ACL 2023

2,767 papers

DivHSK: Diverse Headline Generation using Self-Attention based Keyword Selection

Venkatesh E, Kaushal Maurya, Deepak Kumar, Maunendra Sankar Desarkar

Are Synonym Substitution Attacks Really Synonym Substitution Attacks?

Cheng-Han Chiang, Hung-yi Lee

Temporal Relation Classification using Boolean Question Answering

Omer Cohen, Kfir Bar

Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions

Lixing Zhu, Runcong Zhao, Gabriele Pergola, Yulan He

CDA: A Contrastive Data Augmentation Method for Alzheimer’s Disease Detection

Junwen Duan, Fangyuan Wei, Jin Liu, Hongdong Li, Tianming Liu

A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution

Neeraj Varshney, Himanshu Gupta, Eric Robertson, Bing Liu, Chitta Baral

Large Language Models with Controllable Working Memory

Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, MICHAL LUKASIK

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models

Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao

Zero-Shot Text Classification via Self-Supervised Tuning

Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu

Cross-lingual AMR Aligner: Paying Attention to Cross-Attention

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

Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning

Hao Zheng, Mirella Lapata

Extract and Attend: Improving Entity Translation in Neural Machine Translation

Zixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Shufang Xie

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai

Boosting Text Augmentation via Hybrid Instance Filtering Framework

Heng Yang, Ke Li

LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting

Rita Ramos, Bruno Martins, Desmond Elliott

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition

Zhen Zhang, Mengting Hu, Shiwan Zhao, Minlie Huang, Haotian Wang

General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation

Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou, Daqing He

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui

2*n is better than n2: Decomposing Event Coreference Resolution into Two Tractable Problems

Shafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin, Nikhil Krishnaswamy

AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation

Chujie Zheng, Sahand Sabour, Jiaxin Wen, Zheng Zhang, Minlie Huang

Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring

Heejin Do, Yunsu Kim, Gary Geunbae Lee

SERENGETI: Massively Multilingual Language Models for Africa

Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte

Adversarial Multi-task Learning for End-to-end Metaphor Detection

Shenglong Zhang, Ying Liu

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers

Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park

Emotion Cause Extraction on Social Media without Human Annotation

Debin Xiao, Rui Xia, Jianfei Yu

Efficient Out-of-Domain Detection for Sequence to Sequence Models

Artem Vazhentsev, Akim Tsvigun, Roman Vashurin, Sergey Petrakov, Daniil Vasilev

Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis

Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster

Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing

Jing Zheng, Jyh-Herng Chow, Zhongnan Shen, Peng Xu

Towards Zero-Shot Persona Dialogue Generation with In-Context Learning

Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition

Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu

Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer

Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma

Exploring Schema Generalizability of Text-to-SQL

Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing

Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu

Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs

Mingyang Zhou, Yi Fung, Long Chen, Christopher Thomas, Heng Ji

Learning to Generalize for Cross-domain QA

Yingjie Niu, Linyi Yang, Ruihai Dong, Yue Zhang

Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies

Raymond Zhang, Neha Nayak Kennard, Daniel Smith, Daniel McFarland, Andrew McCallum

The Diminishing Returns of Masked Language Models to Science

Zhi Hong, Aswathy Ajith, James Pauloski, Eamon Duede, Kyle Chard

Risks and NLP Design: A Case Study on Procedural Document QA

Nikita Haduong, Alice Gao, Noah A. Smith

BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews

Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan, Hasan Mahmud, Md Kamrul Hasan

Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context

Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang

Value type: the bridge to a better DST model

Gao Qixiang, Mingyang Sun, Yutao Mou, Chen Zeng, Weiran Xu

I am PsyAM: Modeling Happiness with Cognitive Appraisal Dimensions

Xuan Liu, Kokil Jaidka

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery

Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song

Client-Customized Adaptation for Parameter-Efficient Federated Learning

Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park, SangKeun Lee

Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training

Miriam Anschütz, Joshua Oehms, Thomas Wimmer, Bartłomiej Jezierski, Georg Groh

Adaptation Approaches for Nearest Neighbor Language Models

Rishabh Bhardwaj, George Polovets, Monica Sunkara

Towards Speech Dialogue Translation Mediating Speakers of Different Languages

Shuichiro Shimizu, Chenhui Chu, Sheng Li, Sadao Kurohashi

One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu

Rethinking Dictionaries and Glyphs for Chinese Language Pre-training

Yuxuan Wang, Jack Wang, Dongyan Zhao, Zilong Zheng

CLIPText: A New Paradigm for Zero-shot Text Classification

Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che

Transitioning from benchmarks to a real-world case of information-seeking in Scientific Publications

