ACL 2023

2,767 papers

ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal Gajera, Shreeyash Gowaikar, Chandan Gupta

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark

Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li

Better Zero-Shot Reasoning with Self-Adaptive Prompting

Xingchen Wan, Ruoxi Sun, Hanjun Dai, Sercan Arik, Tomas Pfister

Varta: A Large-Scale Headline-Generation Dataset for Indic Languages

Rahul Aralikatte, Ziling Cheng, Sumanth Doddapaneni, Jackie Chi Kit CHEUNG

Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction

Wanyun Cui, Xingran Chen

Language Model Analysis for Ontology Subsumption Inference

Yuan He, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks

Adversarial Textual Robustness on Visual Dialog

Lu Yu, Verena Rieser

Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition

Jiuding Yang, Jinwen Luo, Weidong Guo, Di Niu, Yu Xu

Unsupervised Task Graph Generation from Instructional Video Transcripts

Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee

End-to-End Argument Mining over Varying Rhetorical Structures

Elena Chistova

Graph Reasoning for Question Answering with Triplet Retrieval

Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li

An Investigation of Noise in Morphological Inflection

Adam Wiemerslage, Changbing Yang, Garrett Nicolai, Miikka Silfverberg, Katharina Kann

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning

Hyeonmin Ha, Soyoung Jung, Jinsol Park, Minjoon Seo, Seung-won Hwang

A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment

Jianheng Tang, Kangfei Zhao, Jia Li

WYWEB: A NLP Evaluation Benchmark For Classical Chinese

Bo Zhou, Qianglong Chen, Tianyu Wang, Xiaomi Zhong, Yin Zhang

Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition

Shan Zhang, Bin Cao, Tianming Zhang, Yuqi Liu, Jing Fan

It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance

Arjun Subramonian, Xingdi Yuan, Hal Daume III, Su Lin Blodgett

PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition

Yucheng Huang, Wenqiang Liu, Xianli Zhang, Jun Lang, Tieliang Gong

ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification

Kaihao Guo, Hang Yu, Cong Liao, Jianguo Li, Haipeng Zhang

Eliciting Affective Events from Language Models by Multiple View Co-prompting

Yuan Zhuang, Ellen Riloff

Towards Open-Domain Twitter User Profile Inference

Haoyang Wen, Zhenxin Xiao, Eduard Hovy, Alexander Hauptmann

Parallel Data Helps Neural Entity Coreference Resolution

Gongbo Tang, Christian Hardmeier

Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance

Shira Wein, Christopher Homan, Lora Aroyo, Chris Welty

CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation

Yikun Lei, Zhengshan Xue, Xiaohu Zhao, Haoran Sun, Shaolin Zhu

Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue

Xing Ma, Peng Zhang, Feifei Zhao

Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data

Robert Litschko, Ekaterina Artemova, Barbara Plank

B2T Connection: Serving Stability and Performance in Deep Transformers

Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming

Hanlin Zhang, Jiani Huang, Ziyang Li, Mayur Naik, Eric Xing

Aerial Vision-and-Dialog Navigation

Yue Fan, Winson Chen, Tongzhou Jiang, Chun Zhou, Yi Zhang

Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers

Félix Gaschi, Patricio Cerda, Parisa Rastin, Yannick Toussaint

Recurrent Attention Networks for Long-text Modeling

Xianming Li, Zongxi Li, Xiaotian Luo, Haoran Xie, Xing Lee

Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners

Claire Barale, Michael Rovatsos, Nehal Bhuta

Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description

Wangchunshu Zhou, Qifei Li, Chenle Li

The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges

Genta Winata, Alham Fikri Aji, Zheng Xin Yong, Thamar Solorio

Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels

Aviv Weinstein, Yoav Goldberg

Quantifying Train-Evaluation Overlap with Nearest Neighbors

Gauri Kambhatla, Thuy Nguyen, Eunsol Choi

Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction

Julia White, Arushi Raghuvanshi, Yada Pruksachatkun

AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing

Asaad Alghamdi, Xinyu Duan, Wei Jiang, Zhenhai Wang, Yimeng Wu

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

Grounding the Lexical Substitution Task in Entailment

Talgat Omarov, Grzegorz Kondrak

Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction

Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao

What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation

Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen

Measuring and Mitigating Local Instability in Deep Neural Networks

Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie

Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation

Francois Meyer, Jan Buys

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents

Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gael de Chalendar

Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection

Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata

Exploring Variation of Results from Different Experimental Conditions

Maja Popović, Mohammad Arvan, Natalie Parde, Anya Belz

Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime

Zitong Li, Jiawei Li, Haifeng Tang, Kenny Zhu, Ruolan Yang

Measuring Intersectional Biases in Historical Documents

Nadav Borenstein, Karolina Stańczak, Thea Rolskov, Natacha Klein Käfer, Natália da Silva Perez

From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds?

