ACL 2023

2,767 papers

Exploring the Impact of Vision Features in News Image Captioning

Junzhe Zhang, Xiaojun Wan

Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance

Wanlong Liu, Shaohuan Cheng, DingYi Zeng, Qu Hong

Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation

Matthew Raffel, Lizhong Chen

Triplet-Free Knowledge-Guided Response Generation

Dongming Li, Jianfeng Liu, Baoyuan Wang

SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme

Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung

Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias

Venkata Subrahmanyan Govindarajan, David Beaver, Kyle Mahowald, Junyi Jessy Li

Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension

Jiazheng Zhu, Shaojuan Wu, Xiaowang Zhang, Yuexian Hou, Zhiyong Feng

On Search Strategies for Document-Level Neural Machine Translation

Christian Herold, Hermann Ney

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation

You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang

Reproducibility in NLP: What Have We Learned from the Checklist?

Ian Magnusson, Noah A. Smith, Jesse Dodge

DMLM: Descriptive Masked Language Modeling

Edoardo Barba, Niccolò Campolungo, Roberto Navigli

Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis

Joachim Wagner, Jennifer Foster

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective

Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang

Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond

Haw-Shiuan Chang, Zonghai Yao, Alolika Gon, Hong Yu, Andrew McCallum

Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction

Xinyi Wang, Zitao Wang, Wei Hu

GNN-SL: Sequence Labeling Based on Nearest Examples via GNN

Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang

Aspect-aware Unsupervised Extractive Opinion Summarization

Haoyuan Li, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Nonparametric Decoding for Generative Retrieval

Hyunji Lee, Jaeyoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang

A Diffusion Model for Event Skeleton Generation

Fangqi Zhu, Lin Zhang, Jun Gao, Bing Qin, Ruifeng Xu

Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning

Umang Gupta, Aram Galstyan, Greg Ver Steeg

A Hierarchical Explanation Generation Method Based on Feature Interaction Detection

Yiming Ju, Yuanzhe Zhang, Kang Liu, Jun Zhao

Focus-aware Response Generation in Inquiry Conversation

Yiquan Wu, Weiming Lu, Yating Zhang, Adam Jatowt, Jun Feng

Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data?

Zewen Chi, Heyan Huang, Xian-Ling Mao

Language Modeling with Latent Situations

Belinda Z. Li, Maxwell Nye, Jacob Andreas

Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett

Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations

Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou

CausalDialogue: Modeling Utterance-level Causality in Conversations

Yi-Lin Tuan, Alon Albalak, Wenda Xu, Michael Saxon, Connor Pryor

Lexical Translation Inconsistency-Aware Document-Level Translation Repair

Zhen Zhang, Junhui Li, Shimin Tao, Hao Yang

Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation

Hui-Juan Wang, Kai-Yu Hsieh, Han-Cheng Yu, Jui-Ching Tsou, Yu An Shih

Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution

Tianjian Li, Kenton Murray

The Coreference under Transformation Labeling Dataset: Entity Tracking in Procedural Texts Using Event Models

Kyeongmin Rim, Jingxuan Tu, Bingyang Ye, Marc Verhagen, Eben Holderness

On the Correspondence between Compositionality and Imitation in Emergent Neural Communication

Emily Cheng, Mathieu Rita, Thierry Poibeau

Evaluating Factuality in Cross-lingual Summarization

Mingqi Gao, Wenqing Wang, Xiaojun Wan, Yuemei Xu

TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition

Wei Xiang, Chao Liang, Bang Wang

DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System

Yufan Wang, Bowei Zou, Rui Fan, Ai Ti Aw, Tingting He

Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities

Riccardo Orlando, Simone Conia, Roberto Navigli

PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data

Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti

HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models

Yuqi Ren, Deyi Xiong

Common Law Annotations: Investigating the Stability of Dialog System Output Annotations

Seunggun Lee, Alexandra DeLucia, Nikita Nangia, Praneeth Ganedi, Ryan Guan

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar

On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning

Chenghao Xiao, Yang Long, Noura Al Moubayed

A Unified One-Step Solution for Aspect Sentiment Quad Prediction

Junxian Zhou, Haiqin Yang, Yuxuan He, Hao Mou, JunBo Yang

Response-conditioned Turn-taking Prediction

Bing’er Jiang, Erik Ekstedt, Gabriel Skantze

UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set

Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia

The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

Debayan Banerjee, Pranav Nair, Ricardo Usbeck, Chris Biemann

Language acquisition: do children and language models follow similar learning stages?

