Volume 12

Table of contents

1. Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering

   Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, Nicholas Meade, Siva Reddy

   Article at MIT Press Presented at ACL 2024

2. Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval

   Ohad Rubin, Jonathan Berant

   Presented at EMNLP 2024 Article at MIT Press

3. Benchmarking Large Language Models for News Summarization

   Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen McKeown, Tatsunori Hashimoto

   Article at MIT Press Presented at EMNLP 2023

4. Exploring Human-Like Translation Strategy with Large Language Models

   Zhiwei He, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang, Yujiu Yang, Rui Wang, Zhaopeng Tu, Shuming Shi, Xing Wang

   Article at MIT Press Presented at NAACL 2024

5. CreoleVal: Multilingual Multitask Benchmarks for Creoles

   Heather Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Ruth-Ann Armstrong, Abee Eijansantos, Catriona Malau, Hans Erik Heje, Ernests Lavrinovics, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Gobrol, Miryam de Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva

   Presented at ACL 2024 Article at MIT Press

6. Language Varieties of Italy: Technology Challenges and Opportunities

   Alan Ramponi

   Article at MIT Press Presented at EMNLP 2023

7. Visually Grounded Speech Models have a Mutual Exclusivity Bias

   Leanne Nortje, Dan Oneață, Yevgen Matusevych, Herman Kamper

   Article at MIT Press

8. Red Teaming Language Model Detectors with Language Models

   Zhouxing Shi, Yihan Wang, Fan Yin, Xiangning Chen, Kai-Wei Chang, Cho-Jui Hsieh

   Presented at EMNLP 2024 Article at MIT Press

9. Scope Ambiguities in Large Language Models

   Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy

   Presented at NAACL 2024 Article at MIT Press

10. What Do Self-Supervised Speech Models Know About Words?

    Ankita Pasad, Chung-Ming Chien, Shane Settle, Karen Livescu

    Article at MIT Press Presented at ACL 2024

11. Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification

    Huiyao Chen, Zulong Chen, Yu Zhao, Mengjia Wang, Liangyue Li, Meishan Zhang, Min Zhang

    Article at MIT Press

12. Metric-Free Learning Network with Dual Relations Propagation for Few-Shot Aspect Category Sentiment Analysis

    Shiman Zhao, Yutao Xie, Wei Chen, Tengjiao Wang, Jiahui Yao, Jiabin Zheng

    Article at MIT Press

13. Context-Aware Machine Translation with Source Coreference Explanation

    Huy Hien Vu, Hidetaka Kamigaito, Taro Watanabe

    Presented at EMNLP 2024 Article at MIT Press

14. Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation

    Lukas Edman, Gabriele Sarti, Antonio Toral, Gertjan van Noord, Arianna Bisazza

    Presented at EACL 2024 Article at MIT Press

15. Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?

    Cristina Aggazzotti, Nicholas Andrews, Elizabeth Allyn Smith

    Presented at ACL 2024 Article at MIT Press

16. Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap

    Michael Staniek, Raphael Schumann, Maike Züfle, Stefan Riezler

    Presented at EACL 2024

17. Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?

    Sweta Agrawal, Amin Farajian, Patrick Fernandes, Ricardo Rei, André Martins

    Article at MIT Press

18. The The Ethics of Automating Legal Actors

    Josef Valvoda, Alec Thompson, Ryan Cotterell, Simone Teufel

    Article at MIT Press

19. Source-Free Domain Adaptation for Question Answering with Masked Self-training

    Maxwell Juncheng Yin, Boyu Wang, Yue Dong, Charles Ling

    Presented at NAACL 2024 Article at MIT Press

20. AmbiFC: Fact-Checking Ambiguous Claims with Evidence”

    Max Glockner, Ieva Staliūnaitė, James Thorne, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych

