Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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5,101 to 5,160 of 11,259

MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark
Haoran Li, Abhinav Arora, Shuohui Chen +3
cs.CLcs.LGarXiv:2008.09335v22020
From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix
Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov +11
cs.CLarXiv:2609.01572v12026
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh +3
cs.CLarXiv:1906.01081v12019
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency
Tara N. Sainath, Yanzhang He, Bo Li +26
cs.CLcs.LGcs.SDarXiv:2003.12710v22020
Quantifying the Persona Effect in LLM Simulations
Tiancheng Hu, Nigel Collier
cs.CLcs.CYarXiv:2402.10811v22024
Primer: Searching for Efficient Transformers for Language Modeling
David R. So, Wojciech Mańke, Hanxiao Liu +3
cs.LGcs.AIcs.CLarXiv:2109.08668v22021
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Yishu Miao, Phil Blunsom
cs.CLcs.AIarXiv:1609.07317v22016
Unsupervised pretraining transfers well across languages
Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré +1
eess.AScs.CLcs.LGarXiv:2002.02848v12020
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
Petter Törnberg
cs.CLcs.AIcs.SIarXiv:2304.06588v12023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark
Alexander Pan, Jun Shern Chan, Andy Zou +7
cs.LGcs.AIcs.CLarXiv:2304.03279v42023
Pretraining-Based Natural Language Generation for Text Summarization
Haoyu Zhang, Jianjun Xu, Ji Wang
cs.CLcs.AIarXiv:1902.09243v22019
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning
Runxin Xu, Fuli Luo, Zhiyuan Zhang +4
cs.CLcs.AIarXiv:2109.05687v12021
Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling +2
cs.CLarXiv:1711.04289v32017
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior
Ethan Gotlieb Wilcox, Jon Gauthier, Jennifer Hu +2
cs.CLarXiv:2006.01912v12020
Recurrent Dropout without Memory Loss
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
cs.CLarXiv:1603.05118v22016
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations
Oluwaseyi Feyisetan, Borja Balle, Thomas Drake +1
cs.LGcs.CLcs.CRarXiv:1910.08902v12019
Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le, Ivan Titov
cs.CLarXiv:1804.10637v12018
MiNER: Fine-Tuned Biomedical Natural Language Processing for Malaria Disease Entity Recognition in Clinical Texts
V. S. Anoop, Devika N
cs.AIcs.CLarXiv:2609.00073v12026
An Analysis of Hierarchical Text Classification Using Word Embeddings
Roger A. Stein, Patricia A. Jaques, Joao F. Valiati
cs.CLcs.AIcs.LGarXiv:1809.01771v12018
Augmenting Language Models with Long-Term Memory
Weizhi Wang, Li Dong, Hao Cheng +4
cs.CLarXiv:2306.07174v12023
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends
Zhe Gan, Linjie Li, Chunyuan Li +3
cs.CVcs.CLarXiv:2210.09263v12022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Yu Meng, Chenyan Xiong, Payal Bajaj +4
cs.CLcs.LGarXiv:2102.08473v22021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
Canwen Xu, Wangchunshu Zhou, Tao Ge +2
cs.CLcs.LGarXiv:2002.02925v42020
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky +8
cs.CLcs.LGarXiv:2112.10508v12021
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training
Shenggui Li, Hongxin Liu, Zhengda Bian +5
cs.LGcs.AIcs.CLarXiv:2110.14883v32021
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
Xintao Wang, Yunze Xiao, Jen-tse Huang +10
cs.CLarXiv:2310.17976v42023
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models
Ian Tenney, James Wexler, Jasmijn Bastings +8
cs.CLarXiv:2008.05122v12020
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification
Timo Schick, Helmut Schmid, Hinrich Schütze
cs.CLcs.AIcs.LGarXiv:2010.13641v12020
Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning
Robin Haselhorst, Lucie Flek, Florian Mai
cs.CLcs.AIarXiv:2609.00351v12026
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective
Thibault Formal, Carlos Lassance, Benjamin Piwowarski +1
cs.IRcs.CLarXiv:2205.04733v22022
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Junyang Wang, Haiyang Xu, Haitao Jia +6
cs.CLcs.CVarXiv:2406.01014v12024
Strategies for Structuring Story Generation
Angela Fan, Mike Lewis, Yann Dauphin
cs.CLarXiv:1902.01109v22019
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Jiajie Jin, Yutao Zhu, Guanting Dong +7
cs.CLcs.IRarXiv:2405.13576v22024
Multilingual Language Processing From Bytes
Dan Gillick, Cliff Brunk, Oriol Vinyals +1
cs.CLarXiv:1512.00103v22015
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
Minghao Hu, Yuxing Peng, Zhen Huang +2
cs.CLarXiv:1906.03820v12019
Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel, Anders Søgaard
cs.CLarXiv:1702.08303v12017
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee +4
cs.CLcs.AIarXiv:2108.12724v32021
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou
cs.CLarXiv:1909.00228v12019
Fake News Early Detection: An Interdisciplinary Study
Xinyi Zhou, Atishay Jain, Vir V. Phoha +1
cs.CLcs.SIarXiv:1904.11679v22019
Normalized and Geometry-Aware Self-Attention Network for Image Captioning
Longteng Guo, Jing Liu, Xinxin Zhu +3
cs.CVcs.CLcs.MMarXiv:2003.08897v12020
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs
Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzman +1
cs.CLcs.LGstat.MLarXiv:1911.06154v22019
RENSA: Rich Environment Metadata to Navigate Shared and Distributed Endpoints for Automated Federated SPARQL Query Generation
Victor Eiti Yamamoto, Takeda Hideaki, Yamamoto Yasunori
cs.DBcs.CLarXiv:2608.28963v12026
Towards Crafting Text Adversarial Samples
Suranjana Samanta, Sameep Mehta
cs.LGcs.AIcs.CLarXiv:1707.02812v12017
Deductive Verification of Chain-of-Thought Reasoning
Zhan Ling, Yunhao Fang, Xuanlin Li +4
cs.CLcs.AIcs.LGarXiv:2306.03872v32023
Attention Correctness in Neural Image Captioning
Chenxi Liu, Junhua Mao, Fei Sha +1
cs.CVcs.CLcs.LGarXiv:1605.09553v22016
On the Impact of Various Types of Noise on Neural Machine Translation
Huda Khayrallah, Philipp Koehn
cs.CLarXiv:1805.12282v12018
Knowledge Matters: Radiology Report Generation with General and Specific Knowledge
Shuxin Yang, Xian Wu, Shen Ge +2
eess.IVcs.CLcs.CVarXiv:2112.15009v22021
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Minh-Thang Luong, Dan Jurafsky +1
cs.AIcs.CLarXiv:1503.00185v52015
The Parallelism Tradeoff: Limitations of Log-Precision Transformers
William Merrill, Ashish Sabharwal
cs.CCcs.CLarXiv:2207.00729v42022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses
Honglei Zhuang, Zhen Qin, Rolf Jagerman +6
cs.IRcs.CLarXiv:2210.10634v12022
Rate-Coding Bundle Memory: A Unified Model of Memory and Control for Symbolic Computation in the Brain
Teun van Gils, Rowan P. Sommers, Markus Ostarek +1
q-bio.NCcs.AIcs.CLarXiv:2608.29189v12026
BIRD-History: A Benchmark for History-Driven Text-to-SQL with Fine-Grained Knowledge Annotations
Yunfan Zhou, Qiming Shi, Yizhou Yang +2
cs.AIcs.CLarXiv:2608.29345v12026
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation
Dongchan Min, Dong Bok Lee, Eunho Yang +1
eess.AScs.CLcs.LGarXiv:2106.03153v32021
Neurosymbolics for Data Engineering: Achieving Long Context Token Reduction Without Finetuning
Vishvesh Bhat
cs.CLcs.AIcs.LGarXiv:2609.00367v12026
Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought
Diederik Aerts, Liane Gabora, Sandro Sozzo
cs.AIcs.CLquant-pharXiv:1206.1069v22012
Ultra-Fine Entity Typing
Eunsol Choi, Omer Levy, Yejin Choi +1
cs.CLcs.AIcs.LGarXiv:1807.04905v12018
Removable and Irreducible: A Token-Cost Ledger for the Multilingual Tokenization Tax
Madhulatha Mandarapu, Sandeep Kunkunuru
cs.CLarXiv:2609.00378v12026
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings
Christine Basta, Marta R. Costa-jussà, Noe Casas
cs.CLcs.LGarXiv:1904.08783v12019
Contextual LSTM (CLSTM) models for Large scale NLP tasks
Shalini Ghosh, Oriol Vinyals, Brian Strope +3
cs.CLarXiv:1602.06291v22016
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Hugh Zhang, Jeff Da, Dean Lee +12
cs.CLcs.AIcs.LGarXiv:2405.00332v42024