Albert Coil, Vered Shwartz

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation

Yaoming Zhu, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu

Large Language Models are Built-in Autoregressive Search Engines

Noah Ziems, Wenhao Yu, Zhihan Zhang, Meng Jiang

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels

Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You

Together We Make Sense–Learning Meta-Sense Embeddings

Haochen Luo, Yi Zhou, Danushka Bollegala

Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition

Yuanyuan Xu, Zeng Yang, Linhai Zhang, Deyu Zhou, Tiandeng Wu

Controlling Styles in Neural Machine Translation with Activation Prompt

Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang

Rethinking Translation Memory Augmented Neural Machine Translation

Hongkun Hao, Guoping Huang, Lemao Liu, Zhirui Zhang, Shuming Shi

An Investigation of Evaluation Methods in Automatic Medical Note Generation

Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

Jialu Wang, Xinyue Liu, Zonglin Di, Yang Liu, Xin Wang

InfoSync: Information Synchronization across Multilingual Semi-structured Tables

Siddharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria, Shuo Zhang

Retrieving Multimodal Prompts for Generative Visual Question Answering

Timothy Ossowski, Junjie Hu

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias

Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou

Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function

Mingyang Song, Haiyun Jiang, Lemao Liu, Shuming Shi, Liping Jing

RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering

Cunxiang Wang, Haofei Yu, Yue Zhang

ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization

Peiyao Li, Zhengkun Zhang, Jun Wang, Liang Li, Adam Jatowt

Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning

Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li

Contrastive Learning of Sociopragmatic Meaning in Social Media

Chiyu Zhang, Muhammad Abdul-Mageed, Ganesh Jawahar

Open-World Factually Consistent Question Generation

Himanshu Maheshwari, Sumit Shekhar, Apoorv Saxena, Niyati Chhaya

Attribute Controlled Dialogue Prompting

Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart

Categorial grammar induction from raw data

Christian Clark, William Schuler

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning

Yongkang Wu, Meng Han, Yutao Zhu, Lei Li, Xinyu Zhang

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge

Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu

Characterizing the Impacts of Instances on Robustness

Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui

Structured Persuasive Writing Support in Legal Education: A Model and Tool for German Legal Case Solutions

Florian Weber, Thiemo Wambsganss, Seyed Parsa Neshaei, Matthias Soellner

On Dataset Transferability in Active Learning for Transformers

Fran Jelenić, Josip Jukić, Nina Drobac, Jan Šnajder

AVATAR: A Parallel Corpus for Java-Python Program Translation

Wasi Uddin Ahmad, Md Golam Rahman Tushar, Saikat Chakraborty, Kai-Wei Chang

C-XNLI: Croatian Extension of XNLI Dataset

Leo Obadić, Andrej Jertec, Marko Rajnović, Branimir Dropuljić

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction

Minqian Liu, Lifu Huang

Towards Open Environment Intent Prediction

Yunhua Zhou, Jiawei Hong, Xipeng Qiu

This prompt is measuring <mask>: evaluating bias evaluation in language models

Seraphina Goldfarb-Tarrant, Eddie Ungless, Esma Balkir, Su Lin Blodgett

Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding

Venkata Prabhakara Sarath Nookala, Gaurav Verma, Subhabrata Mukherjee, Srijan Kumar

Cross Encoding as Augmentation: Towards Effective Educational Text Classification

Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh

NormNet: Normalize Noun Phrases for More Robust NLP

Minlong Peng, Mingming Sun

Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection

Chien Nguyen, Linh Ngo, Thien Nguyen

Speaking Multiple Languages Affects the Moral Bias of Language Models

Katharina Hämmerl, Bjoern Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin Rothkopf

Pay More Attention to Relation Exploration for Knowledge Base Question Answering

Yong Cao, Xianzhi Li, Huiwen Liu, Wen Dai, Shuai Chen

Nonparametric Masked Language Modeling

Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih

Exploiting Abstract Meaning Representation for Open-Domain Question Answering

Cunxiang Wang, Zhikun Xu, Qipeng Guo, Xiangkun Hu, Xuefeng Bai

Topic and Style-aware Transformer for Multimodal Emotion Recognition

Shuwen Qiu, Nitesh Sekhar, Prateek Singhal

Reducing Sensitivity on Speaker Names for Text Generation from Dialogues

Qi Jia, Haifeng Tang, Kenny Zhu

Structural Contrastive Pretraining for Cross-Lingual Comprehension

Nuo Chen, Linjun Shou, Tengtao Song, Ming Gong, Jian Pei

PV2TEA: Patching Visual Modality to Textual-Established Information Extraction

Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement

Zhen Yang, Fandong Meng, Yuanmeng Yan, Jie Zhou

Incorporating Graph Information in Transformer-based AMR Parsing

Pavlo Vasylenko, Pere Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo, Roberto Navigli

TempLM: Distilling Language Models into Template-Based Generators

Tianyi Zhang, Mina Lee, Xiang Lisa Li, Ende Shen, Tatsunori Hashimoto

An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing

Mayank Kulkarni, Aoxiao Zhong, Nicolas Guenon des mesnards, Sahar Movaghati, Mukund Sridhar

A Language-First Approach for Procedure Planning

Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji

A Statistical Exploration of Text Partition Into Constituents: The Case of the Priestly Source in the Books of Genesis and Exodus

Gideon Yoffe, Axel Bühler, Nachum Dershowitz, Thomas Romer, Eli Piasetzky

Pragmatic Inference with a CLIP Listener for Contrastive Captioning

Jiefu Ou, Benno Krojer, Daniel Fried

Marie Bexte, Andrea Horbach, Torsten Zesch