EMNLP 2023: all accepted papers
- Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification ↗Seo Park, Cornelia Caragea1 citation
- NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders ↗Livio Baldini Soares, Daniel Gillick, Jeremy R. Cole et al.1 citation
- NewsSense: Reference-free Verification via Cross-document Comparison ↗Jeremiah Milbauer, Ziqi Ding, Zhijin Wu et al. · System Demonstrations1 citation
- Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines ↗Yoo Yeon Sung, Jordan Boyd-Graber, Naeemul Hassan1 citation
- Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling ↗Yuanhang Yang, Shiyi Qi, Chuanyi Liu et al.1 citation
- Optimized Tokenization for Transcribed Error Correction ↗Tomer Wullach, Shlomo Chazan1 citation
- PHD: Pixel-Based Language Modeling of Historical Documents ↗Nadav Borenstein, Phillip Rust, Desmond Elliott et al.1 citation
- PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue ↗Minsik Oh, Joosung Lee, Jiwei Li et al.1 citation
- Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation ↗Wenhong Zhu, Hongkun Hao, Rui Wang1 citation
- PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringWookje Han, Jinsol Park, Kyungjae Lee1 citation · our summary
- RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor ↗Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki et al. · System Demonstrations1 citation
- Recurrent Neural Language Models as Probabilistic Finite-state Automata ↗Anej Svete, Ryan Cotterell1 citation
- Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning ↗Swaroop Nath, Pushpak Bhattacharyya, Harshad Khadilkar1 citation
- Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization ↗Yiyang Liu, Jinpeng Li, Enwei Zhu1 citation
- SAGEViz: SchemA GEneration and Visualization ↗Sugam Devare, Mahnaz Koupaee, Gautham Gunapati et al. · System Demonstrations1 citation
- SOUL: Towards Sentiment and Opinion Understanding of Language ↗Yue Deng, Wenxuan Zhang, Sinno Pan et al.1 citation
- SUT: Active Defects Probing for Transcompiler Models ↗Mengnan Qi, Yufan Huang, Maoquan Wang et al.1 citation
- ScdNER: Span-Based Consistency-Aware Document-Level Named Entity Recognition ↗Ying Wei, Qi Li1 citation
- Self-Ensemble of $N$-best Generation Hypotheses by Lexically Constrained Decoding ↗Ryota Miyano, Tomoyuki Kajiwara, Yuki Arase1 citation
- Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face ↗Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus et al. · System Demonstrations1 citation
- Speakerly: A Voice-based Writing Assistant for Text Composition ↗Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein et al. · Industry Track1 citation
- StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure ↗Mattia Opper, Victor Prokhorov, N. Siddharth1 citation
- Structural generalization in COGS: Supertagging is (almost) all you need ↗Alban Petit, Caio Corro, François Yvon1 citation
- Sudowoodo: A Chinese Lyric Imitation System with Source Lyrics ↗Yongzhu Chang, Rongsheng Zhang, Lin Jiang et al. · System Demonstrations1 citation
- TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce ↗Tongxin Hu, Zhuang Li, Xin Jin et al. · Industry Track1 citation
- TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning ↗Yue Chen, Dingnan Jin, Chen Huang et al.1 citation
- TaskDiff: A Similarity Metric for Task-Oriented Conversations ↗Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk et al.1 citation
- TaskWeb: Selecting Better Source Tasks for Multi-task NLP ↗Joongwon Kim, Akari Asai, Gabriel Ilharco et al.1 citation
- The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining ↗Ting-Rui Chiang, Dani Yogatama1 citation
- The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages ↗Chiyu Zhang, Khai Doan, Qisheng Liao et al.1 citation
- Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction ↗Jiaqi Li, Chuanyi Zhang, Miaozeng Du et al.1 citation
- To Split or Not to Split: Composing Compounds in Contextual Vector Spaces ↗Chris Jenkins, Filip Miletic, Sabine Schulte im Walde1 citation
- Towards Effective Automatic Debt Collection with Persona Awareness ↗Tong Zhang, Junhong Liu, Chen Huang et al. · Industry Track1 citation
- Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures ↗Shumpei Inoue, Minh-Tien Nguyen, Hiroki Mizokuchi et al. · Industry Track1 citation
- Transfer-Free Data-Efficient Multilingual Slot Labeling ↗Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen1 citation
- Transformer-based Live Update Generation for Soccer Matches from Microblog Posts ↗Masashi Oshika, Kosuke Yamada, Ryohei Sasano et al.1 citation
- ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision ↗Anastasiia Sedova, Benjamin Roth1 citation
- Uncertainty Guided Global Memory Improves Multi-Hop Question Answering ↗Alsu Sagirova, Mikhail Burtsev1 citation
- Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? ↗Ahmed Alajrami, Katerina Margatina, Nikolaos Aletras1 citation
- Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity ↗Alan Ansell, Marinela Parović, Ivan Vulić et al.1 citation
- ViPE: Visualise Pretty-much Everything ↗Hassan Shahmohammadi, Adhiraj Ghosh, Hendrik Lensch1 citation
- Video-Helpful Multimodal Machine Translation ↗Yihang Li, Shuichiro Shimizu, Chenhui Chu et al.1 citation
- VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining ↗Ramon Ruiz-Dolz, Javier Iranzo-Sánchez1 citation
- Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue ↗Lang Qin, Yao Zhang, Hongru Liang et al.1 citation
- What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies ↗Amit Gajbhiye, Zied Bouraoui, Na Li et al.1 citation
- mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval ↗Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin1 citation
- A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing ↗Oren Tsur, Yoav Tulpan
- A Framework for Vision-Language Warm-up Tasks in Multimodal Dialogue Models ↗Jaewook Lee, Seongsik Park, Seong-Heum Park et al.
- A Generation-based Deductive Method for Math Word Problems ↗Yuxuan Hu, Jing Zhang, Haoyang Li et al.
- A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation ↗Xue Zhang, Songming Zhang, Yunlong Liang et al.
- A State-Vector Framework for Dataset Effects ↗Esmat Sahak, Zining Zhu, Frank Rudzicz
- AMR Parsing with Causal Hierarchical Attention and Pointers ↗Chao Lou, Kewei Tu
- Abstractive Open Information Extraction ↗Kevin Pei, Ishan Jindal, Kevin Chang
- An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation ↗Yuanzhou Yao, Zhao Zhang, Kaijia Yang et al. · Industry Track
- An Exploration of Left-Corner Transformations ↗Andreas Opedal, Eleftheria Tsipidi, Tiago Pimentel et al.
- An Integrated Search System for Korea Weather Data ↗Jinkyung Jo, Dayeon Ki, Soyoung Yoon et al. · Industry Track
- An Investigation of LLMs' Inefficacy in Understanding Converse Relations ↗Chengwen Qi, Bowen Li, Binyuan Hui et al.
- Angel: Enterprise Search System for the Non-Profit Industry ↗Saiful Haq, Ashutosh Sharma, Pushpak Bhattacharyya · Industry Track
- Are Compressed Language Models Less Subgroup Robust? ↗Leonidas Gee, Andrea Zugarini, Novi Quadrianto
- Are Embedded Potatoes Still Vegetables? On the Limitations of WordNet Embeddings for Lexical Semantics ↗Xuyou Cheng, Michael Schlichtkrull, Guy Emerson
- Assessing the influence of attractor-verb distance on grammatical agreement in humans and language modelsChristos Zacharopoulos, Théo Desbordes, Mathias Sablé-Meyerour summary
- Automatic Marketing Theme and Commodity Construction System for E-commerce ↗Zhiping Wang, Peng Lin, Hainan Zhang et al. · Industry Track
- BERTie Bott's Every Flavor Labels: A Tasty Introduction to Semantic Role Labeling for Galician ↗Micaella Bruton, Meriem Beloucif
- BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages ↗Joseph Marvin Imperial, Ekaterina Kochmar
- Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction ↗Nithish Kannen, Udit Sharma, Sumit Neelam et al.
- Beyond Detection: A Defend-and-Summarize Strategy for Robust and Interpretable Rumor Analysis on Social Media ↗Yi-Ting Chang, Yun-Zhu Song, Yi-Syuan Chen et al.
