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ACL 2023

2,767 papers

A Simple, Yet Effective Approach to Finding Biases in Code Generation

Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski

Detecting Adversarial Samples through Sharpness of Loss Landscape

Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui

Boosting Event Extraction with Denoised Structure-to-Text Augmentation

Bo Wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation

Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi

A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models

Hayeon Lee, Rui Hou, Jongpil Kim, Davis Liang, Sung Ju Hwang

JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions

Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu

Smart Word Suggestions for Writing Assistance

Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang

An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure

Nicolas Devatine, Philippe Muller, Chloé Braud

Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion

Wei-Jen Ko, Yating Wu, Cutter Dalton, Dananjay Srinivas, Greg Durrett

Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models

Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun

Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog

Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He

Improving Contrastive Learning of Sentence Embeddings from AI Feedback

Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun, Linyang Li, Xipeng Qiu

Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training

Haode Zhang, Haowen Liang, Liming Zhan, Albert Y.S. Lam, Xiao-ming Wu

Learning by Analogy: Diverse Questions Generation in Math Word Problem

Zihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang

MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation

Swarnadeep Saha, Xinyan Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz

A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition

Qi Li, Tingyu Xie, Peng Peng, Hongwei Wang, Gaoang Wang

Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System

Shimin Li, Xiaotian Zhang, Yanjun Zheng, Linyang Li, Xipeng Qiu

Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI

Alex Mei, Sharon Levy, William Yang Wang

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation

Meng Zhou, Xin Li, Yue Jiang, Lidong Bing

Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation

Linjun Li, Tao Jin, Xize Cheng, Ye Wang, Wang Lin

Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers

Vikram Kumaran, Jonathan Rowe, Bradford Mott, Snigdha Chaturvedi, James Lester

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS

Maitrey Mehta, Vivek Srikumar

Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training

Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates

Contextualized Semantic Distance between Highly Overlapped Texts

Letian Peng, Zuchao Li, Hai Zhao

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks

Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li, Yang Liu

Structured Pruning for Efficient Generative Pre-trained Language Models

Chaofan Tao, Lu Hou, Haoli Bai, Jiansheng Wei, Xin Jiang

On Text-based Personality Computing: Challenges and Future Directions

Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri, Laura Boeschoten, Erik-Jan van Kesteren

Learn to Not Link: Exploring NIL Prediction in Entity Linking

Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System

Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang

Bridging the Granularity Gap for Acoustic Modeling

Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu

A Call for Standardization and Validation of Text Style Transfer Evaluation

Phil Ostheimer, Mayank Nagda, Marius Kloft, Sophie Fellenz

OpineSum: Entailment-based self-training for abstractive opinion summarization

Annie Louis, Joshua Maynez

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization

Prafulla Kumar Choubey, Alex Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu

Pre-trained Personalized Review Summarization with Effective Salience Estimation

Hongyan Xu, Hongtao Liu, Zhepeng Lv, Qing Yang, Wenjun Wang

Replace and Report: NLP Assisted Radiology Report Generation

Kaveri Kale, Pushpak Bhattacharyya, Kshitij Jadhav

Masked Audio Text Encoders are Effective Multi-Modal Rescorers

Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan

Understanding Differential Search Index for Text Retrieval

Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun, Yingfei Sun

Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages

Dominique Brunato, Felice Dell’Orletta, Irene Dini, Andrea Amelio Ravelli

Hybrid Hierarchical Retrieval for Open-Domain Question Answering

Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang

Understanding Programs by Exploiting (Fuzzing) Test Cases

Jianyu Zhao, Yuyang Rong, Yiwen Guo, Yifeng He, Hao Chen

PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts

Xiangjue Dong, Yun He, Ziwei Zhu, James Caverlee

ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages

Yekun Chai, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian

Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking

Inigo Urteaga, Moulay Zaidane Draidia, Tomer Lancewicki, Shahram Khadivi

Curating Datasets for Better Performance with Example Training Dynamics

Aviad Sar-Shalom, Roy Schwartz

Disambiguated Lexically Constrained Neural Machine Translation

Jinpeng Zhang, Nini Xiao, Ke Wang, Chuanqi Dong, Xiangyu Duan

Deep Span Representations for Named Entity Recognition

Enwei Zhu, Yiyang Liu, Jinpeng Li

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals

Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets

Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu

How does the task complexity of masked pretraining objectives affect downstream performance?

Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio, Yasuhiro Sogawa

Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning

Zhanming Jie, Wei Lu

Differentiable Instruction Optimization for Cross-Task Generalization

Masaru Isonuma, Junichiro Mori, Ichiro Sakata

LMentry: A Language Model Benchmark of Elementary Language Tasks

Avia Efrat, Or Honovich, Omer Levy

ISLTranslate: Dataset for Translating Indian Sign Language

Abhinav Joshi, Susmit Agrawal, Ashutosh Modi

Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference

Wangchunshu Zhou, Ronan Le Bras, Yejin Choi

How Well Do Large Language Models Perform on Faux Pas Tests?

