このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。
2024 · NAACL
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt OptimisationYao Lu, Jiayi Wang, Raphael Tang, Sebastian Riedel, Pontus Stenetorp
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic RepresentationsSihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Subspace Representations for Soft Set Operations and Sentence SimilaritiesYoichi Ishibashi, Sho Yokoi, Katsuhito Sudoh, Satoshi Nakamura
Natural Language Processing
日本大学: 京都大学 / 奈良先端科学技術大学院大学 / 東北大学
2024 · NAACL
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual SummarizationJacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
SuperGLEBer: German Language Understanding Evaluation BenchmarkJan Pfister, Andreas Hotho
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language ModelsAldo Carranza, Rezsa Farahani, Natalia Ponomareva, Alexey Kurakin, Matthew Jagielski, Milad Nasr
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TISE: A Tripartite In-context Selection Method for Event Argument ExtractionYanhe Fu, Yanan Cao, Qingyue Wang, Yi Liu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionShuo Li, Sangdon Park, Insup Lee, Osbert Bastani
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TRUE-UIE: Two Universal Relations Unify Information Extraction TasksYucheng Wang, Bowen Yu, Yilin Liu, Shudong Lu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table DecompositionMd Mahadi Hasan Nahid, Davood Rafiei
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TableLlama: Towards Open Large Generalist Models for TablesTianshu Zhang, Xiang Yue, Yifei Li, Huan Sun
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context LearningKazuma Hashimoto, Karthik Raman, Michael Bendersky
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Teaching Language Models to Self-Improve through Interactive DemonstrationsXiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in ConversationTaeyang Yun, Hyunkuk Lim, Jeonghwan Lee, Min Song
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence GenerationHongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The ART of LLM Refinement: Ask, Refine, and TrustKumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Bias Amplification Paradox in Text-to-Image GenerationPreethi Seshadri, Sameer Singh, Yanai Elazar
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer YouthShir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological SegmentationZoey Liu, Bonnie Dorr
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Impact of Depth on Compositional Generalization in Transformer Language ModelsJackson Petty, Sjoerd van Steenkiste, Ishita Dasgupta, Fei Sha, Dan Garrette, Tal Linzen
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity TypingMuzhi Li, Minda Hu, Irwin King, Ho-fung Leung
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human LabelsEve Fleisig, Su Lin Blodgett, Dan Klein, Zeerak Talat
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in EducationPaiheng Xu, Jing Liu, Nathan Jones, Julie Cohen, Wei Ai
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The Role of n-gram Smoothing in the Age of Neural NetworksLuca Malagutti, Andrius Buinovskij, Anej Svete, Clara Meister, Afra Amini, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The steerability of large language models toward data-driven personasJunyi Li, Charith Peris, Ninareh Mehrabi, Palash Goyal, Kai-Wei Chang, Aram Galstyan, Richard Zemel, Rahul Gupta
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any languageJian Zhu, Changbing Yang, Farhan Samir, Jahurul Islam
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language TasksYunqi Zhang, Songda Li, Chunyuan Deng, Luyi Wang, Hui Zhao
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
This Land is Your, My Land: Evaluating Geopolitical Bias in Language Models through Territorial DisputesBryan Li, Samar Haider, Chris Callison-Burch
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight TyingAdithya Renduchintala, Tugrul Konuk, Oleksii Kuchaiev
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
To Tell The Truth: Language of Deception and Language ModelsSanchaita Hazra, Bodhisattwa Prasad Majumder
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource LanguagesBenedikt Ebing, Goran Glavaš
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
ToXCL: A Unified Framework for Toxic Speech Detection and ExplanationNhat M. Hoang, Xuan Long Do, Duc Anh Do, Duc Anh Vu, Luu Anh Tuan
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue SummarizationLiyan Tang, Igor Shalyminov, Amy Wong, Jon Burnsky, Jake Vincent, Yu’an Yang, Siffi Singh, Song Feng, Hwanjun Song, Hang Su, Lijia Sun, Yi Zhang, Saab Mansour, Kathleen McKeown
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source ModelCheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TopicGPT: A Prompt-based Topic Modeling FrameworkChau Minh Pham, Alexander Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv PapersRajiv Movva, Sidhika Balachandar, Kenny Peng, Gabriel Agostini, Nikhil Garg, Emma Pierson
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Toward Informal Language Processing: Knowledge of Slang in Large Language ModelsZhewei Sun, Qian Hu, Rahul Gupta, Richard Zemel, Yang Xu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Toward Interactive Regional Understanding in Vision-Large Language ModelsJungbeom Lee, Sanghyuk Chun, Sangdoo Yun
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Towards Explainability in Legal Outcome Prediction ModelsJosef Valvoda, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Towards Improved Multi-Source Attribution for Long-Form Answer GenerationNilay Patel, Shivashankar Subramanian, Siddhant Garg, Pratyay Banerjee, Amita Misra
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Towards Reducing Diagnostic Errors with Interpretable Risk PredictionDenis McInerney, William Dickinson, Lucy Flynn, Andrea Young, Geoffrey Young, Jan-Willem van de Meent, Byron Wallace
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Transformers Can Represent n-gram Language ModelsAnej Svete, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TriSum: Learning Summarization Ability from Large Language Models with Structured RationalePengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
TrojFSP: Trojan Insertion in Few-shot Prompt TuningMengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-BackdoorsVictoria Graf, Qin Liu, Muhao Chen
