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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5,701 to 5,760 of 11,211

Constrained Language Models Yield Few-Shot Semantic Parsers
Richard Shin, Christopher H. Lin, Sam Thomson +7
cs.CLarXiv:2104.08768v22021
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment
Muhao Chen, Yingtao Tian, Kai-Wei Chang +2
cs.AIcs.CLarXiv:1806.06478v12018
NLP-Driven Knowledge Extraction and Thematic Classification of Translated Ancient Indian Medical Texts
M. S. Rajeevan, B. Mini Devi, V. S. Anoop +1
cs.CLcs.AIcs.IRarXiv:2608.28608v12026
TheoremQA: A Theorem-driven Question Answering dataset
Wenhu Chen, Ming Yin, Max Ku +6
cs.CLcs.AIarXiv:2305.12524v32023
On the Design of Qwen3.8-Next Architecture: Evaluation, Efficiency, and Training Stability
Zihan Qiu, Zekun Wang, Xiao Li +33
cs.CLarXiv:2608.30320v12026
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga +2
cs.CLarXiv:1812.04361v22018
BioCLIP: A Vision Foundation Model for the Tree of Life
Samuel Stevens, Jiaman Wu, Matthew J Thompson +9
cs.CVcs.CLcs.LGarXiv:2311.18803v32023
PaperBanana-Interact: Scientific Diagram Refinement with Multi-Turn Human Feedback
Xueqing Wu, Ashwin Balasubramanian, Bingxuan Li +7
cs.CLcs.CVarXiv:2608.30241v12026
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
Kenneth Marino, Xinlei Chen, Devi Parikh +2
cs.CVcs.CLarXiv:2012.11014v12020
CogEvol: Towards Efficient and Reliable Learning Environment Generation
Shangqing Tu, Daniel Zhang-Li, Yucheng Wang +21
cs.CLcs.AIarXiv:2608.30968v12026
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
Xuehai Wang, Haowei Qin, Tongxin Liu +6
cs.CLcs.AIcs.IRarXiv:2608.31076v12026
Unifying Human and Statistical Evaluation for Natural Language Generation
Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang
cs.CLcs.AIstat.MLarXiv:1904.02792v12019
Graph Transformer for Graph-to-Sequence Learning
Deng Cai, Wai Lam
cs.CLcs.AIarXiv:1911.07470v22019
Generative AI in Higher Education: Seeing ChatGPT Through Universities' Policies, Resources, and Guidelines
Hui Wang, Anh Dang, Zihao Wu +1
cs.CLcs.CYarXiv:2312.05235v32023
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
Shilong Liu, Hao Cheng, Haotian Liu +10
cs.CVcs.AIcs.CLarXiv:2311.05437v12023
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Xi Victoria Lin, Xilun Chen, Mingda Chen +9
cs.CLcs.AIarXiv:2310.01352v42023
Video Captioning via Hierarchical Reinforcement Learning
Xin Wang, Wenhu Chen, Jiawei Wu +2
cs.CVcs.AIcs.CLarXiv:1711.11135v32017
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders
Jue Wang, Wei Lu
cs.CLarXiv:2010.03851v12020
Agent-SafetyBench: Evaluating the Safety of LLM Agents
Zhexin Zhang, Shiyao Cui, Yida Lu +4
cs.CLarXiv:2412.14470v22024
Efficient Large Scale Language Modeling with Mixtures of Experts
Mikel Artetxe, Shruti Bhosale, Naman Goyal +21
cs.CLcs.AIcs.LGarXiv:2112.10684v22021
Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement
Yi Ding, Ruqi Zhang
cs.LGcs.CLarXiv:2608.31046v12026
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
Chenxi Sun, Hongyan Li, Yaliang Li +1
cs.CLcs.AIarXiv:2308.08241v22023
Revisiting Relation Extraction in the era of Large Language Models
Somin Wadhwa, Silvio Amir, Byron C. Wallace
cs.CLarXiv:2305.05003v22023
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Jiaao Chen, Derek Tam, Colin Raffel +2
cs.CLcs.AIarXiv:2106.07499v12021
Cross-lingual Functional Vectors for Emotion Detection in Large Language Models
Jieying Xue, Phuong Minh Nguyen, Minh Le Nguyen +1
cs.CLcs.LGarXiv:2608.29613v12026
PaperGym: Rubric-Centered Evolution for Research-Plan Generation
Yuhan Wang, Zhengxi Lu, Yuchen Yan +6
cs.CLarXiv:2608.31119v12026
Joint Slot Filling and Intent Detection via Capsule Neural Networks
Chenwei Zhang, Yaliang Li, Nan Du +2
cs.CLarXiv:1812.09471v22018
On Learning Meaningful Code Changes via Neural Machine Translation
Michele Tufano, Jevgenija Pantiuchina, Cody Watson +2
cs.SEcs.CLcs.LGarXiv:1901.09102v12019
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
Pengcheng Yin, Graham Neubig
cs.CLcs.PLarXiv:1810.02720v12018
