EMNLP 2023: all accepted papers

1,182 papers · page 6 of 12 · the most cited first · ← EMNLP 2023

Impressions: Visual Semiotics and Aesthetic Impact Understanding ↗Julia Kruk, Caleb Ziems, Diyi Yang6 citations
Improving Summarization with Human Edits ↗Zonghai Yao, Benjamin Schloss, Sai Selvaraj6 citations
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning ↗Ximing Lu, Faeze Brahman, Peter West et al.6 citations
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning ↗Chong Li, Shaonan Wang, Yunhao Zhang et al.6 citations
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following ↗Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang et al.6 citations
LLM-driven Instruction Following: Progresses and Concerns ↗Wenpeng Yin, Qinyuan Ye, Pengfei Liu et al. · Tutorial Abstracts6 citations
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers ↗Daniela Teodorescu, Tiffany Cheng, Alona Fyshe et al.6 citations
Let's Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought ↗Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose et al.6 citations
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models ↗Deepak Nathani, David Wang, Liangming Pan et al.6 citations
Mitigating Over-Generation for Unsupervised Keyphrase Extraction with Heterogeneous Centrality Detection ↗Mingyang Song, Pengyu Xu, Yi Feng et al.6 citations
Mitigating Temporal Misalignment by Discarding Outdated Facts ↗Michael Zhang, Eunsol Choi6 citations
Model-tuning Via Prompts Makes NLP Models Adversarially Robust ↗Mrigank Raman, Pratyush Maini, J Kolter et al.6 citations
Models See Hallucinations: Evaluating the Factuality in Video Captioning ↗Hui Liu, Xiaojun Wan6 citations
NameGuess: Column Name Expansion for Tabular Data ↗Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan et al.6 citations
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL ↗Ruiqi Zhong, Charlie Snell, Dan Klein et al.6 citations
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding ↗Hao Peng, Xiaozhi Wang, Feng Yao et al. · System Demonstrations6 citations
Optimizing Retrieval-augmented Reader Models via Token Elimination ↗Moshe Berchansky, Peter Izsak, Avi Caciularu et al.6 citations
P5: Plug-and-Play Persona Prompting for Personalized Response Selection ↗Joosung Lee, Minsik Oh, Donghun Lee6 citations
QTSumm: Query-Focused Summarization over Tabular Data ↗Yilun Zhao, Zhenting Qi, Linyong Nan et al.6 citations
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process ↗Zhao Yang, Yuanzhe Zhang, Dianbo Sui et al.6 citations
S2abEL: A Dataset for Entity Linking from Scientific Tables ↗Yuze Lou, Bailey Kuehl, Erin Bransom et al.6 citations
Semi-supervised multimodal coreference resolution in image narrations ↗Arushi Goel, Basura Fernando, Frank Keller et al.6 citations
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning ↗Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti et al.6 citations
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models ↗James A. Michaelov, Catherine Arnett, Tyler A. Chang et al.6 citations
Structure-aware Knowledge Graph-to-text Generation with Planning Selection and Similarity Distinction ↗Feng Zhao, Hongzhi Zou, Cheng Yan6 citations
Text Representation Distillation via Information Bottleneck Principle ↗Yanzhao Zhang, Dingkun Long, Zehan Li et al.6 citations
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models ↗Lovisa Hagström, Denitsa Saynova, Tobias Norlund et al.6 citations
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation ↗Yeongseo Jung, Eunseo Jung, Lei Chen6 citations
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models ↗Pierre Colombo, Victor Pellegrain, Malik Boudiaf et al.6 citations
TrojanSQL: SQL Injection against Natural Language Interface to Database ↗Jinchuan Zhang, Yan Zhou, Binyuan Hui et al.6 citations
Universal Self-Adaptive Prompting ↗Xingchen Wan, Ruoxi Sun, Hootan Nakhost et al.6 citations
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability ↗Mario Giulianelli, Joris Baan, Wilker Aziz et al.6 citations
ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models ↗Baoli Zhang, Haining Xie, Pengfan Du et al. · System Demonstrations6 citations