Natalie Shapira, Guy Zwirn, Yoav Goldberg

Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation

Zhiyang Xu, Jay Yoon Lee, Lifu Huang

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning

Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun

DePlot: One-shot visual language reasoning by plot-to-table translation

Fangyu Liu, Julian Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang

PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation

Yixin Wan, Kuan-Hao Huang, Kai-Wei Chang

Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree

Connor Baumler, Anna Sotnikova, Hal Daume III

Multi-hop Evidence Retrieval for Cross-document Relation Extraction

Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen

LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing

Xiuqing Lv, Peng Zhang, Sunzhu Li, Guobing Gan, Yueheng Sun

Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph

Ruili Pu, Yang Li, Suge Wang, Deyu Li, Jianxing Zheng

Character Coreference Resolution in Movie Screenplays

Sabyasachee Baruah, Shrikanth Narayanan

Augmenting Large Language Model Translators via Translation Memories

Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition

Wei Chen, Shiqi Wei, zhongyu wei, Xuanjing Huang

Tab-CoT: Zero-shot Tabular Chain of Thought

Jin Ziqi, Wei Lu

WebDP: Understanding Discourse Structures in Semi-Structured Web Documents

Peilin Liu, Hongyu Lin, Meng Liao, Hao Xiang, Xianpei Han

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks

Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints

Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen

Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction

Martin Fajcik, Petr Motlicek, Pavel Smrz

HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language

Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad, Aneesh Bose, Guneet Singh Kohli

End-to-End Task-Oriented Dialogue Systems Based on Schema

Wiradee Imrattanatrai, Ken Fukuda

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation

Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun

Noise-Robust Training with Dynamic Loss and Contrastive Learning for Distantly-Supervised Named Entity Recognition

Zhiyuan Ma, Jintao Du, Shuheng Zhou

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs

Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang

NewsMet : A ‘do it all’ Dataset of Contemporary Metaphors in News Headlines

Rohan Joseph, Timothy Liu, Aik Beng Ng, Simon See, Sunny Rai

MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning

Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He

A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT

Youbin Lee, Deokgi Kim, Byung-Won On, Ingyu Lee

Enhancing Continual Relation Extraction via Classifier Decomposition

Heming Xia, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata

Shaoru Guo, Chenhao Wang, Yubo Chen, Kang Liu, Ru Li

PREADD: Prefix-Adaptive Decoding for Controlled Text Generation

Jonathan Pei, Kevin Yang, Dan Klein

Compositional Mathematical Encoding for Math Word Problems

Zhenwen Liang, Jipeng Zhang, kehan Guo, Xiaodong Wu, Jie Shao

SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT

Shengyao Zhang, Xudong Pan, Mi Zhang, Min Yang

MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction

Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng

FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models

Zhuo Zhang, Yuanhang Yang, Yong Dai, Qifan Wang, Yue Yu

FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models

Shramay Palta, Rachel Rudinger

NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts

Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li

Explanation Graph Generation via Generative Pre-training over Synthetic Graphs

Han Cui, Shangzhan Li, Yu Zhang, Qi SHI

Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration

Dongkyu Lee, Gyeonghun Kim, Janghoon Han, Taesuk Hong, Yi-Reun Kim

INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition

Eunseop Yoon, Hee Suk Yoon, John Harvill, Mark Hasegawa-Johnson, Chang Yoo

Denoising Enhanced Distantly Supervised Ultrafine Entity Typing

Yue Zhang, Hongliang Fei, Ping Li

EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding

Dae Yon Hwang, Bilal Taha, Yaroslav Nechaev

Making Pre-trained Language Models both Task-solvers and Self-calibrators

Yangyi Chen, Xingyao Wang, Heng Ji

Taxonomy of Problems in Lexical Semantics

Bradley Hauer, Grzegorz Kondrak

Figurative Language Processing: A Linguistically Informed Feature Analysis of the Behavior of Language Models and Humans

Hyewon Jang, Qi Yu, Diego Frassinelli

Semantic-conditioned Dual Adaptation for Cross-domain Query-based Visual Segmentation

Ye Wang, Tao Jin, Wang Lin, Xize Cheng, Linjun Li

Interpretable Multimodal Misinformation Detection with Logic Reasoning

Hui LIU, Wenya Wang, Haoliang Li

Parameter-Efficient Finetuning for Robust Continual Multilingual Learning

Kartikeya Badola, Shachi Dave, Partha Talukdar