- Boosting Summarization with Normalizing Flows and Aggressive Training ↗Yu Yang, Xiaotong Shen
- Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy ↗Yahan Yang, Elior Sulem, Insup Lee et al.
- Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations ↗James Y. Huang, Wenlin Yao, Kaiqiang Song et al.
- CAMRA: Copilot for AMR Annotation ↗Jon Z. Cai, Shafiuddin Rehan Ahmed, Julia Bonn et al. · System Demonstrations
- CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs ↗Taha Aksu, Devamanyu Hazarika, Shikib Mehri et al.
- CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies ↗Arie Cattan, Tom Hope, Doug Downey et al. · System Demonstrations
- CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents ↗Zhongkai Sun, Zhengyang Zhao, Sixing Lu et al. · Industry Track
- CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types ↗Zishan Guo, Linhao Yu, Minghui Xu et al.
- Character-LLM: A Trainable Agent for Role-PlayingYunfan Shao, Linyang Li, Junqi Dai et al.our summary
- Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix ↗Xinyu Ma, Xuebo Liu, Min Zhang
- CoRec: An Easy Approach for Coordination Recognition ↗Qing Wang, Haojie Jia, Wenfei Song et al.
- Compute-Efficient Churn Reduction for Conversational Agents ↗Sarthak Jauhari, Christopher Hidey · Industry Track
- Continual Dialogue State Tracking via Example-Guided Question Answering ↗Hyundong Cho, Andrea Madotto, Zhaojiang Lin et al.
- Conversing with databases: Practical Natural Language Querying ↗Denis Kochedykov, Fenglin Yin, Sreevidya Khatravath · Industry Track
- Copyright Violations and Large Language ModelsAntonia Karamolegkou, Jiaang Li, Li Zhou et al.our summary
- Creator Context for Tweet Recommendation ↗Spurthi Amba Hombaiah, Tao Chen, Mingyang Zhang et al. · Industry Track
- DOPA METER – A Tool Suite for Metrical Document Profiling and Aggregation ↗Christina Lohr, Udo Hahn · System Demonstrations
- DPP-TTS: Diversifying prosodic features of speech via determinantal point processes ↗Seongho Joo, Hyukhun Koh, Kyomin Jung
- DREAM: Deployment of Recombination and Ensembles in Argument Mining ↗Florian Ruosch, Cristina Sarasua, Abraham Bernstein
- Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions ↗Bill Noble, Nikolai Ilinykh
- DiNeR: A Large Realistic Dataset for Evaluating Compositional Generalization ↗Chengang Hu, Xiao Liu, Yansong Feng
- Discourse Structures Guided Fine-grained Propaganda Identification ↗Yuanyuan Lei, Ruihong Huang
- Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? ↗Boxi Cao, Qiaoyu Tang, Hongyu Lin et al.
- E2E Spoken Entity Extraction for Virtual Agents ↗Karan Singla, Yeon-Jun Kim, Srinivas Bangalore · Industry Track
- EELBERT: Tiny Models through Dynamic Embeddings ↗Gabrielle Cohn, Rishika Agarwal, Deepanshu Gupta et al. · Industry Track
- Efficient Algorithms for Recognizing Weighted Tree-Adjoining Languages ↗Alexandra Butoi, Tim Vieira, Ryan Cotterell et al.
- Emergence of Abstract State Representations in Embodied Sequence Modeling ↗Tian Yun, Zilai Zeng, Kunal Handa et al.
- EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization ↗Dhruv Mehra, Lingjue Xie, Ella Hofmann-Coyle et al.
- EpiK-Eval: Evaluation for Language Models as Epistemic Models ↗Gabriele Prato, Jerry Huang, Prasanna Parthasarathi et al.
- Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension ↗Akira Kawabata, Saku Sugawara
- Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences ↗Eleftheria Briakou, Navita Goyal, Marine Carpuat
- Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals ↗Sukannya Purkayastha, Anne Lauscher, Iryna Gurevych
- Faster Minimum Bayes Risk Decoding with Confidence-based Pruning ↗Julius Cheng, Andreas Vlachos
- Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization ↗Cennet Oguz, Pascal Denis, Emmanuel Vincent et al.
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