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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 7868
2310.14708 2023-10-24 cs.CL

Strong and Efficient Baselines for Open Domain Conversational Question Answering

Andrei C. Coman, Gianni Barlacchi, Adrià de Gispert

Comments Accepted to EMNLP 2023 Findings

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2310.14696 2023-10-24 cs.CL

Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang

Comments Accepted to EMNLP 2023

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2310.14676 2023-10-24 cs.CL

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

Comments Pre-print for EMNLP 2023

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2310.14663 2023-10-24 eess.AS cs.CL

DPP-TTS: Diversifying prosodic features of speech via determinantal point processes

Seongho Joo, Hyukhun Koh, Kyomin Jung

Comments EMNLP 2023

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2310.14657 2023-10-24 cs.CL cs.AI

Reasoning about Ambiguous Definite Descriptions

Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen

Comments EMNLP 2023 Findings

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2310.14644 2023-10-24 cs.CL

Multilingual k-Nearest-Neighbor Machine Translation

David Stap, Christof Monz

Comments Accepted to EMNLP

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2310.14623 2023-10-24 cs.CL cs.LG

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks

Hoang H. Nguyen, Ye Liu, Chenwei Zhang, Tao Zhang, Philip S. Yu

Comments Accepted at EMNLP 2023 (Main Conference)

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2310.14614 2023-10-24 cs.CL

Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition

Yige Xu, Zhiwei Zeng, Zhiqi Shen

Comments Findings of EMNLP 2023

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2310.14610 2023-10-24 cs.CL

That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context?

Jaechan Lee, Alisa Liu, Orevaoghene Ahia, Hila Gonen, Noah A. Smith

Comments EMNLP 2023 Findings

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2310.13678 2023-10-24 cs.CL cs.AI cs.LG

Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models

Arya D. McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu

Comments accepted to the Findings of EMNLP 2023. arXiv admin note: text overlap with arXiv:2212.09895

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2310.13012 2023-10-24 cs.CL cs.AI

H2O Open Ecosystem for State-of-the-art Large Language Models

Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde

Comments EMNLP 2023 Demo - ACL Empirical Methods in Natural Language Processing

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2310.12874 2023-10-24 cs.CL

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding

Cheng Jiayang, Lin Qiu, Tsz Ho Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, Zheng Zhang

Comments Accepted by EMNLP 2023 main conference

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2310.12074 2023-10-24 cs.CL

Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures

Shumpei Inoue, Minh-Tien Nguyen, Hiroki Mizokuchi, Tuan-Anh D. Nguyen, Huu-Hiep Nguyen, Dung Tien Le

Comments Accepted by EMNLP 2023 (The Industry Track)

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2310.10567 2023-10-24 cs.CL

RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling

Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng

Comments Accepted to the Findings of EMNLP 2023

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2310.08740 2023-10-24 cs.CL cs.SY eess.SY

A Zero-Shot Language Agent for Computer Control with Structured Reflection

Tao Li, Gang Li, Zhiwei Deng, Bryan Wang, Yang Li

Comments Accepted at Findings of EMNLP 2023

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2310.08395 2023-10-24 cs.CL cs.AI

Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation

Yuanyuan Liang, Jianing Wang, Hanlun Zhu, Lei Wang, Weining Qian, Yunshi Lan

Comments Accepted by EMNLP 2023 main conference

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2310.05592 2023-10-24 cs.CL cs.AI cs.HC

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller

Comments EMNLP 2023 Findings. Camera-ready version

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2310.05442 2023-10-24 cs.CL

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation

Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber, Barbara Plank

Comments Accepted at EMNLP 2023 (Main Conference), camera-ready

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2310.05074 2023-10-24 cs.CL cs.AI

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models

Chengcheng Han, Xiaowei Du, Che Zhang, Yixin Lian, Xiang Li, Ming Gao, Baoyuan Wang

Comments Accepted to EMNLP 2023

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2305.15074 2023-10-24 cs.CL cs.AI

Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models

Daman Arora, Himanshu Gaurav Singh, Mausam

Comments EMNLP 2023

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2305.15035 2023-10-24 cs.CL

Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations

Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen, Hsin-Hsi Chen

Comments Accepted as a long paper at EMNLP 2023

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2305.15017 2023-10-24 cs.LG cs.AI cs.CL

Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems

Marek Kadlčík, Michal Štefánik, Ondřej Sotolář, Vlastimil Martinek

Comments Published in EMNLP 2023: Main track

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2305.14992 2023-10-24 cs.CL cs.AI cs.LG

Reasoning with Language Model is Planning with World Model

Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu

Comments EMNLP 2023. Code is available at https://github.com/Ber666/llm-reasoners

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2305.14794 2023-10-24 cs.CL cs.AI cs.LG

Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification

Chengyu Dong, Zihan Wang, Jingbo Shang

Comments EMNLP 2023

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2305.14755 2023-10-24 cs.CL cs.AI

Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting

Akhila Yerukola, Xuhui Zhou, Elizabeth Clark, Maarten Sap

Comments emnlp 2023 main camera ready

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2305.14740 2023-10-24 cs.AI cs.CL cs.CV

ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning

Yuxi Xie, Guanzhen Li, Min-Yen Kan

Comments Findings of EMNLP 2023. 10 pages, 6 figures, 5 tables (22 pages, 8 figures, 15 tables including references and appendices)

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2305.14576 2023-10-24 cs.CL

Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings

Josip Jukić, Jan Šnajder

Comments Accepted at EMNLP 2023

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2305.14499 2023-10-24 cs.CL cs.IR

NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders

Livio Baldini Soares, Daniel Gillick, Jeremy R. Cole, Tom Kwiatkowski

Comments To appear at EMNLP 2023

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2305.14333 2023-10-24 cs.CL cs.AI

Automatic Model Selection with Large Language Models for Reasoning

James Xu Zhao, Yuxi Xie, Kenji Kawaguchi, Junxian He, Michael Qizhe Xie

Comments EMNLP 2023 Findings

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2305.14326 2023-10-24 cs.CL

TalkUp: Paving the Way for Understanding Empowering Language

Lucille Njoo, Chan Young Park, Octavia Stappart, Marvin Thielk, Yi Chu, Yulia Tsvetkov

Comments Findings of EMNLP 2023

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