Computation and Language

MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark

From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency

Quantifying the Persona Effect in LLM Simulations

Primer: Searching for Efficient Transformers for Language Modeling

Language as a Latent Variable: Discrete Generative Models for Sentence Compression

Unsupervised pretraining transfers well across languages

ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark

Pretraining-Based Natural Language Generation for Text Summarization

Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning

Neural Natural Language Inference Models Enhanced with External Knowledge

On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior

Recurrent Dropout without Memory Loss

Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations

Improving Entity Linking by Modeling Latent Relations between Mentions

MiNER: Fine-Tuned Biomedical Natural Language Processing for Malaria Disease Entity Recognition in Clinical Texts

An Analysis of Hierarchical Text Classification Using Word Embeddings

Augmenting Language Models with Long-Term Memory

Vision-Language Pre-training: Basics, Recent Advances, and Future Trends

COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing

Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models

Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification

Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning

From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Strategies for Structuring Story Generation

FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Multilingual Language Processing From Bytes

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Identifying beneficial task relations for multi-task learning in deep neural networks

DEGREE: A Data-Efficient Generation-Based Event Extraction Model

Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs

Fake News Early Detection: An Interdisciplinary Study

Normalized and Geometry-Aware Self-Attention Network for Image Captioning

CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs

RENSA: Rich Environment Metadata to Navigate Shared and Distributed Endpoints for Automated Federated SPARQL Query Generation

Towards Crafting Text Adversarial Samples

Deductive Verification of Chain-of-Thought Reasoning

Attention Correctness in Neural Image Captioning

On the Impact of Various Types of Noise on Neural Machine Translation

Knowledge Matters: Radiology Report Generation with General and Specific Knowledge

When Are Tree Structures Necessary for Deep Learning of Representations?

The Parallelism Tradeoff: Limitations of Log-Precision Transformers

RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses

Rate-Coding Bundle Memory: A Unified Model of Memory and Control for Symbolic Computation in the Brain

BIRD-History: A Benchmark for History-Driven Text-to-SQL with Fine-Grained Knowledge Annotations

Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation

Neurosymbolics for Data Engineering: Achieving Long Context Token Reduction Without Finetuning

Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought

Ultra-Fine Entity Typing

Removable and Irreducible: A Token-Cost Ledger for the Multilingual Tokenization Tax

Evaluating the Underlying Gender Bias in Contextualized Word Embeddings

Contextual LSTM (CLSTM) models for Large scale NLP tasks

A Careful Examination of Large Language Model Performance on Grade School Arithmetic