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Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 22 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. Novel Feature Discovery for Task-Oriented Dialog Systems ↗Vinh Thinh Ho, Mohamed Soliman, Abdalghani Abujabal
  2. Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning ↗Qingbin Liu, Yin Kung, Yanchao Hao et al.
  3. On the Correspondence between Compositionality and Imitation in Emergent Neural Communication ↗Emily Cheng, Mathieu Rita, Thierry Poibeau
  4. On the Impact of Cross-Domain Data on German Language Models ↗Amin Dada, Aokun Chen, Cheng Peng et al.
  5. One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer ↗Fabian David Schmidt, Ivan Vulić, Goran Glavaš
  6. Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers ↗Ji Xin, Raphael Tang, Zhiying Jiang et al.
  7. PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading ↗Chao Zhao, Anvesh Vijjini, Snigdha Chaturvedi
  8. POSQA: Probe the World Models of LLMs with Size Comparisons ↗Chang Shu, Jiuzhou Han, Fangyu Liu et al.
  9. PePe: Personalized Post-editing Model utilizing User-generated Post-edits ↗Jihyeon Lee, Taehee Kim, Yunwon Tae et al.
  10. Performance and Risk Trade-offs for Multi-word Text Prediction at Scale ↗Aniket Vashishtha, S Sai Prasad, Payal Bajaj et al.
  11. Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention ↗Huiyin Xue, Nikolaos Aletras
  12. Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT ↗Soo Ryu
  13. Predicting Numerals in Text Using Nearest Neighbor Language Models ↗Taku Sakamoto, Akiko Aizawa
  14. Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ↗Yao Xu, Shizhu He, Li Cai et al.
  15. PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation ↗Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran et al.
  16. Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ↗Chaojun Wang, Yang Liu, Wai Lam
  17. PruMUX: Augmenting Data Multiplexing with Model Compression ↗Yushan Su, Vishvak Murahari, Karthik Narasimhan et al.
  18. Pruning Pre-trained Language Models with Principled Importance and Self-regularization ↗Siyu Ren, Kenny Zhu
  19. Pseudointelligence: A Unifying Lens on Language Model Evaluation ↗Shikhar Murty, Orr Paradise, Pratyusha Sharma
  20. Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and Evaluation ↗Prathyusha Jwalapuram
  21. RISE: Leveraging Retrieval Techniques for Summarization Evaluation ↗David Uthus, Jianmo Ni
  22. Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction ↗Yilin Lu, Juncheng Li, Xiaoqiang Wang et al.
  23. Reasoning about Ambiguous Definite Descriptions ↗Stefan Schouten, Peter Bloem, Ilia Markov et al.
  24. Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ↗Saleh Soltan, Andy Rosenbaum, Tobias Falke et al.
  25. Reconstruction Probing ↗Najoung Kim, Jatin Khilnani, Alex Warstadt et al.
  26. Remember what you did so you know what to do next ↗Manuel R. Ciosici, Alex Hedges, Yash Kankanampati et al.
  27. Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models ↗You Li, Jinhui Yin, Yuming Lin
  28. Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty ↗Zi Lin, Quan Yuan, Panupong Pasupat et al.
  29. Revisiting Large Language Models as Zero-shot Relation Extractors ↗Guozheng Li, Peng Wang, Wenjun Ke
  30. Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models ↗Mohammadreza Banaei, Klaudia Bałazy, Artur Kasymov et al.
  31. Revisiting Pathologies of Neural Models under Input Reduction ↗Canasai Kruengkrai, Junichi Yamagishi
  32. Revisiting Sentence Union Generation as a Testbed for Text Consolidation ↗Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler et al.
  33. Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks ↗Yichen Huang, Timothy Baldwin
  34. Robustness of Multi-Source MT to Transcription Errors ↗Dominik Macháček, Peter Polák, Ondřej Bojar et al.
  35. Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling ↗Rastislav Hronsky, Emmanuel Keuleers
  36. Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention ↗Changjiang Gao, Shujian Huang, Jixing Li et al.
  37. SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ↗Xueliang Zhao, Tingchen Fu, Lemao Liu et al.
  38. Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model ↗Yinghan Long, Sayeed Chowdhury, Kaushik Roy
  39. Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games ↗Ruoyao Wang, Peter Jansen
  40. Self-supervised Post-processing Method to Enrich Pretrained Word Vectors ↗Hwiyeol Jo
  41. Semantic Similarity Covariance Matrix Shrinkage ↗Guillaume Becquin, Saher Esmeir
  42. Semi-Structured Object Sequence Encoders ↗Rudra Murthy, Riyaz Bhat, Chulaka Gunasekara et al.
  43. SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations ↗Victoria Lin, Louis-Philippe Morency
  44. Sentence Identification with BOS and EOS Label Combinations ↗Takuma Udagawa, Hiroshi Kanayama, Issei Yoshida
  45. Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ↗Ruifeng Yuan, Shichao Sun, Zili Wang et al.
  46. Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension ↗Tingfeng Cao, Chengyu Wang, Chuanqi Tan et al.