e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts ↗Kshitij Mishra, Priyanshu Priya, Manisha Burja et al.6 citations
mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images ↗Keighley Overbay, Jaewoo Ahn, Fatemeh Pesaran zadeh et al.6 citations
$k$NN-LM Does Not Improve Open-ended Text Generation ↗Shufan Wang, Yixiao Song, Andrew Drozdov et al.5 citations
A Frustratingly Easy Post-Training Quantization Scheme for LLMs ↗Yongkweon Jeon, Chungman Lee, Kyungphil Park et al.5 citations
A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic AnalysisHongyi Wu, Xinshu Shen, Man Lan et al.5 citations · our summary
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation ↗Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza et al.5 citations
Active Learning for Natural Language Generation ↗Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer et al.5 citations
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling ↗Yuanjun Shi, Linzhi Wu, Minglai Shao5 citations
Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs ↗Jian Liu, Weichang Liu, Yufeng Chen et al.5 citations
Analyzing Norm Violations in Live-Stream Chat ↗Jihyung Moon, Dong-Ho Lee, Hyundong Cho et al.5 citations
Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine Translation ↗Di Wu, Christof Monz5 citations
Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine TranslationWenyu Guo, Qingkai Fang, Dong Yu et al.5 citations · our summary
CQE: A Comprehensive Quantity ExtractorSatya Almasian, Vivian Kazakova, Philipp Göldner et al.5 citations · our summary
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data ↗Zhehao Zhang, Xitao Li, Yan Gao et al.5 citations
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization ↗Chi Seng Cheang, Hou Pong Chan, Derek F. Wong et al.5 citations
Continually Improving Extractive QA via Human Feedback ↗Ge Gao, Hung-Ting Chen, Yoav Artzi et al.5 citations
Controllable Contrastive Generation for Multilingual Biomedical Entity Linking ↗Tiantian Zhu, Yang Qin, Qingcai Chen et al.5 citations
Cross-Cultural Analysis of Human Values, Morals, and Biases in Folk Tales ↗Winston Wu, Lu Wang, Rada Mihalcea5 citations
Data Similarity is Not Enough to Explain Language Model Performance ↗Gregory Yauney, Emily Reif, David Mimno5 citations
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification ↗Chengyu Dong, Zihan Wang, Jingbo Shang5 citations
DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models ↗Ratish Puduppully, Anoop Kunchukuttan, Raj Dabre et al.5 citations
DueT: Image-Text Contrastive Transfer Learning with Dual-adapter Tuning ↗Taku Hasegawa, Kyosuke Nishida, Koki Maeda et al.5 citations
Empathy Intent Drives Empathy Detection ↗Liting Jiang, Di Wu, Bohui Mao et al.5 citations
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets ↗Su Lee, Seokjin Oh, Woohwan Jung5 citations
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models ↗Laura Cabello, Emanuele Bugliarello, Stephanie Brandl et al.5 citations
FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering ↗Megha Chakraborty, Khushbu Pahwa, Anku Rani et al.5 citations
Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification ↗Apoorva Singh, Siddarth Chandrasekar, Sriparna Saha et al.5 citations
From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues ↗Shivani Kumar, Ramaneswaran S, Md Shad Akhtar et al.5 citations
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base ↗Wangzhen Guo, Linyin Luo, Hanjiang Lai et al.5 citations
GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation ↗Alexander Jones, Isaac Caswell, Orhan Firat et al.5 citations
GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying Detection ↗Krishanu Maity, Raghav Jain, Prince Jha et al.5 citations
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency ↗Eric Zelikman, Wanjing Ma, Jasmine Tran et al.5 citations
H2O Open Ecosystem for State-of-the-art Large Language Models ↗Arno Candel, Jon McKinney, Philipp Singer et al. · System Demonstrations5 citations
Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling ↗Peng Bai, Yue Zhou, Meizhen Zheng et al.5 citations
Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee RecognitionYaxin Fan, Feng Jiang, Peifeng Li et al.5 citations · our summary
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques ↗Manon Reusens, Philipp Borchert, Margot Mieskes et al.5 citations
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT ↗Xiaoshuai Song, Keqing He, Pei Wang et al.5 citations
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation ↗Anastasia Kritharoula, Maria Lymperaiou, Giorgos Stamou5 citations
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge ↗Te-Lin Wu, Yu Zhou, Nanyun Peng5 citations
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media ↗Shubham Mittal, Megha Sundriyal, Preslav Nakov5 citations
MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks ↗Shangjie Li, Xiangpeng Wei, Shaolin Zhu et al.5 citations
MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning ↗Chunyou Li, Mingtong Liu, Hongxiao Zhang et al.5 citations
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization ↗Xiutian Zhao, Ke Wang, Wei Peng5 citations
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings ↗Josip Jukić, Jan Snajder5 citations
Prompting with Pseudo-Code Instructions ↗Mayank Mishra, Prince Kumar, Riyaz Bhat et al.5 citations
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning ↗Hao Zhao, Jie Fu, Zhaofeng He5 citations
Query-aware Multi-modal based Ranking Relevance in Video Search ↗Chengcan Ye, Ting Peng, Tim Chang et al. · Industry Track5 citations
Rationale-Enhanced Language Models are Better Continual Relation Learners ↗Weimin Xiong, Yifan Song, Peiyi Wang et al.5 citations
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data ↗Ming Zhong, Siru Ouyang, Yizhu Jiao et al. · System Demonstrations5 citations
Referring Image Segmentation via Joint Mask Contextual Embedding Learning and Progressive Alignment Network ↗Ziling Huang, Shin'ichi Satoh5 citations
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation ↗Yuhao Zhang, Chen Xu, Bei Li et al.5 citations
Revisiting the Optimality of Word Lengths ↗Tiago Pimentel, Clara Meister, Ethan Wilcox et al.5 citations
SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision ↗Rong Tian, Zijing Zhao, Weijie Liu et al. · Industry Track5 citations
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA ↗Jonathan Tonglet, Manon Reusens, Philipp Borchert et al.5 citations
Seeing through the mess: evolutionary dynamics of lexical polysemy ↗Andreas Baumann, Andreas Stephan, Benjamin Roth5 citations
Set Learning for Generative Information Extraction ↗Jiangnan Li, Yice Zhang, Bin Liang et al.5 citations
TATA: Stance Detection via Topic-Agnostic and Topic-Aware EmbeddingsHans Hanley, Zakir Durumeric5 citations · our summary
Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction ↗Yice Zhang, Yifan Yang, Meng Li et al.5 citations
TempTabQA: Temporal Question Answering for Semi-Structured Tables ↗Vivek Gupta, Pranshu Kandoi, Mahek Vora et al.5 citations
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View ↗Ruotian Ma, Xiaolei Wang, Xin Zhou et al.5 citations
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models ↗Jianwei Li, Qi Lei, Wei Cheng et al.5 citations
Turn-Level Active Learning for Dialogue State Tracking ↗Zihan Zhang, Meng Fang, Fanghua Ye et al.5 citations
Understanding the Effect of Model Compression on Social Bias in Large Language Models ↗Gustavo Gonçalves, Emma Strubell5 citations
VIBE: Topic-Driven Temporal Adaptation for Twitter Classification ↗Yuji Zhang, Jing Li, Wenjie Li5 citations
What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on QA Systems ↗Navita Goyal, Eleftheria Briakou, Amanda Liu et al.5 citations
When Reviewers Lock Horns: Finding Disagreements in Scientific Peer Reviews ↗Sandeep Kumar, Tirthankar Ghosal, Asif Ekbal5 citations
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models ↗Dheeraj Mekala, Jason Wolfe, Subhro Roy5 citations

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📰 EMNLP 2023: all accepted papers

EMNLP 2023: all accepted papers