ACL 2023

2,767 papers

MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns

Anqi Liu, Bo Wang, Yue Tan, Dongming Zhao, Kun Huang

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning

Hui-Chi Kuo, Yun-Nung Chen

RMSSinger: Realistic-Music-Score based Singing Voice Synthesis

Jinzheng He, Jinglin Liu, Zhenhui Ye, Rongjie Huang, Chenye Cui

Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization

Chong Yu, Tao Chen, Zhongxue Gan

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance

Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang

Cross-Lingual Transfer with Target Language-Ready Task Adapters

Marinela Parovic, Alan Ansell, Ivan Vulić, Anna Korhonen

Exploiting Pseudo Image Captions for Multimodal Summarization

Chaoya Jiang, Rui Xie, Wei Ye, Jinan Sun, Shikun Zhang

Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations

Zehan Wang, Yang Zhao, Haifeng Huang, Yan Xia, Zhou Zhao

Layerwise universal adversarial attack on NLP models

Olga Tsymboi, Danil Malaev, Andrei Petrovskii, Ivan Oseledets

Pre-training Language Model as a Multi-perspective Course Learner

Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling

Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization

Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang

Abstractive Text Summarization Using the BRIO Training Paradigm

Khang Lam, Thieu Doan, Khang Pham, Jugal Kalita

TimelineQA: A Benchmark for Question Answering over Timelines

Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi

Modularized Zero-shot VQA with Pre-trained Models

Rui Cao, Jing Jiang

DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition

Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song

Conformal Nucleus Sampling

Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger

A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions

Hwiyeol Jo

Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next?

Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu

Retrieval-based Language Models and Applications

Akari Asai, Sewon Min, Zexuan Zhong, Danqi Chen

Indirectly Supervised Natural Language Processing

Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang

Generating Text from Language Models

Afra Amini, Ryan Cotterell, John Hewitt, Luca Malagutti, Clara Meister

Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world

Sunayana Sitaram, Monojit Choudhury, Barun Patra, Vishrav Chaudhary, Kabir Ahuja

Complex Reasoning in Natural Language

Wenting Zhao, Mor Geva, Bill Yuchen Lin, Michihiro Yasunaga, Aman Madaan

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond

Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua

Automated Digitization of Unstructured Medical Prescriptions

Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan

Weakly supervised hierarchical multi-task classification of customer questions

Jitenkumar Rana, Promod Yenigalla, Chetan Aggarwal, Sandeep Sricharan Mukku, Manan Soni

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models

Zhiwei Jia, Pradyumna Narayana, Arjun Akula, Garima Pruthi, Hao Su

Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search

Zhiyu Chen, Jason Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi

Referring to Screen Texts with Voice Assistants

Shruti Bhargava, Anand Dhoot, Ing-marie Jonsson, Hoang Long Nguyen, Alkesh Patel

Exploring Zero and Few-shot Techniques for Intent Classification

Soham Parikh, Mitul Tiwari, Prashil Tumbade, Quaizar Vohra

Answering Unanswered Questions through Semantic Reformulations in Spoken QA

Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi

CUPID: Curriculum Learning Based Real-Time Prediction using Distillation

Arindam Bhattacharya, Ankith Ms, Ankit Gandhi, Vijay Huddar, Atul Saroop

What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue

Deuksin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim

“Let’s not Quote out of Context”: Unified Vision-Language Pretraining for Context Assisted Image Captioning

Abisek Rajakumar Kalarani, Pushpak Bhattacharyya, Niyati Chhaya, Sumit Shekhar

Search Query Spell Correction with Weak Supervision in E-commerce

Vishal Kakkar, Chinmay Sharma, Madhura Pande, Surender Kumar

NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks

Xinpeng Zhang, Ming Tan, Jingfan Zhang, Wei Zhu

SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu

Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users

Liang Wang, Ivano Lauriola, Alessandro Moschitti

Predicting Customer Satisfaction with Soft Labels for Ordinal Classification

Etienne Manderscheid, Matthias Lee

RadLing: Towards Efficient Radiology Report Understanding

Rikhiya Ghosh, Oladimeji Farri, Sanjeev Kumar Karn, Manuela Danu, Ramya Vunikili

Federated Learning of Gboard Language Models with Differential Privacy

Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher Choquette, Peter Kairouz

Context-Aware Query Rewriting for Improving Users’ Search Experience on E-commerce Websites

Simiao Zuo, Qingyu Yin, Haoming Jiang, Shaohui Xi, Bing Yin

Unified Contextual Query Rewriting

Yingxue Zhou, Jie Hao, Mukund Rungta, Yang Liu, Eunah Cho

AI Coach Assist: An Automated Approach for Call Recommendation in Contact Centers for Agent Coaching

Md Tahmid Rahman Laskar, Cheng Chen, Xue-yong Fu, Mahsa Azizi, Shashi Bhushan

Towards Building a Robust Toxicity Predictor

Dmitriy Bespalov, Sourav Bhabesh, Yi Xiang, Liutong Zhou, Yanjun Qi

Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification

Tianqi Wang, Lei Chen, Xiaodan Zhu, Younghun Lee, Jing Gao

Content Moderation for Evolving Policies using Binary Question Answering

Sankha Subhra Mullick, Mohan Bhambhani, Suhit Sinha, Akshat Mathur, Somya Gupta

Reducing cohort bias in natural language understanding systems with targeted self-training scheme

Dieu-Thu Le, Gabriela Hernandez, Bei Chen, Melanie Bradford

Regression-Free Model Updates for Spoken Language Understanding

Andrea Caciolai, Verena Weber, Tobias Falke, Alessandro Pedrani, Davide Bernardi

Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform

Mateusz Wójcik, Witold Kościukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek

Evaluating Embedding APIs for Information Retrieval

Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-hermelo

K-pop and fake facts: from texts to smart alerting for maritime security

Maxime Prieur, Souhir Gahbiche, Guillaume Gadek, Sylvain Gatepaille, Kilian Vasnier

BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting

Wei Zhu, Peng Wang, Yuan Ni, Guotong Xie, Xiaoling Wang

DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction

Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen, Annalisa Riccardi

Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization

Shansan Gong, Zelin Zhou, Shuo Wang, Fengjiao Chen, Xiujie Song

Event-Centric Query Expansion in Web Search

Yanan Zhang, Weijie Cui, Yangfan Zhang, Xiaoling Bai, Zhe Zhang

Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach

Seyed Amin Tabatabaei, Georgios Cheirmpos, Marius Doornenbal, Alberto Zigoni, Veronique Moore

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding

Jonathan Hueser, Judith Gaspers, Thomas Gueudre, Chandana Prakash, Jin Cao

Reliable and Interpretable Drift Detection in Streams of Short Texts

Ella Rabinovich, Matan Vetzler, Samuel Ackerman, Ateret Anaby Tavor

Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings

Jong Myoung Kim, Young-jun Lee, Sangkeun Jung, Ho-Jin Choi

HyperT5: Towards Compute-Efficient Korean Language Modeling

Dongju Park, Soonwon Ka, Kang Min Yoo, Gichang Lee, Jaewook Kang

Chemical Language Understanding Benchmark

Yunsoo Kim, Hyuk Ko, Jane Lee, Hyun Young Heo, Jinyoung Yang

SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels

Zhenting Qi, Xiaoyu Tan, Chao Qu, Yinghui Xu, Yuan Qi

Multi-doc Hybrid Summarization via Salient Representation Learning

Min Xiao

MobileNMT: Enabling Translation in 15MB and 30ms

Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao

Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems

Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do

A Static Evaluation of Code Completion by Large Language Models

Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski

EvolveMT: an Ensemble MT Engine Improving Itself with Usage Only

Kamer Yüksel, Ahmet Gunduz, Mohamed Al-badrashiny, Hassan Sawaf

Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy

Zekai Chen, Mariann Micsinai Balan, Kevin Brown

An efficient method for Natural Language Querying on Structured Data

Hanoz Bhathena, Aviral Joshi, Prateek Singh

Consistent Text Categorization using Data Augmentation in e-Commerce

Noa Avigdor, Guy Horowitz, Ariel Raviv, Stav Yanovsky Daye

Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes

Anant Khandelwal, Happy Mittal, Shreyas Kulkarni, Deepak Gupta

Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed

Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Wu Ziheng

PLAtE: A Large-scale Dataset for List Page Web Extraction

Aidan San, Yuan Zhuang, Jan Bakus, Colin Lockard, David Ciemiewicz

Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce

Abhinav Goyal, Nikesh Garera

Application-Agnostic Language Modeling for On-Device ASR

Markus Nussbaum-thom, Lyan Verwimp, Youssef Oualil

The economic trade-offs of large language models: A case study

Kristen Howell, Gwen Christian, Pavel Fomitchov, Gitit Kehat, Julianne Marzulla

Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses

Donato Crisostomi, Andrea Caciolai, Alessandro Pedrani, Kay Rottmann, Alessandro Manzotti

Improving Knowledge Production Efficiency With Question Answering on Conversation

Changlin Yang, Siye Liu, Sen Hu, Wangshu Zhang, Teng Xu

KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications

Hwaran Lee, Seokhee Hong, Joonsuk Park, Takyoung Kim, Gunhee Kim

Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports

Chuang Liu, Junzhuo Li, Deyi Xiong

Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs

Abishek Komma, Nagesh Panyam Chandrasekarasastry, Timothy Leffel, Anuj Goyal, Angeliki Metallinou

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog

Kewei Cheng, Xian Li, Zhengyang Wang, Chenwei Zhang, Binxuan Huang

Entity Contrastive Learning in a Large-Scale Virtual Assistant System

Jonathan Rubin, Jason Crowley, George Leung, Morteza Ziyadi, Maria Minakova

FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph

Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen

GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model

Shicheng Tan, Weng Lam Tam, Yuanchun Wang, Wenwen Gong, Shu Zhao

AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs

Thomas Ricatte, Donato Crisostomi

Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection

Beizhe Hu, Qiang Sheng, Juan Cao, Yongchun Zhu, Danding Wang

xPQA: Cross-Lingual Product Question Answering in 12 Languages

Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

Label efficient semi-supervised conversational intent classification

Mandar Kulkarni, Kyung Kim, Nikesh Garera, Anusua Trivedi

Domain-specific transformer models for query translation

Mandar Kulkarni, Nikesh Garera, Anusua Trivedi

KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce

Qinjin Jia, Yang Liu, Daoping Wu, Shaoyuan Xu, Huidong Liu

CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval

Jiapeng Wang, Chengyu Wang, Xiaodan Wang, Jun Huang, LianWen Jin

Extracting Text Representations for Terms and Phrases in Technical Domains

Francesco Fusco, Diego Antognini

pNLP-Mixer: an Efficient all-MLP Architecture for Language

Francesco Fusco, Damian Pascual, Peter Staar, Diego Antognini

Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems

Mohammad Kachuee, Sungjin Lee

MathPrompter: Mathematical Reasoning using Large Language Models

Shima Imani, Liang Du, Harsh Shrivastava

Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications

Chikara Hashimoto, Gautam Kumar, Shuichiro Hashimoto, Jun Suzuki

“Knowledge is Power”: Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation

Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Milind Gune, Kush Shrivastava

CWSeg: An Efficient and General Approach to Chinese Word Segmentation

Dedong Li, Rui Zhao, Fei Tan