Using Large Language Models to Enhance Programming Error Messages
Juho Leinonen, Arto Hellas, Sami Sarsa +4
cs.HCcs.AIcs.CLarXiv:2210.11630v12022
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang, Yulia Tsvetkov, Orhan Firat +1
cs.CLcs.LGarXiv:2010.05874v12020
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech
Y. L. Chung, E. Kuzmenko, S. S. Tekiroglu +1
cs.CLcs.CYarXiv:1910.03270v12019
Active Learning by Acquiring Contrastive Examples
Katerina Margatina, Giorgos Vernikos, Loïc Barrault +1
cs.CLcs.AIcs.LGarXiv:2109.03764v12021
REFINER: Reasoning Feedback on Intermediate Representations
Debjit Paul, Mete Ismayilzada, Maxime Peyrard +4
cs.CLarXiv:2304.01904v22023
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
Zhentao Xu, Mark Jerome Cruz, Matthew Guevara +4
cs.IRcs.AIcs.CLarXiv:2404.17723v22024
MLVU: Benchmarking Multi-task Long Video Understanding
Junjie Zhou, Yan Shu, Bo Zhao +9
cs.CVcs.AIcs.CLarXiv:2406.04264v32024
Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi, Graham Neubig, Ryohei Sasano +2
cs.CLarXiv:1609.09552v12016
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation
Tom Kocmi, Christian Federmann, Roman Grundkiewicz +3
cs.CLarXiv:2107.10821v22021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
Junhan Yang, Zheng Liu, Shitao Xiao +6
cs.CLcs.AIcs.IRarXiv:2105.02605v32021
Joint Extraction of Events and Entities within a Document Context
Bishan Yang, Tom Mitchell
cs.CLcs.AIarXiv:1609.03632v12016
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
Lu Xu, Yew Ken Chia, Lidong Bing
cs.CLarXiv:2107.12214v12021
ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments
Dong An, Hanqing Wang, Wenguan Wang +4
cs.CVcs.CLcs.ROarXiv:2304.03047v32023
Zero-Shot Composed Image Retrieval with Textual Inversion
Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini +1
cs.CVcs.CLcs.IRarXiv:2303.15247v22023
Survey of Low-Resource Machine Translation
Barry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone +2
cs.CLarXiv:2109.00486v32021
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning
Dipendra Misra, John Langford, Yoav Artzi
cs.CLarXiv:1704.08795v22017
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo +4
cs.CLcs.LGarXiv:2307.16039v22023
Sentiment Polarity Detection for Software Development
Fabio Calefato, Filippo Lanubile, Federico Maiorano +1
cs.SEcs.CLarXiv:1709.02984v22017
Powerset multi-class cross entropy loss for neural speaker diarization
Alexis Plaquet, Hervé Bredin
cs.SDcs.AIcs.CLarXiv:2310.13025v12023
Decoupling Strategy and Generation in Negotiation Dialogues
He He, Derek Chen, Anusha Balakrishnan +1
cs.CLarXiv:1808.09637v12018
Towards Topic-Guided Conversational Recommender System
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao +2
cs.CLcs.HCcs.IRarXiv:2010.04125v22020
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
cs.CLcs.IRarXiv:1804.07000v32018
Language-Conditioned Imitation Learning for Robot Manipulation Tasks
Simon Stepputtis, Joseph Campbell, Mariano Phielipp +3
cs.ROcs.CLcs.CVarXiv:2010.12083v12020
Detecting Offensive Language in Tweets Using Deep Learning
Georgios K. Pitsilis, Heri Ramampiaro, Helge Langseth
cs.CLcs.CYcs.SIarXiv:1801.04433v12018
Learning to Write with Cooperative Discriminators
Ari Holtzman, Jan Buys, Maxwell Forbes +3
cs.CLarXiv:1805.06087v12018
Transformer-Patcher: One Mistake worth One Neuron
Zeyu Huang, Yikang Shen, Xiaofeng Zhang +3
cs.CLcs.AIarXiv:2301.09785v12023
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
Guimin Hu, Ting-En Lin, Yi Zhao +3
cs.CLarXiv:2211.11256v12022
Retrieval-Augmented Generation with Graphs (GraphRAG)
Haoyu Han, Yu Wang, Harry Shomer +15
cs.IRcs.CLcs.LGarXiv:2501.00309v22024
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Yubin Kim, Chanwoo Park, Hyewon Jeong +7
cs.CLcs.AIcs.LGarXiv:2404.15155v32024
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature
Benjamin Nye, Junyi Jessy Li, Roma Patel +4
cs.CLarXiv:1806.04185v12018
LAMOL: LAnguage MOdeling for Lifelong Language Learning
Fan-Keng Sun, Cheng-Hao Ho, Hung-Yi Lee
cs.CLcs.AIarXiv:1909.03329v22019

