
In-Context Demonstration Selection with Cross Entropy Difference. 1150-1162 - Emi Baylor, Esther Ploeger, Johannes Bjerva:
The Past, Present, and Future of Typological Databases in NLP. 1163-1169 - Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu:
SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations. 1170-1183 - Haocong Rao, Cyril Leung, Chunyan Miao:
Can ChatGPT Assess Human Personalities? A General Evaluation Framework. 1184-1194 - Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal:
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model. 1195-1210 - Kelong Mao, Zhicheng Dou, Fengran Mo, Jiewen Hou, Haonan Chen, Hongjin Qian:
Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search. 1211-1225 - Forrest Sheng Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li, Minghui Qiu, Youbiao He, Cen Chen:
DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics. 1226-1235 - Ameet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan:
Toxicity in chatgpt: Analyzing persona-assigned language models. 1236-1270 - Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig:
Execution-Based Evaluation for Open-Domain Code Generation. 1271-1290 - Xiangyu Zhang, Yu Zhou, Guang Yang, Taolue Chen:
Syntax-Aware Retrieval Augmented Code Generation. 1291-1302 - Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang:
Selecting Key Views for Zero-Shot Entity Linking. 1303-1312 - Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku:
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term. 1313-1323 - Kundan Krishna, Yao Zhao, Jie Ren, Balaji Lakshminarayanan, Jiaming Luo, Mohammad Saleh, Peter J. Liu:
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise. 1324-1336 - Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu:
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts. 1337-1349 - Almog Gueta, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen:
Knowledge is a Region in Weight Space for Fine-tuned Language Models. 1350-1370 - Pritam Kadasi, Mayank Singh:
Unveiling the Multi-Annotation Process: Examining the Influence of Annotation Quantity and Instance Difficulty on Model Performance. 1371-1388 - Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Yang Wang:
On the Risk of Misinformation Pollution with Large Language Models. 1389-1403 - El Moatez Billah Nagoudi, AbdelRahim A. Elmadany, Ahmed Oumar El-Shangiti, Muhammad Abdul-Mageed:
Dolphin: A Challenging and Diverse Benchmark for Arabic NLG. 1404-1422 - Yujie Fu, Yang Li, Suge Wang, Xiaoli Li, Deyu Li, Jian Liao, Jianxing Zheng:
Hierarchical Enhancement Framework for Aspect-based Argument Mining. 1423-1433 - Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu:
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models. 1434-1447 - Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh:
What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study. 1448-1535 - Pablo Loyola, Edison Marrese-Taylor, Andrés Hoyos Idrobo:
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs. 1536-1542 - Musa Ihtiyar, Ömer Özdemir, Mustafa Erengül, Arzucan Özgür:
A Dataset for Investigating the Impact of Context for Offensive Language Detection in Tweets. 1543-1549 - Manuel R. Ciosici, Alex Hedges, Yash Kankanampati, Justin Martin, Marjorie Freedman, Ralph M. Weischedel:
Remember what you did so you know what to do next. 1550-1562 - Yi-Lin Sung, Linjie Li, Kevin Lin, Zhe Gan, Mohit Bansal, Lijuan Wang:
An Empirical Study of Multimodal Model Merging. 1563-1575 - Melika Behjati, Fabio Fehr, James Henderson:
Learning to Abstract with Nonparametric Variational Information Bottleneck. 1576-1586 - Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin, Xiaozhong Liu, Siliang Tang:
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. 1587-1598 - Lei Lin, Shuangtao Li, Yafang Zheng, Biao Fu, Shan Liu, Yidong Chen, Xiaodong Shi:
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization. 1599-1614 - Maharaj Brahma, Kaushal Maurya, Maunendra Sankar Desarkar:
SelectNoise: Unsupervised Noise Injection to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages. 1615-1629 - Che Chen, Ching Yang, Chun-Yi Lin, Hung-Yu Kao:
Breaking Boundaries in Retrieval Systems: Unsupervised Domain Adaptation with Denoise-Finetuning. 1630-1642 - Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou:
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. 1643-1650 - Charles Torres, Richard Futrell:
Simpler neural networks prefer subregular languages. 1651-1661 - Wei Liu, Songlin Yang, Yoon Kim, Kewei Tu:
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions. 1662-1669 - Qingyuan Tian, Hanlun Zhu, Lei Wang, Yang Li, Yunshi Lan:
R³ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context. 1670-1685 - Sourabh Dattatray Deoghare, Diptesh Kanojia, Frédéric Blain, Tharindu Ranasinghe, Pushpak Bhattacharyya:
Quality Estimation-Assisted Automatic Post-Editing. 1686-1698 - Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Adapter Pruning using Tropical Characterization. 1699-1706 - Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam,