EMNLP 2023

2,732 papers

VER: Unifying Verbalizing Entities and Relations

Jie Huang, Kevin Chang

Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension

Nuo Chen, Hongguang Li, Junqing He, Yinan Bao, Xinshi Lin

FFAEval: Evaluating Dialogue System via Free-For-All Ranking

Zeyao Ma, Zijun Yao, Jing Zhang, Jifan Yu, Xiaohan Zhang

Unveiling the Power of Argument Arrangement in Online Persuasive Discussions

Nailia Mirzakhmedova, Johannes Kiesel, Khalid Al-Khatib, Benno Stein

TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation

Junxiang Jiang

Causal Intervention-based Few-Shot Named Entity Recognition

Zhen Yang, Yongbin Liu, Chunping Ouyang

Enhanced Simultaneous Machine Translation with Word-level Policies

Kang Kim, Hankyu Cho

Is ChatGPT the ultimate Data Augmentation Algorithm?

Frédéric Piedboeuf, Philippe Langlais

Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models

Paul Youssef, Osman Koraş, Meijie Li, Jörg Schlötterer, Christin Seifert

QUADRo: Dataset and Models for QUestion-Answer Database Retrieval

Stefano Campese, Ivano Lauriola, Alessandro Moschitti

Learning Semantic Role Labeling from Compatible Label Sequences

Tao Li, Ghazaleh Kazeminejad, Susan Brown, Vivek Srikumar, Martha Palmer

Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing

Yanlin Feng, Adithya Pratapa, David Mortensen

Revisiting Entropy Rate Constancy in Text

Vivek Verma, Nicholas Tomlin, Dan Klein

Closed Boundary Learning for Classification Tasks with the Universum Class

Hanzhang Zhou, Zijian Feng, Kezhi Mao

BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text

Aarohi Srivastava, David Chiang

Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model

Parishad BehnamGhader, Santiago Miret, Siva Reddy

Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain

Isabella Olariu, Cedric Lothritz, Jacques Klein, Tegawendé Bissyandé, Siwen Guo

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook

Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu

Test-Time Self-Adaptive Small Language Models for Question Answering

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Hwang, Jong Park

SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley Malin, Sricharan Kumar

Extrapolating Multilingual Understanding Models as Multilingual Generators

Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu

BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings

MohammadSaleh Hosseini, Munawara Munia, Latifur Khan

Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks

Ruixiang Tang, Gord Lueck, Rodolfo Quispe, Huseyin Inan, Janardhan Kulkarni

Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data

Mubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta, Arpit Patil, Oana Cocarascu

Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing

Ying Zhang, Wenbo Fan, Kehui Song, Yu Zhao, Xuhui Sui

Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study

Yu Wang, Hendrik Buschmeier

PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection

Jinshan Zeng, Xianglong Yu, Xianchao Tong, Wenyan Xiao

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction

Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou

QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering

Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding

GRACE: Discriminator-Guided Chain-of-Thought Reasoning

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Exploring Context-Aware Evaluation Metrics for Machine Translation

Xinyu Hu, Xunjian Yin, Xiaojun Wan

Learning Interpretable Style Embeddings via Prompting LLMs

Ajay Patel, Delip Rao, Ansh Kothary, Kathleen McKeown, Chris Callison-Burch

Masked Path Modeling for Vision-and-Language Navigation

Zi-Yi Dou, Feng Gao, Nanyun Peng

Dialect Transfer for Swiss German Speech Translation

Claudio Paonessa, Yanick Schraner, Jan Deriu, Manuela Hürlimann, Manfred Vogel

MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer

Tang Dongge, Qing Yang

MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document

Zheng Chu, Zekun Wang, Jiafeng Liang, Ming Liu, Bing Qin

T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks

Iker García-Ferrero, Rodrigo Agerri, German Rigau

T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics

Yiwei Qin, Weizhe Yuan, Graham Neubig, Pengfei Liu

A Causal View of Entity Bias in (Large) Language Models

Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen

Emptying the Ocean with a Spoon: Should We Edit Models?

Yuval Pinter, Michael Elhadad

Tuna: Instruction Tuning using Feedback from Large Language Models

Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei

DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment

Yukun Zhao, Lingyong Yan, Weiwei Sun, Chong Meng, Shuaiqiang Wang

PIVOINE: Instruction Tuning for Open-world Entity Profiling

Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks

Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li

mReFinED: An Efficient End-to-End Multilingual Entity Linking System

Peerat Limkonchotiwat, Weiwei Cheng, Christos Christodoulopoulos, Amir Saffari, Jens Lehmann

Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning

Wencke Liermann, Yo-Han Park, Yong-Seok Choi, Kong Lee

NarrativeXL: a Large-scale Dataset for Long-Term Memory Models

Arsenii Moskvichev, Ky-Vinh Mai

In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model

Yanzhi Tian, Xiang Li, Zeming Liu, Yuhang Guo, Bin Wang

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling

Ruoxue Ma, Jiarong Xu, Xinnong Zhang, Haozhe Zhang, Zuyu Zhao

Dense Retrieval as Indirect Supervision for Large-space Decision Making

Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen

ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback

Wenxiang Jiao, Jen-tse Huang, Wenxuan Wang, Zhiwei He, Tian Liang

Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models

Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos

Aligning Predictive Uncertainty with Clarification Questions in Grounded Dialog

Kata Naszadi, Putra Manggala, Christof Monz

Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens

David Stap, Vlad Niculae, Christof Monz

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

Odunayo Ogundepo, Tajuddeen R. Gwadabe, Clara E. Rivera, Jonathan H. Clark, Sebastian Ruder

Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies

Linyong Nan, Yilun Zhao, Weijin Zou, Narutatsu Ri, Jaesung Tae

Improving Input-label Mapping with Demonstration Replay for In-context Learning

Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization

Yunlong Liang, Fandong Meng, Jiaan Wang, Jinan Xu, Yufeng Chen

Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding

Cesare Spinoso-Di Piano, Samira Rahimi, Jackie Cheung

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance

Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma

Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation

Nuo Chen, Qiushi Sun, Jianing Wang, Ming Gao, Xiaoli Li

Prefix-Tuning Based Unsupervised Text Style Transfer

Huiyu Mai, Wenhao Jiang, Zhi-Hong Deng

A Boundary Offset Prediction Network for Named Entity Recognition

Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang

Mixture of Soft Prompts for Controllable Data Generation

Derek Chen, Celine Lee, Yunan Lu, Domenic Rosati, Zhou Yu

Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation

Sixing Wu, Jiong Yu, Tianshi Che, Yang Zhou, Wei Zhou

Non-Autoregressive Document-Level Machine Translation

Guangsheng Bao, Zhiyang Teng, Hao Zhou, Jianhao Yan, Yue Zhang

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Xin Zhao

LMGQS: A Large-scale Dataset for Query-focused Summarization

Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu

GTA: Gated Toxicity Avoidance for LM Performance Preservation

Heegyu Kim, Hyunsouk Cho

ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding

Guojun Wu

Efficient Multilingual Language Model Compression through Vocabulary Trimming

Asahi Ushio, Yi Zhou, Jose Camacho-Collados

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation

Cong-Duy Nguyen, Thong Nguyen, Duc Vu, Anh Luu

GenKIE: Robust Generative Multimodal Document Key Information Extraction

Panfeng Cao, Ye Wang, Qiang Zhang, Zaiqiao Meng

Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs

Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

Benjamin Yan, Ruochen Liu, David Kuo, Subathra Adithan, Eduardo Reis

Tunable Soft Prompts are Messengers in Federated Learning

Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li

Representation Projection Invariance Mitigates Representation Collapse

Anastasia Razdaibiedina, Ashish Khetan, Zohar Karnin, Daniel Khashabi, Vivek Madan

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching

Zhuoran jin, Pengfei Cao, Zhitao He, Yubo Chen, Kang Liu

Emergent Inabilities? Inverse Scaling Over the Course of Pretraining

James A. Michaelov, Benjamin K. Bergen

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering

Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena, Koustava Goswami

Unsupervised Binary Code Translation with Application to Code Clone Detection and Vulnerability Discovery

Iftakhar Ahmad, Lannan Luo

Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning

Guorui Yu, Yimin Hu, Yuejie Zhang, Rui Feng, Tao Zhang

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective

Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu

Context-faithful Prompting for Large Language Models

Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

1-PAGER: One Pass Answer Generation and Evidence Retrieval

Palak Jain, Livio Baldini Soares, Tom Kwiatkowski

A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing

Carlos Gómez-Rodríguez, Paul Williams

HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling

Junwen Zhang, Yin Zhang

Discourse Sense Flows: Modelling the Rhetorical Style of Documents across Various Domains

René Knaebel, Manfred Stede

Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages

Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi

Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models

Hongli Zhan, Desmond C. Ong, Junyi Jessy Li

Gradually Excavating External Knowledge for Implicit Complex Question Answering

Chang Liu, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu

Investigating the Effectiveness of Multiple Expert Models Collaboration

Ikumi Ito, Takumi Ito, Jun Suzuki, Kentaro Inui

Unnatural language processing: How do language models handle machine-generated prompts?

Corentin Kervadec, Francesca Franzon, Marco Baroni

A Multi-Modal Multilingual Benchmark for Document Image Classification

Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min

An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval

Weiqing Luo, Qiaosheng Chen, Zhiyang Zhang, Zixian Huang, Gong Cheng

Towards a Deep Understanding of Multilingual End-to-End Speech Translation

Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong

The Locality and Symmetry of Positional Encodings

Lihu Chen, Gael Varoquaux, Fabian Suchanek

BotPercent: Estimating Bot Populations in Twitter Communities

Zhaoxuan Tan, Shangbin Feng, Melanie Sclar, Herun Wan, Minnan Luo

Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation

Wen Lai, Alexandra Chronopoulou, Alexander Fraser

K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings

Chaewon Park, Soohwan Kim, Kyubyong Park, Kunwoo Park