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EMNLP 2023: all accepted papers

1,182 papers · page 9 of 12 · the most cited first · ← EMNLP 2023

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  1. Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts ↗Gopendra Singh, Soumitra Ghosh, Atul Verma et al.3 citations
  2. SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation ↗Junfeng Jiang, Chengzhang Dong, Sadao Kurohashi et al.3 citations
  3. Systematic word meta-sense extension ↗Lei Yu3 citations
  4. TLM: Token-Level Masking for Transformers ↗Yangjun Wu, Kebin Fang, Dongxiang Zhang et al.3 citations
  5. TOD-Flow: Modeling the Structure of Task-Oriented Dialogues ↗Sungryull Sohn, Yiwei Lyu, Anthony Liu et al.3 citations
  6. Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation ↗Minwoo Lee, Hyukhun Koh, Kang-il Lee et al.3 citations
  7. Text-Transport: Toward Learning Causal Effects of Natural Language ↗Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael3 citations
  8. Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation ↗David Heineman, Yao Dou, Wei Xu · System Demonstrations3 citations
  9. ToViLaG: Your Visual-Language Generative Model is Also An Evildoer ↗Xinpeng Wang, Xiaoyuan Yi, Han Jiang et al.3 citations
  10. ToolWriter: Question Specific Tool Synthesis for Tabular Data ↗Carlos Gemmell, Jeff Dalton3 citations
  11. Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City ↗Mikael Brunila, Jack LaViolette, Sky CH-Wang et al.3 citations
  12. Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model ↗Leo Z. Liu, Tim Dettmers, Xi Victoria Lin et al.3 citations
  13. Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators ↗Tin Nguyen, Jiannan Xu, Aayushi Roy et al.3 citations
  14. Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models ↗Weishi Wang, Yue Wang, Steven Hoi et al.3 citations
  15. Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance ↗Shaomu Tan, Christof Monz3 citations
  16. VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog ↗Henrik Voigt, Nuno Carvalhais, Monique Meuschke et al. · System Demonstrations3 citations
  17. ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation ↗Yangyi Chen, Xingyao Wang, Manling Li et al.3 citations
  18. WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom ↗Ruichao Yang, Wei Gao, Jing Ma et al.3 citations
  19. When Language Models Fall in Love: Animacy Processing in Transformer Language Models ↗Michael Hanna, Yonatan Belinkov, Sandro Pezzelle3 citations
  20. Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions ↗Lucie-Aimée Kaffee, Arnav Arora, Isabelle Augenstein3 citations
  21. q2d: Turning Questions into Dialogs to Teach Models How to Search ↗Yonatan Bitton, Shlomi Cohen-Ganor, Ido Hakimi et al.3 citations
  22. A Benchmark for Reasoning with Spatial Prepositions ↗Iulia Comsa, Srini Narayanan2 citations
  23. A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models ↗Takuma Udagawa, Aashka Trivedi, Michele Merler et al. · Industry Track2 citations
  24. A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation ↗Sandra Sandoval, Jieyu Zhao, Marine Carpuat et al.2 citations
  25. A linear time approximation of Wasserstein distance with word embedding selection ↗Sho Otao, Makoto Yamada2 citations
  26. ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation ↗Xinpeng Wang, Barbara Plank2 citations
  27. AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing ↗Matei Bejan, Andrei Manolache, Marius Popescu2 citations
  28. ALCAP: Alignment-Augmented Music Captioner ↗Zihao He, Weituo Hao, Wei-Tsung Lu et al.2 citations
  29. ART: rule bAsed futuRe-inference deducTion ↗Mengze Li, Tianqi Zhao, Bai Jionghao et al.2 citations
  30. ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs ↗Yang Bai, Wenqian Zhao, Shuo Yin et al.2 citations
  31. ATHENA: Mathematical Reasoning with Thought Expansion ↗Jb. Kim, Hazel Kim, Joonghyuk Hahn et al.2 citations
  32. Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study ↗Freddy Heppell, Kalina Bontcheva, Carolina Scarton2 citations
  33. Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification ↗Amalie Pauli, Leon Derczynski, Ira Assent2 citations