Linnea Evanson, Yair Lakretz, Jean Rémi King

QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition

Ziming Li, Yan Zhou, Yaxin Liu, Fuqing Zhu, Chuanpeng Yang

Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning

Daniel Saggau, Mina Rezaei, Bernd Bischl, Ilias Chalkidis

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts

Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets

Payam Karisani

Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering

Yung-Sung Chuang, Wei Fang, Shang-Wen Li, Wen-tau Yih, James Glass

ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision

Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao

Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization

Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang

Explanation Regeneration via Information Bottleneck

Qintong Li, Zhiyong Wu, Lingpeng Kong, Wei Bi

Improving Radiology Summarization with Radiograph and Anatomy Prompts

Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang

Revisiting Non-Autoregressive Translation at Scale

Zhihao Wang, Longyue Wang, Jinsong Su, Junfeng Yao, Zhaopeng Tu

On the Strength of Sequence Labeling and Generative Models for Aspect Sentiment Triplet Extraction

Shen Zhou, Tieyun Qian

SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives

Fedor Moiseev, Gustavo Hernandez Abrego, Peter Dornbach, Imed Zitouni, Enrique Alfonseca

Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models

Hang Cao, Zhiquan Cao, Chi Hu, Baoyu Hou, Tong Xiao

Connectivity Patterns are Task Embeddings

Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, zhongyu wei

Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control

Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency

An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts

Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha, Vijay Mago

Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors

Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao

SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries

Chau Nguyen, Tim French, Wei Liu, Michael Stewart

Easy-to-Hard Learning for Information Extraction

Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing

DopplerBAS: Binaural Audio Synthesis Addressing Doppler Effect

Jinglin Liu, Zhenhui Ye, Qian Chen, Siqi Zheng, Wen Wang

Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification

Anni Zou, Zhuosheng Zhang, Hai Zhao

HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models

Swaroop Mishra, Elnaz Nouri

Neighboring Words Affect Human Interpretation of Saliency Explanations

Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg

Race, Gender, and Age Biases in Biomedical Masked Language Models

Michelle YoungJin Kim, Junghwan Kim, Kristen Marie Johnson

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval

Yue Yu, Yuchen Zhuang, Rongzhi Zhang, Yu Meng, Jiaming Shen

Deep Equilibrium Non-Autoregressive Sequence Learning

Zaixiang Zheng, Yi Zhou, Hao Zhou

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training

Chulun Zhou, Yunlong Liang, Fandong Meng, Jinan Xu, Jinsong Su

Scale-Invariant Infinite Hierarchical Topic Model

Shusei Eshima, Daichi Mochihashi

DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies

Vishal Saley, Rocktim Das, Dinesh Raghu, Mausam

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding

Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu

HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model

Simra Shahid, Tanay Anand, Nikitha Srikanth, Sumit Bhatia, Balaji Krishnamurthy

FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models

Ziyue Jiang, Qian Yang, Jialong Zuo, Zhenhui Ye, Rongjie Huang

An Exploratory Study on Model Compression for Text-to-SQL

Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen

AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese

Abhijnan Nath, Sheikh Mannan, Nikhil Krishnaswamy

Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking

Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil

Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning

Mozhdeh Gheini, Xuezhe Ma, Jonathan May

Predicting Human Translation Difficulty Using Automatic Word Alignment

Zheng Wei Lim, Trevor Cohn, Charles Kemp, Ekaterina Vylomova

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt

Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

Jason Hoelscher-Obermaier, Julia Persson, Esben Kran, Ioannis Konstas, Fazl Barez

FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference

Michiel De Jong, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation

Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li

Revisiting Pathologies of Neural Models under Input Reduction

Canasai Kruengkrai, Junichi Yamagishi

Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting

Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam

Disfluency Generation for More Robust Dialogue Systems

Benjamin Marie

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen

Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations

Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks

Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang

BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation

YunSeok Choi, Hyojun Kim, Jee-Hyong Lee

Recyclable Tuning for Continual Pre-training

Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang

Topic-Guided Self-Introduction Generation for Social Media Users

Chunpu Xu, Jing Li, Piji Li, Min Yang

Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !

Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao

CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation

Rahul Madhavan, Rishabh Garg, Kahini Wadhawan, Sameep Mehta

Membership Inference Attacks against Language Models via Neighbourhood Comparison

Justus Mattern, FatemehSadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan