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EMNLP 2023: all accepted papers

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

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  1. Focus Your Attention (with Adaptive IIR Filters) ↗Shahar Lutati, Itamar Zimerman, Lior Wolf
  2. From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning ↗Zheyuan Zhang, Shane Storks, Fengyuan Hu et al.
  3. Gatekeeper to save COGS and improve efficiency of Text Prediction ↗Nidhi Tiwari, Sneha Kola, Milos Milunovic et al. · Industry Track
  4. Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes ↗Hasmot Ali, AKM Shahariar Azad Rabby, Md Majedul Islam et al. · Industry Track
  5. GradSim: Gradient-Based Language Grouping for Effective Multilingual Training ↗Mingyang Wang, Heike Adel, Lukas Lange et al.
  6. Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue ↗Yizhe Yang, Heyan Huang, Yuhang Liu et al.
  7. GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information ↗Yingqiang Gao, Jessica Lam, Nianlong Gu et al.
  8. Harnessing Black-Box Control to Boost Commonsense in LM's Generation ↗Yufei Tian, Felix Zhang, Nanyun Peng
  9. Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining ↗Jingcong Liang, Rong Ye, Meng Han et al.
  10. IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems ↗Xu Huang, Zhirui Zhang, Ruize Gao et al.
  11. INTELMO: Enhancing Models' Adoption of Interactive Interfaces ↗Chunxu Yang, Chien-Sheng Wu, Lidiya Murakhovs'ka et al. · System Demonstrations
  12. Image Manipulation via Multi-Hop Instructions - A New Dataset and Weakly-Supervised Neuro-Symbolic Approach ↗Harman Singh, Poorva Garg, Mohit Gupta et al.
  13. Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection ↗Dennis Fucci, Marco Gaido, Sara Papi et al.
  14. Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models ↗Xibo Li, Bowei Zou, Yifan Fan et al.
  15. Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines ↗Stephen Bothwell, Justin DeBenedetto, Theresa Crnkovich et al.
  16. Investigating the Role and Impact of Disfluency on Summarization ↗Varun Nathan, Ayush Kumar, Jithendra Vepa · Industry Track
  17. KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation ↗Sanjay Agrawal, Vivek Sembium, Ankith M S · Industry Track
  18. Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning ↗Namrata Shivagunde, Vladislav Lialin, Anna Rumshisky
  19. Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs ↗Nobuhiro Kaji · Industry Track
  20. Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization ↗Pengzhi Gao, Liwen Zhang, Zhongjun He et al. · Industry Track
  21. Learning to Predict Task Transferability via Soft Prompt ↗Lingyun Feng
  22. Learning to Rank Generation with Pairwise Partial Rewards ↗Youngwon Lee, Jinu Lee, Seung-won Hwang
  23. Length is a Curse and a Blessing for Document-level Semantics ↗Chenghao Xiao, Yizhi Li, G Hudson et al.
  24. Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective ↗Tianyu Liu, Afra Amini, Mrinmaya Sachan et al.
  25. Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval ↗Junhan Yang, Zheng Liu, Chaozhuo Li et al.
  26. M$^3$Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts ↗Ke Wang, Xiutian Zhao, Yanghui Li et al.
  27. MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation ↗Jia-Chen Gu, Chao-Hong Tan, Caiyuan Chu et al.
  28. MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning ↗Noé Tits · Industry Track
  29. MarkQA: A large scale KBQA dataset with numerical reasoning ↗Xiang Huang, Sitao Cheng, Yuheng Bao et al.
  30. Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation ↗Verna Dankers, Ivan Titov, Dieuwke Hupkes
  31. MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework ↗You-Jun Chen, Hsin-Yi Hsieh, Yu Lin et al.
  32. MiniChain: A Small Library for Coding with Large Language Models ↗Alexander Rush · System Demonstrations
  33. More Than Spoken Words: Nonverbal Message Extraction and Generation ↗Dian Yu, Xiaoyang Wang, Wanshun Chen et al.
  34. Multi-Source Multi-Type Knowledge Exploration and Exploitation for Dialogue Generation ↗Xuanfan Ni, Hongliang Dai, Zhaochun Ren et al.
  35. Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation ↗Chenxu Yang, Zheng Lin, Lanrui Wang et al.
  36. Multilingual $k$-Nearest-Neighbor Machine Translation ↗David Stap, Christof Monz
  37. Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer ↗Elizabeth Salesky, Neha Verma, Philipp Koehn et al.
  38. Muted: Multilingual Targeted Offensive Speech Identification and Visualization ↗Christoph Tillmann, Aashka Trivedi, Sara Rosenthal et al. · System Demonstrations
  39. NLP+Vis: NLP Meets Visualization ↗Shafiq Joty, Enamul Hoque, Jesse Vig · Tutorial Abstracts
  40. ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning ↗Yucheng Lin, Tim Chang, Yaning Chang et al. · Industry Track