  47. Simpler neural networks prefer subregular languages ↗Charles Torres, Richard Futrell
  48. Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction ↗Jiaxiang Chen, Yu Hong, Qingting Xu et al.
  49. Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations ↗Revanth Reddy, Hao Bai, Wentao Yao et al.
  50. Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning ↗Guorui Yu, Yimin Hu, Yuejie Zhang et al.
  51. Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study ↗Yang Xu, Yang Cheng
  52. Strong and Efficient Baselines for Open Domain Conversational Question Answering ↗Andrei C. Coman, Gianni Barlacchi, Adrià de Gispert
  53. Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling ↗Wei Liu, Songlin Yang, Kewei Tu
  54. Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation ↗Jinpeng Li, Zekai Zhang, Xiuying Chen et al.
  55. Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce ↗Tejpalsingh Siledar, Suman Banerjee, Amey Patil et al.
  56. TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets ↗Hongyuan Lu, Haoyang Huang, Shuming Ma et al.
  57. TSTR: Target Similarity Tuning Meets the Real World ↗Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta et al.
  58. Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only ↗Jinliang Lu, Yu Lu, Jiajun Zhang
  59. TalkUp: Paving the Way for Understanding Empowering Language ↗Lucille Njoo, Chan Park, Octavia Stappart et al.
  60. Temporal Relation Classification in HebrewGuy Yanko, Shahaf Pariente, Kfir Bar · IJCNLP-AACL 2023 (Findingsour summary
  61. Test-time Augmentation for Factual Probing ↗Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi et al.
  62. That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context? ↗Jaechan Lee, Alisa Liu, Orevaoghene Ahia et al.
  63. The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility AssessmentBen Hagag, Reut Tsarfatyour summary
  64. The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction ↗Dhananjay Ashok, Atharva Kulkarni, Hai Pham et al.
  65. Time-Considerable Dialogue Models via Reranking by Time Dependency ↗Yuiko Tsunomori, Masakazu Ishihata, Hiroaki Sugiyama
  66. Together We Make Sense–Learning Meta-Sense Embeddings ↗Haochen Luo, Yi Zhou, Danushka Bollegala
  67. Tokenization with Factorized Subword Encoding ↗David Samuel, Lilja Øvrelid
  68. Towards Concept-Aware Large Language Models ↗Chen Shani, Jilles Vreeken, Dafna Shahaf
  69. Towards General Error Diagnosis via Behavioral Testing in Machine Translation ↗Junjie Wu, Lemao Liu, Dit-Yan Yeung
  70. Towards Multilingual Interlinear Morphological Glossing ↗Shu Okabe, François Yvon
  71. Towards Open Environment Intent Prediction ↗Yunhua Zhou, Jiawei Hong, Xipeng Qiu
  72. Towards Open-Domain Twitter User Profile Inference ↗Haoyang Wen, Zhenxin Xiao, Eduard Hovy et al.
  73. Towards Zero-shot Learning for End-to-end Cross-modal Translation Models ↗Jichen Yang, Kai Fan, Minpeng Liao et al.
  74. Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path ↗Zilong Wang, Jingbo Shang
  75. Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution ↗Jaap Jumelet, Willem Zuidema
  76. Triplet-Free Knowledge-Guided Response Generation ↗Dongming Li, Jianfeng Liu, Baoyuan Wang
  77. Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ↗Tannon Kew, Rico Sennrich
  78. Uncovering Limitations in Text-to-Image Generation: A Contrastive Approach with Structured Semantic Alignment ↗Qianyu Feng, Yulei Sui, Hongyu Zhang
  79. Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP ↗Hyuhng Kim, Hyunsoo Cho, Sang-Woo Lee et al.
  80. Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration ↗Ercong Nie, Helmut Schmid, Hinrich Schuetze
  81. Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels ↗Aviv Weinstein, Yoav Goldberg
  82. Value type: the bridge to a better DST model ↗Gao Qixiang, Mingyang Sun, Yutao Mou et al.
  83. Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS ↗Maitrey Mehta, Vivek Srikumar
  84. ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities ↗Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei et al.
  85. Visually-Enhanced Phrase Understanding ↗Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang et al.
  86. Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages ↗Koustava Goswami, Priya Rani, Theodorus Fransen et al.
  87. WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ↗Peilin Liu, Hongyu Lin, Meng Liao et al.
  88. Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender ↗Ahmed Sabir, Lluís Padró
  89. WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment ↗Joseph Renner, Pascal Denis, Rémi Gilleron
  90. X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity ↗Taejun Yun, Jinhyeon Kim, Deokyeong Kang et al.
  91. Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers ↗Philipp Sadler, Sherzod Hakimov, David Schlangen
  92. “A Tale of Two Movements': Identifying and Comparing Perspectives in \#BlackLivesMatter and \#BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction ↗Shamik Roy, Dan Goldwasser
  93. “Chère maison” or “maison chère”? Transformer-based prediction of adjective placement in French ↗Eleni Metheniti, Tim Van de Cruys, Wissam Kerkri et al.
  94. kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers ↗Rishabh Bhardwaj, Yingting Li, Navonil Majumder et al.

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