  34. Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes ↗Haoyu Wang, Hongming Zhang, Yueguan Wang et al.2 citations
  35. Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation ↗Jiayu Lin, Rong Ye, Meng Han et al.2 citations
  36. Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism ↗Mengyu Ye, Tatsuki Kuribayashi, Jun Suzuki et al.2 citations
  37. Automated Fact-Checking in Dialogue: Are Specialized Models Needed? ↗Eric Chamoun, Marzieh Saeidi, Andreas Vlachos2 citations
  38. Axiomatic Preference Modeling for Longform Question Answering ↗Corby Rosset, Guoqing Zheng, Victor Dibia et al.2 citations
  39. Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering ↗Yi Su, Yixin Ji, Juntao Li et al.2 citations
  40. COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation ↗Nan Wang, Qifan Wang, Yi-Chia Wang et al.2 citations
  41. CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model ↗Kaiyan Zhang, Ning Ding, Biqing Qi et al.2 citations
  42. Causal Document-Grounded Dialogue Pre-training ↗Yingxiu Zhao, Bowen Yu, Bowen Li et al.2 citations
  43. Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering ↗Wang Zhu, Jesse Thomason, Robin Jia2 citations
  44. CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability ↗Yixi Ding, Yanxia Qin, Qian Liu et al. · System Demonstrations2 citations
  45. Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness? ↗Kevin Liu, Stephen Casper, Dylan Hadfield-Menell et al.2 citations
  46. Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models ↗Alejo Lopez-Avila, Víctor Suárez-Paniagua2 citations
  47. Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering ↗Qingyi Si, Yuanxin Liu, Zheng Lin et al.2 citations
  48. Creative Natural Language Generation ↗Tuhin Chakrabarty, Vishakh Padmakumar, He He et al. · Tutorial Abstracts2 citations
  49. DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues ↗David Sun, Artem Abzaliev, Hadas Kotek et al. · Industry Track2 citations
  50. Data Factors for Better Compositional Generalization ↗Xiang Zhou, Yichen Jiang, Mohit Bansal2 citations
  51. DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models ↗Chengcheng Han, Xiaowei Du, Che Zhang et al.2 citations
  52. Disentangling Transformer Language Models as Superposed Topic Models ↗Jia Peng Lim, Hady Lauw2 citations
  53. EDeR: Towards Understanding Dependency Relations Between Events ↗Ruiqi Li, Patrik Haslum, Leyang Cui2 citations
  54. Effects of sub-word segmentation on performance of transformer language models ↗Jue Hou, Anisia Katinskaia, Anh-Duc Vu et al.2 citations
  55. Efficient Classification of Long Documents via State-Space Models ↗Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh et al.2 citations
  56. Empower Nested Boolean Logic via Self-Supervised Curriculum Learning ↗Hongqiu Wu, Linfeng Liu, Hai Zhao et al.2 citations
  57. End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation ↗Juan Pablo Zuluaga-Gomez, Zhaocheng Huang, Xing Niu et al.2 citations
  58. Enhancing Structured Evidence Extraction for Fact Verification ↗Zirui Wu, Nan Hu, Yansong Feng2 citations
  59. Enhancing Textbooks with Visuals from the Web for Improved Learning ↗Janvijay Singh, Vilém Zouhar, Mrinmaya Sachan2 citations
  60. Euphemistic Abuse – A New Dataset and Classification Experiments for Implicitly Abusive Language ↗Michael Wiegand, Jana Kampfmeier, Elisabeth Eder et al.2 citations
  61. Event-Location Tracking in Narratives: A Case Study on Holocaust Testimonies ↗Eitan Wagner, Renana Keydar, Omri Abend2 citations
  62. Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration ↗Fanqi Wan, Xinting Huang, Tao Yang et al.2 citations
  63. Exploring Linguistic Probes for Morphological Generalization ↗Jordan Kodner, Salam Khalifa, Sarah Payne2 citations
  64. FAME: Flexible, Scalable Analogy Mappings Engine ↗Shahar Jacob, Chen Shani, Dafna Shahaf2 citations
  65. Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs ↗Jonas Golde, Patrick Haller, Felix Hamborg et al. · System Demonstrations2 citations
  66. Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation ↗Dan He, Minh-Quang Pham, Thanh-Le Ha et al.2 citations
  67. HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies ↗William Watson, Nicole Cho, Tucker Balch et al.2 citations