  41. On Sample-Efficient Code Generation ↗Hojae Han, Yu Jin Kim, Byoungjip Kim et al. · Industry Track
  42. On the Representational Capacity of Recurrent Neural Language Models ↗Franz Nowak, Anej Svete, Li Du et al.
  43. Outlier Dimensions Encode Task Specific Knowledge ↗William Rudman, Catherine Chen, Carsten Eickhoff
  44. PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction ↗Yuqing Wang, Prashanth Vijayaraghavan, Ehsan Degan · Industry Track
  45. Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems ↗Masha Belyi, Charlotte Dzialo, Chaitanya Dwivedi et al. · Industry Track
  46. Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations ↗Yoonna Jang, Suhyune Son, Jeongwoo Lee et al.
  47. Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models ↗Yiyuan Li, Rakesh Menon, Sayan Ghosh et al.
  48. Pushdown Layers: Encoding Recursive Structure in Transformer Language Models ↗Shikhar Murty, Pratyusha Sharma, Jacob Andreas et al.
  49. Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms ↗Seungju Han, Junhyeok Kim, Jack Hessel et al.
  50. Revisiting Source Context in Nearest Neighbor Machine Translation ↗Xuanhong Li, Peng Li, Po Hu
  51. Revisiting Sparse Retrieval for Few-shot Entity Linking ↗Yulin Chen, Zhenran Xu, Baotian Hu et al.
  52. SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples ↗Deqing Fu, Ameya Godbole, Robin Jia
  53. STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants ↗Leon Zhang, Jiarui Lu, Joel Ruben Antony Moniz et al. · Industry Track
  54. STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion ↗Xurui Li, Yue Qin, Rui Zhu et al.
  55. Scaling Neural ITN for Numbers and Temporal Expressions in Tamil: Findings for an Agglutinative Low-resource Language ↗Bhavuk Singhal, Sindhuja Gopalan, Amrith Krishna et al. · Industry Track
  56. Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models ↗Yichao Zhou, James Bradley Wendt, Navneet Potti et al.
  57. SeqXGPT: Sentence-Level AI-Generated Text Detection ↗Pengyu Wang, Linyang Li, Ke Ren et al.
  58. Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN ↗Niloofar Mireshghallah, Nikolai Vogler, Junxian He et al.
  59. Simple and Effective Input Reformulations for Translation ↗Brian Yu, Hansen Lillemark, Kurt Keutzer
  60. Solving Hard Analogy Questions with Relation Embedding Chains ↗Nitesh Kumar, Steven Schockaert
  61. Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings ↗Parker Seegmiller, Sarah Masud Preum
  62. Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning ↗Linjuan Wu, Weiming Lu
  63. Symbolic Planning and Code Generation for Grounded Dialogue ↗Justin Chiu, Wenting Zhao, Derek Chen et al.
  64. SynJax: Structured Probability Distributions for JAX ↗Miloš Stanojević, Laurent Sartran · System Demonstrations
  65. Syntactic Substitutability as Unsupervised Dependency Syntax ↗Jasper Jian, Siva Reddy
  66. TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects ↗Qi Wu, WenHan Chao, Xian Zhou et al. · System Demonstrations
  67. Taxonomy Expansion for Named Entity Recognition ↗Karthikeyan K, Yogarshi Vyas, Jie Ma et al.
  68. Text Fact Transfer ↗Nishant Balepur, Jie Huang, Kevin Chen-Chuan Chang
  69. The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models ↗Xinyi Chen, Raquel Fernández, Sandro Pezzelle
  70. The neural dynamics of word recognition and integration ↗Jon Gauthier, Roger Levy
  71. Too much of product information : Don't worry, let's look for evidence! ↗Aryan Jain, Jitenkumar Rana, Chetan Aggarwal · Industry Track
  72. Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents ↗Jannis Vamvas, Rico Sennrich
  73. Translating away Translationese without Parallel Data ↗Rricha Jalota, Koel Chowdhury, Cristina España-Bonet et al.
  74. Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection ↗Farhan Samir, Miikka Silfverberg
  75. Unraveling Feature Extraction Mechanisms in Neural Networks ↗Xiaobing Sun, Jiaxi Li, Wei Lu
  76. Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models ↗Lina Conti, Guillaume Wisniewski
  77. VKIE: The Application of Key Information Extraction on Video Text ↗Siyu An, Ye Liu, Haoyuan Peng et al. · Industry Track
  78. Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning ↗Hao Wang, Xiahua Chen, Rui Wang et al.
  79. We Are What We Repeatedly Do: Inducing and Deploying Habitual Schemas in Persona-Based Responses ↗Benjamin Kane, Lenhart Schubert
  80. Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering ↗Kang-il Lee, Segwang Kim, Kyomin Jung
  81. When Do Decompositions Help for Machine Reading? ↗Kangda Wei, Dawn Lawrie, Benjamin Van Durme et al.
  82. ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters ↗Vipul Rathore, Rajdeep Dhingra, Parag Singla et al.

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