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated FeedbackJason Wu, Eldon Schoop, Alan Leung, Titus Barik, Jeffrey Bigham, Jeffrey Nichols
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
UNcommonsense Reasoning: Abductive Reasoning about Uncommon SituationsWenting Zhao, Justin T. Chiu, Jena D. Hwang, Faeze Brahman, Jack Hessel, Sanjiban Choudhury, Yejin Choi, Xiang Lorraine Li, Alane Suhr
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Uncertainty Quantification for In-Context Learning of Large Language ModelsChen Ling, Xujiang Zhao, Xuchao Zhang, Wei Cheng, Yanchi Liu, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Understanding the Capabilities and Limitations of Large Language Models for Cultural CommonsenseSiqi Shen, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Soujanya Poria, Rada Mihalcea
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error CorrectionChenming Tang, Fanyi Qu, Yunfang Wu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through DebiasingYijun Yang, Jie He, Pinzhen Chen, Victor Gutierrez Basulto, Jeff Pan
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language InstructionsSiddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkStephen Mayhew, Terra Blevins, Shuheng Liu, Marek Šuppa, Hila Gonen, Joseph Marvin Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubešić, LJ Miranda, Barbara Plank, Arij Riabi, Yuval Pinter
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Universal Prompt Optimizer for Safe Text-to-Image GenerationZongyu Wu, Hongcheng Gao, Yueze Wang, Xiang Zhang, Suhang Wang
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationZhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Unlocking Emergent Modularity in Large Language ModelsZihan Qiu, Zeyu Huang, Jie Fu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Unveiling the Generalization Power of Fine-Tuned Large Language ModelsHaoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng-Ann Heng, Wai Lam
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human ValueJing Yao, Xiaoyuan Yi, Yifan Gong, Xiting Wang, Xing Xie
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
VertAttack: Taking Advantage of Text Classifiers’ Horizontal VisionJonathan Rusert
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction OptimizationDongsheng Zhu, Xunzhu Tang, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Visual Grounding Helps Learn Word Meanings in Low-Data RegimesChengxu Zhuang, Evelina Fedorenko, Jacob Andreas
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Visually Guided Generative Text-Layout Pre-training for Document IntelligenceZhiming Mao, Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Visually-Aware Context Modeling for News Image CaptioningTingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided RevisionSeongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and BiasesAnthony Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven Hoi, Caiming Xiong
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?Wei Liu, Stephen Wan, Michael Strube
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?Yan Zeng, Hanbo Zhang, Jiani Zheng, Jiangnan Xia, Guoqiang Wei, Yang Wei, Yuchen Zhang, Tao Kong, Ruihua Song
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User PerceptionChaitanya Malaviya, Subin Lee, Dan Roth, Mark Yatskar
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model ScaleChristos Baziotis, Biao Zhang, Alexandra Birch, Barry Haddow
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good LabelsWeiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Where are you from? Geolocating Speech and Applications to Language IdentificationPatrick Foley, Matthew Wiesner, Bismarck Bamfo Odoom, Leibny Paola Garcia, Kenton Murray, Philipp Koehn
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Which One? Leveraging Context Between Objects and Multiple Views for Language GroundingChancharik Mitra, Abrar Anwar, Rodolfo Corona, Dan Klein, Trevor Darrell, Jesse Thomason
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Whispers of Doubt Amidst Echoes of Triumph in NLP RobustnessAshim Gupta, Rishanth Rajendhran, Nathan Stringham, Vivek Srikumar, Ana Marasovic
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation AspectsMinqian Liu, Ying Shen, Zhiyang Xu, Yixin Cao, Eunah Cho, Vaibhav Kumar, Reza Ghanadan, Lifu Huang
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across ParagraphsJuan Rodriguez, Katrin Erk, Greg Durrett
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource LearnersYun Luo, Zhen Yang, Fandong Meng, Yingjie Li, Fang Guo, Qinglin Qi, Jie Zhou, Yue Zhang
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
XNLIeu: a dataset for cross-lingual NLI in BasqueMaite Heredia, Julen Etxaniz, Muitze Zulaika, Xabier Saralegi, Jeremy Barnes, Aitor Soroa
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsPaul Röttger, Hannah Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
XferBench: a Data-Driven Benchmark for Emergent LanguageBrendon Boldt, David Mortensen
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
You don’t need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric InstrumentsBangzhao Shu, Lechen Zhang, Minje Choi, Lavinia Dunagan, Lajanugen Logeswaran, Moontae Lee, Dallas Card, David Jurgens
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
Zero-shot Generative Linguistic SteganographyKe Lin, Yiyang Luo, Zijian Zhang, Luo Ping
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative ExamplesXiancai Xu, Jia-Dong Zhang, Lei Xiong, Zhishang Liu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context LearningWenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Qingyang Wu, Zhongfen Deng, Jiangshu Du, Shuaiqi Liu, Yunlong Xu, Philip Yu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
mEdIT: Multilingual Text Editing via Instruction TuningVipul Raheja, Dimitris Alikaniotis, Vivek Kulkarni, Bashar Alhafni, Dhruv Kumar
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language ModelsZifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
“One-Size-Fits-All”? Examining Expectations around What Constitute “Fair” or “Good” NLG System BehaviorsLi Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna Wallach, Alexandra Olteanu
Natural Language Processing
日本大学: 関与なし(対象大学)
2024 · NAACL
“You are an expert annotator”: Automatic Best–Worst-Scaling Annotations for Emotion Intensity ModelingChristopher Bagdon, Prathamesh Karmalkar, Harsha Gurulingappa, Roman Klinger
Natural Language Processing
日本大学: 関与なし(対象大学)