Chyrine Tahri, Aurore Bochnakian, Patrick Haouat, Xavier Tannier

Towards Reasoning in Large Language Models: A Survey

Jie Huang, Kevin Chen-Chuan Chang

Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information

Mingyang Song, Huafeng Liu, Yi Feng, Liping Jing

Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning

Chujie Zheng, Pei Ke, Zheng Zhang, Minlie Huang

Label Agnostic Pre-training for Zero-shot Text Classification

Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztian Flautner, Lingjia Tang

Multimedia Generative Script Learning for Task Planning

Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier

Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks

Kanishka Misra, Cicero Nogueira dos Santos, Siamak Shakeri

Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker

Sukmin Cho, Soyeong Jeong, Jeong yeon Seo, Jong Park

The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering

Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo, Arash Eshghi, Ioannis Papaioannou

AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach

Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li

Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling

Wei Liu, Songlin Yang, Kewei Tu

Few-shot Classification with Hypersphere Modeling of Prototypes

Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Haitao Zheng

Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment

Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman

When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario

Chengcheng Han, Liqing Cui, Renyu Zhu, Jianing Wang, Nuo Chen

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization

Alessandro Scirè, Simone Conia, Simone Ciciliano, Roberto Navigli

Re-appraising the Schema Linking for Text-to-SQL

Yujian Gan, Xinyun Chen, Matthew Purver

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting

Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao

TADA : Task Agnostic Dialect Adapters for English

William Held, Caleb Ziems, Diyi Yang

Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors

Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su

UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding

Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning

Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin

Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples

Hwichan Kim, Mamoru Komachi

The Web Can Be Your Oyster for Improving Language Models

Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie

Can Language Models Be Specific? How?

Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu

Towards Generative Event Factuality Prediction

John Murzaku, Tyler Osborne, Amittai Aviram, Owen Rambow

Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing

Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma

Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions

Yibin Wang, Yichen Yang, Di He, Kun He

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning

Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan

Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models

Soochan Lee, Gunhee Kim

Automatic Named Entity Obfuscation in Speech

Judita Preiss

A Formal Perspective on Byte-Pair Encoding

Vilém Zouhar, Clara Meister, Juan Gastaldi, Li Du, Tim Vieira

Transferring General Multimodal Pretrained Models to Text Recognition

Junyang Lin, Xuancheng Ren, Yichang Zhang, Gao Liu, Peng Wang

Exclusive Supermask Subnetwork Training for Continual Learning

Prateek Yadav, Mohit Bansal

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model

Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao

PAL: Persona-Augmented Emotional Support Conversation Generation

Jiale Cheng, Sahand Sabour, Hao Sun, Zhuang Chen, Minlie Huang

MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking

Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li

Robust Natural Language Understanding with Residual Attention Debiasing

Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen

TADA: Efficient Task-Agnostic Domain Adaptation for Transformers

Chia-Chien Hung, Lukas Lange, Jannik Strötgen

Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference

Jianxing Yu, Shiqi Wang, Libin Zheng, Qinliang Su, Wei Liu

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets

Md Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty

Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion

Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao

Prompt Tuning for Unified Multimodal Pretrained Models

Hao Yang, Junyang Lin, An Yang, Peng Wang, Chang Zhou

A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection

Naveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar, Pushpak Bhattacharyya

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue

Jian Wang, Dongding Lin, Wenjie Li

A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks

Ruiqing Ding, Xiao Han, Leye Wang

G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation

Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao

Rethinking Round-Trip Translation for Machine Translation Evaluation

Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn

On Evaluating and Mitigating Gender Biases in Multilingual Settings

Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks

Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui

The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python

Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen, Ioannis Konstas