  68. Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings ↗Andrea W Wen-Yi, David Mimno2 citations
  69. IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models ↗Xiaoyue Wang, Xin Liu, Lijie Wang et al.2 citations
  70. Identifying Informational Sources in News Articles ↗Alexander Spangher, Nanyun Peng, Emilio Ferrara et al.2 citations
  71. Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection ↗Songtao Liu, Ziling Luo, Minghua Xu et al.2 citations
  72. Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search ↗Xiang Geng, Yu Zhang, Zhejian Lai et al.2 citations
  73. Improved Unsupervised Chinese Word Segmentation Using Pre-trained Knowledge and Pseudo-labeling Transfer ↗Hsiu-Wen Li, Ying-Jia Lin, Yi-Ting Li et al.2 citations
  74. Improving Transformer-based Program Repair Model through False Behavior Diagnosis ↗Youngkyoung Kim, Misoo Kim, Eunseok Lee2 citations
  75. InterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions ↗Bodhisattwa Majumder, Zexue He, Julian McAuley2 citations
  76. Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts ↗Jiashu Pu, Ling Cheng, Lu Fan et al.2 citations
  77. Knowledge Distillation $\approx$ Label Smoothing: Fact or Fallacy? ↗Md Sultan2 citations
  78. Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding ↗Taolin Zhang, Ruyao Xu, Chengyu Wang et al.2 citations
  79. Learning the Visualness of Text Using Large Vision-Language Models ↗Gaurav Verma, Ryan Rossi, Christopher Tensmeyer et al.2 citations
  80. MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments ↗Debtanu Datta, Shubham Soni, Rajdeep Mukherjee et al.2 citations
  81. MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation ↗Boning Zhang, Yang Yang2 citations
  82. Memory-Based Invariance Learning for Out-of-Domain Text Classification ↗Chen Jia, Yue Zhang2 citations
  83. Multi-level Contrastive Learning for Script-based Character Understanding ↗Dawei Li, Hengyuan Zhang, Yanran Li et al.2 citations
  84. Multi-teacher Distillation for Multilingual Spelling Correction ↗Jingfen Zhang, Xuan Guo, Sravan Bodapati et al. · Industry Track2 citations
  85. Multi-word Tokenization for Sequence Compression ↗Leonidas Gee, Leonardo Rigutini, Marco Ernandes et al. · Industry Track2 citations
  86. MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup ↗Hua Shen, Vicky Zayats, Johann Rocholl et al.2 citations
  87. Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale ↗Marta R. Costa-jussà, Pierre Andrews, Eric Smith et al.2 citations
  88. Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers ↗Dmitry Nikolaev, Tanise Ceron, Sebastian Padó2 citations
  89. Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue ↗Aishwarya Padmakumar, Mert Inan, Spandana Gella et al.2 citations
  90. Not all quantifiers are equal: Probing Transformer-based language models' understanding of generalised quantifiers ↗Tharindu Madusanka, Iqra Zahid, Hao Li et al.2 citations
  91. On Bilingual Lexicon Induction with Large Language Models ↗Yaoyiran Li, Anna Korhonen, Ivan Vulić2 citations
  92. On Evaluation of Bangla Word Analogies ↗Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu2 citations
  93. PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent ↗Guangliang Liu, Zhiyu Xue, Xitong Zhang et al.2 citations
  94. PEFTDebias : Capturing debiasing information using PEFTs ↗Sumit Agarwal, Aditya Veerubhotla, Srijan Bansal2 citations
  95. PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation ↗Ke Wang, Xiutian Zhao, Yanghui Li et al.2 citations
  96. Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction ↗Ji Qi, Chuchun Zhang, Xiaozhi Wang et al.2 citations
  97. Prompterator: Iterate Efficiently towards More Effective Prompts ↗Samuel Sučik, Daniel Skala, Andrej Švec et al. · System Demonstrations2 citations
  98. Query-as-context Pre-training for Dense Passage Retrieval ↗Xing W, Guangyuan Ma, Wanhui Qian et al.2 citations
  99. Reader: Model-based language-instructed reinforcement learning ↗Nicola Dainese, Pekka Marttinen, Alexander Ilin2 citations
  100. Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach ↗Chen Huang, Peixin Qin, Wenqiang Lei et al.2 citations

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