    Article at MIT Press Presented at EMNLP 2023

21. A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice in NLP

    Juri Opitz

    Article at MIT Press

22. Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis

    Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo

    Article at MIT Press Presented at NAACL 2024

23. Decision-Oriented Dialogue for Human-AI Collaboration

    Jessy Lin, Nicholas Tomlin, Jacob Andreas, Jason Eisner

    Presented at ACL 2024 Article at MIT Press

24. To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation

    Jiaming Luo, Colin Cherry, George Foster

    Article at MIT Press Presented at NAACL 2024

25. SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks

    Xuanli He, Qiongkai Xu, Jun Wang, Benjamin Rubinstein, Trevor Cohn

    Presented at ACL 2024 Article at MIT Press

26. Text Attribute Control via Closed-Loop Disentanglement

    Lei Sha, Thomas Lukasiewicz

    Article at MIT Press

27. State of What Art? A Call for Multi-Prompt LLM Evaluation

    Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky

    Presented at ACL 2024 Article at MIT Press

28. ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI

    Sarah E Finch, Jinho D. Choi

    Presented at EMNLP 2024 Article at MIT Press

29. Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)

    Cameron Jones, Sean Trott, Benjamin Bergen

    Presented at ACL 2024 Article at MIT Press

30. The Thai Discourse Treebank: Annotating and Classifying Thai Discourse Connectives

    Ponrawee Prasertsom, Apiwat Jaroonpol, Attapol T Rutherford

    Article at MIT Press Presented at ACL 2024

31. KoBBQ: Korean Bias Benchmark for Question Answering

    Jiho Jin, Jiseon Kim, Nayeon Lee, Haneul Yoo, Alice Oh, Hwaran Lee

    Article at MIT Press Presented at ACL 2024

32. The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations

    Aina Garí Soler, Matthieu Labeau, Chloé Clavel

    Article at MIT Press Presented at ACL 2024

33. Revisiting Meta-evaluation for Grammatical Error Correction

    Masamune Kobayashi

    Presented at EMNLP 2024 Article at MIT Press

34. Geographic Adaptation of Pretrained Language Models

    Valentin Hofmann, Goran Glavaš, Nikola Ljubešić, Janet Pierrehumbert, Hinrich Schütze

    Article at MIT Press Presented at ACL 2024

35. What Formal Languages Can Transformers Express? A Survey

    Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin

    Presented at NAACL 2024 Article at MIT Press

36. Cultural Adaptation of Recipes

    Yong Cao, Yova Kementchedjhieva, Ruixiang Cui, Antonia Karamolegkou, Li Zhou, Megan Dare, Lucia Donatelli, Daniel Hershcovich

    Article at MIT Press Presented at ACL 2024

37. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection

    Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F.T. Martins

    Presented at ACL 2024 Article at MIT Press

38. Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing

    Nuria Rodríguez-Barroso, Eugenio Martínez-Cámara, M. Victoria Luzón, Jose Camacho-Collados, Francisco Herrera

    Presented at NAACL 2024 Article at MIT Press

39. Exploring Continual Learning of Compositional Generalization in NLI

    Xiyan Fu, Anette Frank

    Presented at ACL 2024 Article at MIT Press

40. Lost in the Middle: How Language Models Use Long Contexts

    Nelson F. Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, Percy Liang

    Article at MIT Press Presented at NAACL 2024

41. Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion

    Yongxue Shan, Jie Zhou, Jie Peng, Xin Zhou, Jiaqian Yin, Xiaodong Wang

    Article at MIT Press Presented at ACL 2024

42. Unifying Structured Data as Graph for Data-to-Text Pre-Training

    Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li

    Article at MIT Press Presented at ACL 2024

43. Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured information sources

    Jens Lehmann, Dhananjay Bhandiwad, Preetam Gattogi, Sahar Vahdati

    Presented at ACL 2024 Article at MIT Press

44. Segmentation-Free Streaming Machine Translation

    Javier Iranzo-Sánchez, Jorge Iranzo-Sánchez, Adrià Giménez, Jorge Civera, Alfons Juan