Computation and Language

Constrained Language Models Yield Few-Shot Semantic Parsers

Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment

NLP-Driven Knowledge Extraction and Thematic Classification of Translated Ancient Indian Medical Texts

TheoremQA: A Theorem-driven Question Answering dataset

On the Design of Qwen3.8-Next Architecture: Evaluation, Efficiency, and Training Stability

RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

BioCLIP: A Vision Foundation Model for the Tree of Life

PaperBanana-Interact: Scientific Diagram Refinement with Multi-Turn Human Feedback

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA

CogEvol: Towards Efficient and Reliable Learning Environment Generation

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Unifying Human and Statistical Evaluation for Natural Language Generation

Graph Transformer for Graph-to-Sequence Learning

Generative AI in Higher Education: Seeing ChatGPT Through Universities' Policies, Resources, and Guidelines

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

RA-DIT: Retrieval-Augmented Dual Instruction Tuning

Video Captioning via Hierarchical Reinforcement Learning

Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders

Agent-SafetyBench: Evaluating the Safety of LLM Agents

Efficient Large Scale Language Modeling with Mixtures of Experts

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series

Revisiting Relation Extraction in the era of Large Language Models

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

Cross-lingual Functional Vectors for Emotion Detection in Large Language Models

PaperGym: Rubric-Centered Evolution for Research-Plan Generation

Joint Slot Filling and Intent Detection via Capsule Neural Networks

On Learning Meaningful Code Changes via Neural Machine Translation

TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation

Using Large Language Models to Enhance Programming Error Messages

Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models

CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech

Active Learning by Acquiring Contrastive Examples

REFINER: Reasoning Feedback on Intermediate Representations

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering

MLVU: Benchmarking Multi-task Long Video Understanding

Controlling Output Length in Neural Encoder-Decoders

To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation

GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph

Joint Extraction of Events and Entities within a Document Context

Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction

ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments

Zero-Shot Composed Image Retrieval with Textual Inversion

Survey of Low-Resource Machine Translation

Mapping Instructions and Visual Observations to Actions with Reinforcement Learning

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

Sentiment Polarity Detection for Software Development

Powerset multi-class cross entropy loss for neural speaker diarization

Decoupling Strategy and Generation in Negotiation Dialogues

Towards Topic-Guided Conversational Recommender System

Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences

Language-Conditioned Imitation Learning for Robot Manipulation Tasks

Detecting Offensive Language in Tweets Using Deep Learning

Learning to Write with Cooperative Discriminators

Transformer-Patcher: One Mistake worth One Neuron

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Retrieval-Augmented Generation with Graphs (GraphRAG)

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature

LAMOL: LAnguage MOdeling for Lifelong Language Learning