    Article at MIT Press Presented at ACL 2024

45. Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations

    Wolf Nuyts, Ruben Cartuyvels, Marie-Francine Moens

    Article at MIT Press Presented at NAACL 2024

46. Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering

    Dingmin Wang, Qiuyuan Huang, Matthew Jackson, Jianfeng Gao

    Article at MIT Press Presented at ACL 2024

47. Addressing the Binning Problem in Calibration Assessment through Scalar Annotations

    Zhengping Jiang, Anqi Liu, Benjamin Van Durme

    Article at MIT Press

48. Do Multi-Document Summarization Models Synthesize?

    Jay DeYoung, Stephanie C. Martinez, Iain J. Marshall, Byron C. Wallace

    Article at MIT Press Presented at ACL 2024

49. Eliciting the Translation Ability of Large Language Models via Multilintual Finetuning with Translation Instructions

    Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen

50. How Often are Errors in Natural Language Reasoning Due to Paraphrastic Variability?

    Neha Srikanth, Marine Carpuat, Rachel Rudinger

    Article at MIT Press

51. Large Language Models Enable Few-Shot Clustering

    Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, Tongshuang Wu, Graham Neubig

    Article at MIT Press Presented at NAACL 2024

52. Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization

    Zhixue Zhao, George Chrysostomou, Miles Williams, Nikolaos Aletras

    Article at MIT Press

53. Evaluating the Ripple Effects of Knowledge Editing in Language Models

    Roi Cohen, Eden Biran, Ori Yoran, Amir Globerson, Mor Geva

    Article at MIT Press Presented at NAACL 2024

54. Hypernetworks for Personalizing ASR to Atypical Speech

    Max Müller-Eberstein, Dianna Yee, Karren Yang, Gautam Varma Mantena, Colin Lea

    Article at MIT Press

55. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies

    Liangming Pan, Michael Saxon, Wenda Xu, Deepak Nathani, Xinyi Wang, William Yang Wang

    Presented at ACL 2024 Article at MIT Press

56. Are Language Models More Like Libraries or Like Librarians? Bibliotechnism, the Novel Reference Problem, and the Attitudes of LLMs

    Harvey Lederman, Kyle Mahowald

    Article at MIT Press Presented at EMNLP 2024

57. An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation

    Cheng Yang, Guoping Huang, Mo Yu, Zhirui Zhang, Siheng Li, Mingming Yang, Shuming Shi, Yujiu Yang, Lemao Liu

    Article at MIT Press Presented at ACL 2024

58. Computational Complexity of Natural Morphology Revisited

    Hajime Senuma, Akiko Aizawa

    Article at MIT Press Presented at ACL 2024

59. mGPT: Few-shot Learners Go Multilingual

    Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, Anastasia Kozlova, Vladislav Mikhailov, Tatiana Shavrina

    Article at MIT Press Presented at EMNLP 2023

60. JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims

    FENGZHU ZENG, Wei GAO

    Article at MIT Press Presented at ACL 2024

61. Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension

    Sweta Agrawal, Marine Carpuat

    Presented at EACL 2024 Article at MIT Press

62. AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning

    Han Zhou, Xingchen Wan, Ivan Vulić, Anna Korhonen

    Article at MIT Press

63. Semantics of Multiword Expressions in Transformer-Based Models: A Survey

    Filip Miletić, Sabine Schulte im Walde

    Article at MIT Press Presented at EMNLP 2024

64. Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation

    Cyril CHHUN, Fabian Suchanek, Chloé Clavel

    Article at MIT Press

65. Simultaneous Selection and Adaptation of Source Data via Four-Level Optimization

    Pengtao Xie, Xingchen Zhao, Xuehai He

    Article at MIT Press

66. Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias

    Itay Itzhak, Gabriel, Nir, Yonatan

    Presented at ACL 2024 Article at MIT Press